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diff --git a/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/config.yaml b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/config.yaml
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diff --git a/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/output.log b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/output.log
new file mode 100644
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--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/output.log
@@ -0,0 +1,28 @@
+
+2024-05-14:11:44:44,947 INFO     [__main__.py:251] Verbosity set to INFO
+2024-05-14:11:44:50,094 INFO     [__main__.py:335] Selected Tasks: ['indiccopa-hi']
+2024-05-14:11:44:50,096 INFO     [evaluator.py:131] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
+2024-05-14:11:44:50,096 INFO     [evaluator.py:177] Initializing hf model, with arguments: {'pretrained': '/data/cronscript/ckpts//hf_ckpt//global_step100'}
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/core/register.py:145: UserWarning: "hpu:X" notation is not supported by Gaudi PyTorch intergration bridge. Please change to "hpu" without index (Triggered internally at /npu-stack/pytorch-integration/pytorch_helpers/lazy_to_backend.cpp:53.)
+  return func(*args, **kwargs)
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/hpu/__init__.py:158: UserWarning: torch.hpu.setDeterministic is deprecated and will be removed in next release. Please use torch.use_deterministic_algorithms instead.
+  warnings.warn(
+You are using the default legacy behaviour of the <class 'transformers.models.llama.tokenization_llama.LlamaTokenizer'>. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565
+2024-05-14:11:44:58,445 WARNING  [task.py:763] [Task: indiccopa-hi] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-14:11:44:58,446 WARNING  [task.py:775] [Task: indiccopa-hi] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+[2024-05-14 11:44:58,004] [INFO] [real_accelerator.py:178:get_accelerator] Setting ds_accelerator to hpu (auto detect)
+/usr/local/lib/python3.10/dist-packages/datasets/load.py:1486: FutureWarning: The repository for ai4bharat/IndicCOPA contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/ai4bharat/IndicCOPA
+You can avoid this message in future by passing the argument `trust_remote_code=True`.
+Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
+  warnings.warn(
+2024-05-14:11:44:59,758 WARNING  [task.py:322] [Task: indiccopa-hi] has_training_docs and has_validation_docs are False, using test_docs as fewshot_docs but this is not recommended.
+2024-05-14:11:44:59,759 WARNING  [task.py:322] [Task: indiccopa-hi] has_training_docs and has_validation_docs are False, using test_docs as fewshot_docs but this is not recommended.
+2024-05-14:11:44:59,778 INFO     [task.py:395] Building contexts for indiccopa-hi on rank 3...
+100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 56/56 [00:00<00:00, 109552.72it/s]
+Passed argument batch_size = auto:1. Detecting largest batch size
+2024-05-14:11:45:05,430 INFO     [evaluator.py:379] Running loglikelihood requests
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
+Determined largest batch size: 64
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d63edd781bd5bdbb7f67523ac1ba9f0f1ed392dc
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/requirements.txt
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+GitPython==3.1.43
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+cmake==3.29.2
+colorama==0.4.6
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+dill==0.3.8
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+distro==1.9.0
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diff --git a/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/wandb-metadata.json b/lm-evaluation-harness/wandb/run-20240514_114444-w5k9l02q/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..242c019c4961fa02653f33b45850612cc5043368
--- /dev/null
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diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/output.log b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/output.log
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+
+2024-05-14:16:34:25,157 INFO     [__main__.py:251] Verbosity set to INFO
+2024-05-14:16:34:30,618 INFO     [__main__.py:335] Selected Tasks: ['indiccopa-hi']
+2024-05-14:16:34:30,621 INFO     [evaluator.py:131] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
+2024-05-14:16:34:30,621 INFO     [evaluator.py:177] Initializing hf model, with arguments: {'pretrained': '/data/cronscript/ckpts//hf_ckpt//global_step100'}
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/core/register.py:145: UserWarning: "hpu:X" notation is not supported by Gaudi PyTorch intergration bridge. Please change to "hpu" without index (Triggered internally at /npu-stack/pytorch-integration/pytorch_helpers/lazy_to_backend.cpp:53.)
+  return func(*args, **kwargs)
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
+[2024-05-14 16:34:41,210] [INFO] [real_accelerator.py:178:get_accelerator] Setting ds_accelerator to hpu (auto detect)
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/hpu/__init__.py:158: UserWarning: torch.hpu.setDeterministic is deprecated and will be removed in next release. Please use torch.use_deterministic_algorithms instead.
+  warnings.warn(
+You are using the default legacy behaviour of the <class 'transformers.models.llama.tokenization_llama.LlamaTokenizer'>. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565
+2024-05-14:16:34:41,607 WARNING  [task.py:763] [Task: indiccopa-hi] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-14:16:34:41,607 WARNING  [task.py:775] [Task: indiccopa-hi] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+/usr/local/lib/python3.10/dist-packages/datasets/load.py:1486: FutureWarning: The repository for ai4bharat/IndicCOPA contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/ai4bharat/IndicCOPA
+You can avoid this message in future by passing the argument `trust_remote_code=True`.
+Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
+  warnings.warn(
+2024-05-14:16:34:42,860 WARNING  [task.py:322] [Task: indiccopa-hi] has_training_docs and has_validation_docs are False, using test_docs as fewshot_docs but this is not recommended.
+2024-05-14:16:34:42,860 WARNING  [task.py:322] [Task: indiccopa-hi] has_training_docs and has_validation_docs are False, using test_docs as fewshot_docs but this is not recommended.
+2024-05-14:16:34:42,879 INFO     [task.py:395] Building contexts for indiccopa-hi on rank 2...
+100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 56/56 [00:00<00:00, 102033.46it/s]
+2024-05-14:16:34:44,718 INFO     [evaluator.py:379] Running loglikelihood requests
+Passed argument batch_size = auto:1. Detecting largest batch size
+Determined largest batch size: 64
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..d63edd781bd5bdbb7f67523ac1ba9f0f1ed392dc
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/requirements.txt
@@ -0,0 +1,163 @@
+DataProperty==1.0.1
+GitPython==3.1.43
+Jinja2==3.1.3
+Markdown==3.6
+MarkupSafe==2.1.5
+Pillow-SIMD==7.0.0.post3
+PyYAML==6.0
+Werkzeug==3.0.2
+absl-py==2.1.0
+accelerate==0.30.1
+aiohttp==3.9.4
+aiosignal==1.3.1
+antlr4-python3-runtime==4.9.3
+anyio==4.3.0
+async-timeout==4.0.3
+attrs==23.2.0
+av==9.2.0
+cachetools==5.3.3
+certifi==2024.2.2
+cffi==1.15.1
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+click==8.1.7
+cmake==3.29.2
+colorama==0.4.6
+datasets==2.19.1
+deepspeed==0.12.4+hpu.synapse.v1.15.1
+dill==0.3.8
+distlib==0.3.8
+distro==1.9.0
+docker-pycreds==0.4.0
+einops==0.8.0
+evaluate==0.4.2
+exceptiongroup==1.2.0
+expecttest==0.2.1
+filelock==3.13.4
+frozenlist==1.4.1
+fsspec==2024.3.1
+gitdb==4.0.11
+google-auth-oauthlib==0.4.6
+google-auth==2.29.0
+grpcio==1.62.1
+h11==0.14.0
+habana-media-loader==1.15.1.15
+habana-pyhlml==1.15.1.15
+habana-torch-dataloader==1.15.1.15
+habana-torch-plugin==1.15.1.15
+habana_gpu_migration==1.15.1.15
+habana_quantization_toolkit==1.15.1.15
+hjson==3.1.0
+httpcore==1.0.5
+httpx==0.27.0
+huggingface-hub==0.23.0
+identify==2.5.35
+idna==3.7
+importlib_resources==6.4.0
+iniconfig==2.0.0
+joblib==1.4.2
+jsonlines==4.0.0
+lightning-habana==1.4.0
+lightning-utilities==0.11.2
+lightning==2.2.0.post0
+lm_eval==0.3.0
+lm_eval==0.4.2
+lm_eval==0.4.2
+lm_eval==0.4.2
+mbstrdecoder==1.1.3
+more-itertools==10.2.0
+mpi4py==3.1.4
+mpmath==1.3.0
+multidict==6.0.5
+multiprocess==0.70.16
+networkx==3.3
+ninja==1.11.1.1
+nltk==3.8.1
+nodeenv==1.8.0
+numexpr==2.10.0
+numpy==1.23.5
+oauthlib==3.2.2
+omegaconf==2.3.0
+openai==1.29.0
+packaging==24.0
+pandas==2.0.1
+pathspec==0.12.1
+pathvalidate==3.2.0
+peft==0.10.0
+perfetto==0.7.0
+pip==22.0.2
+pip==23.3.1
+platformdirs==4.2.0
+pluggy==1.4.0
+portalocker==2.8.2
+pre-commit==3.3.3
+protobuf==3.20.3
+psutil==5.9.8
+py-cpuinfo==9.0.0
+pyarrow-hotfix==0.6
+pyarrow==16.0.0
+pyasn1==0.6.0
+pyasn1_modules==0.4.0
+pybind11==2.10.4
+pycountry==23.12.11
+pycparser==2.22
+pydantic==1.10.13
+pynvml==8.0.4
+pytablewriter==1.2.0
+pytest==8.1.1
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.2.2
+pytz==2024.1
+regex==2023.5.5
+requests-oauthlib==2.0.0
+requests==2.31.0
+rouge_score==0.1.2
+rsa==4.9
+sacrebleu==1.5.0
+safetensors==0.4.3
+scikit-learn==1.4.2
+scipy==1.13.0
+sentencepiece==0.2.0
+sentry-sdk==2.1.1
+setproctitle==1.3.3
+setuptools==59.6.0
+setuptools==69.5.1
+six==1.16.0
+smmap==5.0.1
+sniffio==1.3.1
+sqlitedict==2.1.0
+symengine==0.11.0
+sympy==1.12
+tabledata==1.3.3
+tcolorpy==0.1.6
+tdqm==0.0.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.11.2
+threadpoolctl==3.5.0
+tokenizers==0.19.1
+tomli==2.0.1
+torch==2.2.0a0+git8964477
+torch_tb_profiler==0.4.0
+torchaudio==2.2.0+08901ad
+torchdata==0.7.1+5e6f7b7
+torchmetrics==1.3.2
+torchtext==0.17.0+400da5c
+torchvision==0.17.0+b2383d4
+tqdm-multiprocess==0.0.11
+tqdm==4.66.2
+transformers==4.40.2
+typepy==1.3.2
+typing_extensions==4.11.0
+tzdata==2024.1
+urllib3==1.26.18
+virtualenv==20.25.1
+wandb==0.17.0
+wheel==0.37.1
+wheel==0.43.0
+word2number==1.1
+xxhash==3.4.1
+yamllint==1.35.1
+yarl==1.9.4
+zstandard==0.22.0
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/wandb-metadata.json b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..5d2e0eef4aaf1e57fc67dd3d26e42c295c7daeb5
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/files/wandb-metadata.json
@@ -0,0 +1,810 @@
+{
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diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/logs/debug-internal.log b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/logs/debug-internal.log
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diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/logs/debug.log b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..f1cccc25a410f9bf62af8e4f4bde20ea66d4f636
--- /dev/null
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+2024-05-14 16:34:24,559 INFO    MainThread:116794 [wandb_init.py:_log_setup():520] Logging user logs to /data/cronscript/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/logs/debug.log
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diff --git a/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/run-u68awlcv.wandb b/lm-evaluation-harness/wandb/run-20240514_163424-u68awlcv/run-u68awlcv.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..17c7fce949db32a39567b6790455ebbf265b5f47
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diff --git a/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/config.yaml b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b60183d59d763d107a72c6afcec223bab6b07966
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/config.yaml
@@ -0,0 +1,43 @@
+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.12
+    cli_version: 0.17.0
+    framework: huggingface
+    huggingface_version: 4.41.0
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1716403992
+    t:
+      1:
+      - 1
+      - 5
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+      3:
+      - 23
+      4: 3.10.12
+      5: 0.17.0
+      6: 4.41.0
+      8:
+      - 5
+      13: linux-x86_64
diff --git a/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/output.log b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..0bb2706861ed80b3336965b407c725d8a95d0006
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/output.log
@@ -0,0 +1,34 @@
+
+2024-05-22:18:53:13,321 INFO     [__main__.py:251] Verbosity set to INFO
+2024-05-22:18:53:21,821 INFO     [__main__.py:335] Selected Tasks: ['arc_easy', 'hellaswag', 'mrpc', 'openbookqa', 'sst2', 'winogrande']
+2024-05-22:18:53:21,822 INFO     [evaluator.py:131] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
+2024-05-22:18:53:21,823 INFO     [evaluator.py:177] Initializing hf model, with arguments: {'pretrained': '/mnt/weka/peacock/experiments/llama/checkpoint/llamav2-3b//hf_ckpt//global_step12000'}
+2024-05-22:18:53:24,119 INFO     [huggingface.py:164] Using device 'cuda'
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/__main__.py", line 417, in <module>
+    cli_evaluate()
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/__main__.py", line 341, in cli_evaluate
+    results = evaluator.simple_evaluate(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/utils.py", line 288, in _wrapper
+    return fn(*args, **kwargs)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/evaluator.py", line 180, in simple_evaluate
+    lm = lm_eval.api.registry.get_model(model).create_from_arg_string(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/api/model.py", line 134, in create_from_arg_string
+    return cls(**args, **args2)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/models/huggingface.py", line 190, in __init__
+    self._get_config(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/models/huggingface.py", line 471, in _get_config
+    self._config = transformers.AutoConfig.from_pretrained(
+  File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py", line 934, in from_pretrained
+    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py", line 632, in get_config_dict
+    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py", line 689, in _get_config_dict
+    resolved_config_file = cached_file(
+  File "/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py", line 370, in cached_file
+    raise EnvironmentError(
+OSError: /mnt/weka/peacock/experiments/llama/checkpoint/llamav2-3b//hf_ckpt//global_step12000 does not appear to have a file named config.json. Checkout 'https://huggingface.co//mnt/weka/peacock/experiments/llama/checkpoint/llamav2-3b//hf_ckpt//global_step12000/tree/main' for available files.
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a3573b3bbfd5b190fed4ccaed4ac2846002aec22
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/requirements.txt
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+DataProperty==1.0.1
+GitPython==3.1.43
+Jinja2==3.1.4
+Markdown==3.6
+MarkupSafe==2.1.5
+Pillow-SIMD==7.0.0.post3
+PyYAML==6.0
+Werkzeug==3.0.3
+absl-py==2.1.0
+accelerate==0.30.1
+aiohttp==3.9.5
+aiosignal==1.3.1
+async-timeout==4.0.3
+attrs==23.2.0
+av==9.2.0
+cachetools==5.3.3
+certifi==2024.2.2
+cffi==1.15.1
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+click==8.1.7
+cmake==3.29.2
+colorama==0.4.6
+datasets==2.19.1
+deepspeed==0.12.4+hpu.synapse.v1.15.1
+dill==0.3.8
+distlib==0.3.8
+docker-pycreds==0.4.0
+einops==0.8.0
+evaluate==0.4.2
+exceptiongroup==1.2.1
+expecttest==0.2.1
+filelock==3.14.0
+frozenlist==1.4.1
+fsspec==2024.3.1
+gitdb==4.0.11
+google-auth-oauthlib==0.4.6
+google-auth==2.29.0
+grpcio==1.63.0
+habana-media-loader==1.15.1.15
+habana-pyhlml==1.15.1.15
+habana-torch-dataloader==1.15.1.15
+habana-torch-plugin==1.15.1.15
+habana_gpu_migration==1.15.1.15
+habana_quantization_toolkit==1.15.1.15
+hjson==3.1.0
+huggingface-hub==0.23.1
+identify==2.5.36
+idna==3.7
+iniconfig==2.0.0
+joblib==1.4.2
+jsonlines==4.0.0
+lightning-habana==1.4.0
+lightning-utilities==0.11.2
+lightning==2.2.0.post0
+lm_eval==0.4.2
+lm_eval==0.4.2
+lm_eval==0.4.2
+lxml==5.2.2
+mbstrdecoder==1.1.3
+more-itertools==10.2.0
+mpi4py==3.1.4
+mpmath==1.3.0
+multidict==6.0.5
+multiprocess==0.70.16
+networkx==3.3
+ninja==1.11.1.1
+nltk==3.8.1
+nodeenv==1.8.0
+numexpr==2.10.0
+numpy==1.23.5
+oauthlib==3.2.2
+packaging==24.0
+pandas==2.0.1
+pathspec==0.12.1
+pathvalidate==3.2.0
+peft==0.11.1
+perfetto==0.7.0
+pillow==10.3.0
+pip==22.0.2
+pip==23.3.1
+platformdirs==4.2.1
+pluggy==1.5.0
+portalocker==2.8.2
+pre-commit==3.3.3
+pretty-errors==1.2.25
+protobuf==3.20.3
+psutil==5.9.8
+py-cpuinfo==9.0.0
+pyarrow-hotfix==0.6
+pyarrow==16.1.0
+pyasn1==0.6.0
+pyasn1_modules==0.4.0
+pybind11==2.10.4
+pycparser==2.22
+pydantic==1.10.13
+pynvml==8.0.4
+pytablewriter==1.2.0
+pytest==8.2.0
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.2.4
+pytz==2024.1
+regex==2023.5.5
+requests-oauthlib==2.0.0
+requests==2.31.0
+rouge_score==0.1.2
+rsa==4.9
+sacrebleu==2.4.2
+safetensors==0.4.3
+scikit-learn==1.5.0
+scipy==1.13.0
+sentencepiece==0.2.0
+sentry-sdk==2.2.1
+setproctitle==1.3.3
+setuptools==59.6.0
+setuptools==69.5.1
+six==1.16.0
+smmap==5.0.1
+sqlitedict==2.1.0
+symengine==0.11.0
+sympy==1.12
+tabledata==1.3.3
+tabulate==0.9.0
+tcolorpy==0.1.6
+tdqm==0.0.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.11.2
+threadpoolctl==3.5.0
+tokenizers==0.19.1
+tomli==2.0.1
+torch==2.2.0a0+git8964477
+torch_tb_profiler==0.4.0
+torchaudio==2.2.0+08901ad
+torchdata==0.7.1+5e6f7b7
+torchmetrics==1.4.0
+torchtext==0.17.0+400da5c
+torchvision==0.17.0+b2383d4
+tqdm-multiprocess==0.0.11
+tqdm==4.66.4
+transformers==4.41.0
+typepy==1.3.2
+typing_extensions==4.11.0
+tzdata==2024.1
+urllib3==1.26.18
+virtualenv==20.26.1
+wandb==0.17.0
+wheel==0.37.1
+wheel==0.43.0
+word2number==1.1
+xxhash==3.4.1
+yamllint==1.35.1
+yarl==1.9.4
+zstandard==0.22.0
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/wandb-metadata.json b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..b498ee08d5a2a298f3f3d51efdbcfae4323047e4
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/files/wandb-metadata.json
@@ -0,0 +1,850 @@
+{
+    "os": "Linux-5.15.0-92-generic-x86_64-with-glibc2.35",
+    "python": "3.10.12",
+    "heartbeatAt": "2024-05-22T18:53:13.121560",
+    "startedAt": "2024-05-22T18:53:12.644817",
+    "docker": null,
+    "cuda": null,
+    "args": [
+        "--model",
+        "hf",
+        "--model_args",
+        "pretrained=/mnt/weka/peacock/experiments/llama/checkpoint/llamav2-3b//hf_ckpt//global_step12000",
+        "--tasks",
+        "hellaswag,arc_easy,openbookqa,winogrande,sst2,mrpc",
+        "--batch_size",
+        "auto",
+        "--wandb_args",
+        "project=bharatgpt,group=trial_expt_2"
+    ],
+    "state": "running",
+    "program": "-m lm_eval.__main__",
+    "codePathLocal": null,
+    "git": {
+        "remote": "https://github.com/EleutherAI/lm-evaluation-harness",
+        "commit": null
+    },
+    "email": null,
+    "root": "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness",
+    "host": "peacock-evaluation-worker-0",
+    "username": "root",
+    "executable": "/usr/bin/python3",
+    "cpu_count": 80,
+    "cpu_count_logical": 160,
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diff --git a/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/logs/debug-internal.log b/lm-evaluation-harness/wandb/run-20240522_185312-zyl3j05r/logs/debug-internal.log
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+  value:
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+    cli_version: 0.17.0
+    framework: huggingface
+    huggingface_version: 4.36.2
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1716987919
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+  value:
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+      group:
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+      dataset_path: allenai/ai2_arc
+      dataset_name: ARC-Easy
+      training_split: train
+      validation_split: validation
+      test_split: test
+      doc_to_text: 'Question: {{question}}
+
+        Answer:'
+      doc_to_target: '{{choices.label.index(answerKey)}}'
+      doc_to_choice: '{{choices.text}}'
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
+      - metric: acc
+        aggregation: mean
+        higher_is_better: true
+      - metric: acc_norm
+        aggregation: mean
+        higher_is_better: true
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: true
+      doc_to_decontamination_query: 'Question: {{question}}
+
+        Answer:'
+      metadata:
+        version: 1.0
+    boolq:
+      task: boolq
+      group:
+      - super-glue-lm-eval-v1
+      dataset_path: super_glue
+      dataset_name: boolq
+      training_split: train
+      validation_split: validation
+      doc_to_text: '{{passage}}
+
+        Question: {{question}}?
+
+        Answer:'
+      doc_to_target: label
+      doc_to_choice:
+      - 'no'
+      - 'yes'
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
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+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: true
+      doc_to_decontamination_query: passage
+      metadata:
+        version: 2.0
+    copa:
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+      group:
+      - super-glue-lm-eval-v1
+      dataset_path: super_glue
+      dataset_name: copa
+      training_split: train
+      validation_split: validation
+      doc_to_text: "def doc_to_text(doc):\n    # Drop the period\n    connector =\
+        \ {\n        \"cause\": \"because\",\n        \"effect\": \"therefore\",\n\
+        \    }[doc[\"question\"]]\n    return doc[\"premise\"].strip()[:-1] + f\"\
+        \ {connector}\"\n"
+      doc_to_target: "def doc_to_target(doc):\n    correct_choice = doc[\"choice1\"\
+        ] if doc[\"label\"] == 0 else doc[\"choice2\"]\n    # Connect the sentences\n\
+        \    return \" \" + convert_choice(correct_choice)\n"
+      doc_to_choice: "def doc_to_choice(doc):\n    return [\" \" + convert_choice(doc[\"\
+        choice1\"]), \" \" + convert_choice(doc[\"choice2\"])]\n"
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
+      - metric: acc
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: false
+      metadata:
+        version: 1.0
+    mrpc:
+      task: mrpc
+      group: glue
+      dataset_path: glue
+      dataset_name: mrpc
+      training_split: train
+      validation_split: validation
+      doc_to_text: 'Sentence 1: {{sentence1}}
+
+        Sentence 2: {{sentence2}}
+
+        Question: Do both sentences mean the same thing?
+
+        Answer:'
+      doc_to_target: label
+      doc_to_choice:
+      - 'no'
+      - 'yes'
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
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+      - metric: f1
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: false
+      metadata:
+        version: 1.0
+    piqa:
+      task: piqa
+      dataset_path: piqa
+      training_split: train
+      validation_split: validation
+      doc_to_text: 'Question: {{goal}}
+
+        Answer:'
+      doc_to_target: label
+      doc_to_choice: '{{[sol1, sol2]}}'
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
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+        aggregation: mean
+        higher_is_better: true
+      - metric: acc_norm
+        aggregation: mean
+        higher_is_better: true
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: true
+      doc_to_decontamination_query: goal
+      metadata:
+        version: 1.0
+    sst2:
+      task: sst2
+      group: glue
+      dataset_path: glue
+      dataset_name: sst2
+      training_split: train
+      validation_split: validation
+      doc_to_text: '{{sentence}}
+
+        Question: Is this sentence positive or negative?
+
+        Answer:'
+      doc_to_target: label
+      doc_to_choice:
+      - negative
+      - positive
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
+      - metric: acc
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: false
+      metadata:
+        version: 1.0
+    winogrande:
+      task: winogrande
+      dataset_path: winogrande
+      dataset_name: winogrande_xl
+      training_split: train
+      validation_split: validation
+      doc_to_text: "def doc_to_text(doc):\n    answer_to_num = {\"1\": 0, \"2\": 1}\n\
+        \    return answer_to_num[doc[\"answer\"]]\n"
+      doc_to_target: "def doc_to_target(doc):\n    idx = doc[\"sentence\"].index(\"\
+        _\") + 1\n    return doc[\"sentence\"][idx:].strip()\n"
+      doc_to_choice: "def doc_to_choice(doc):\n    idx = doc[\"sentence\"].index(\"\
+        _\")\n    options = [doc[\"option1\"], doc[\"option2\"]]\n    return [doc[\"\
+        sentence\"][:idx] + opt for opt in options]\n"
+      description: ''
+      target_delimiter: ' '
+      fewshot_delimiter: '
+
+
+        '
+      num_fewshot: 0
+      metric_list:
+      - metric: acc
+        aggregation: mean
+        higher_is_better: true
+      output_type: multiple_choice
+      repeats: 1
+      should_decontaminate: true
+      doc_to_decontamination_query: sentence
+      metadata:
+        version: 1.0
+cli_configs:
+  desc: null
+  value:
+    model: hf
+    model_args: pretrained=/mnt/weka/peacock/experiments/llama/eval/checkpoint/llamav2-3b/hf/global_step20000,tokenizer=huggyllama/llama-13b
+    batch_size: auto
+    batch_sizes:
+    - 64
+    device: null
+    use_cache: null
+    limit: null
+    bootstrap_iters: 100000
+    gen_kwargs: null
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+++ b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/media/table/evaluation/eval_results_1_00813995c90417288110.table.json
@@ -0,0 +1 @@
+{"columns": ["Tasks", "Version", "Filter", "num_fewshot", "Metric", "Value", "Stderr"], "data": [["winogrande", 1.0, "none", 0, "acc", "0.5098658247829518", "0.0140"], ["sst2", 1.0, "none", 0, "acc", "0.518348623853211", "0.0169"], ["piqa", 1.0, "none", 0, "acc", "0.528835690968444", "0.0116"], ["piqa", 1.0, "none", 0, "acc_norm", "0.5", "0.0117"], ["mrpc", 1.0, "none", 0, "acc", "0.5098039215686274", "0.0248"], ["mrpc", 1.0, "none", 0, "f1", "0.601593625498008", "0.0258"], ["copa", 1.0, "none", 0, "acc", "0.69", "0.0465"], ["boolq", 2.0, "none", 0, "acc", "0.4709480122324159", "0.0087"], ["arc_easy", 1.0, "none", 0, "acc", "0.24705387205387205", "0.0089"], ["arc_easy", 1.0, "none", 0, "acc_norm", "0.25084175084175087", "0.0089"]]}
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/output.log b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..d0c0a5202b25d50bc1b6d84548e77732ccaac492
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/output.log
@@ -0,0 +1,492 @@
+
+2024-05-29:13:05:20,470 INFO     [__main__.py:251] Verbosity set to INFO
+2024-05-29:13:05:29,765 INFO     [__main__.py:335] Selected Tasks: ['arc_easy', 'boolq', 'copa', 'mrpc', 'piqa', 'sst2', 'winogrande']
+2024-05-29:13:05:29,766 INFO     [evaluator.py:131] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
+2024-05-29:13:05:29,767 INFO     [evaluator.py:177] Initializing hf model, with arguments: {'pretrained': '/mnt/weka/peacock/experiments/llama/eval/checkpoint/llamav2-3b/hf/global_step20000', 'tokenizer': 'huggyllama/llama-13b'}
+2024-05-29:13:05:32,474 INFO     [huggingface.py:164] Using device 'cuda'
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.
+  warnings.warn(
+Downloading readme: 100%|██████████| 9.00k/9.00k [00:00<00:00, 17.1MB/s]
+Downloading data: 100%|██████████| 331k/331k [00:00<00:00, 2.52MB/s]
+Downloading data: 100%|██████████| 346k/346k [00:00<00:00, 4.35MB/s]
+Downloading data: 100%|██████████| 86.1k/86.1k [00:00<00:00, 1.09MB/s]
+Generating train split: 100%|██████████| 2251/2251 [00:00<00:00, 53472.84 examples/s]
+Generating test split: 100%|██████████| 2376/2376 [00:00<00:00, 329149.73 examples/s]
+Generating validation split: 100%|██████████| 570/570 [00:00<00:00, 190832.80 examples/s]
+2024-05-29:13:06:03,624 WARNING  [task.py:763] [Task: boolq] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-29:13:06:03,625 WARNING  [task.py:775] [Task: boolq] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+/usr/local/lib/python3.10/dist-packages/datasets/load.py:1486: FutureWarning: The repository for super_glue contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/super_glue
+You can avoid this message in future by passing the argument `trust_remote_code=True`.
+Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
+  warnings.warn(
+Downloading builder script: 100%|██████████| 30.7k/30.7k [00:00<00:00, 39.1MB/s]
+Downloading readme: 100%|██████████| 18.2k/18.2k [00:00<00:00, 32.5MB/s]
+Downloading data: 100%|██████████| 4.12M/4.12M [00:00<00:00, 46.2MB/s]
+Generating train split: 100%|██████████| 9427/9427 [00:00<00:00, 22200.60 examples/s]
+Generating validation split: 100%|██████████| 3270/3270 [00:00<00:00, 21763.04 examples/s]
+Generating test split: 100%|██████████| 3245/3245 [00:00<00:00, 23211.76 examples/s]
+2024-05-29:13:06:07,477 WARNING  [task.py:763] [Task: copa] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-29:13:06:07,478 WARNING  [task.py:775] [Task: copa] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+Downloading data: 100%|██████████| 44.0k/44.0k [00:00<00:00, 50.9MB/s]
+Generating train split: 100%|██████████| 400/400 [00:00<00:00, 16080.60 examples/s]
+Generating validation split: 100%|██████████| 100/100 [00:00<00:00, 12116.66 examples/s]
+Generating test split: 100%|██████████| 500/500 [00:00<00:00, 17103.27 examples/s]
+2024-05-29:13:06:09,591 WARNING  [task.py:763] [Task: mrpc] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-29:13:06:09,592 WARNING  [task.py:775] [Task: mrpc] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+2024-05-29:13:06:09,592 WARNING  [task.py:763] [Task: mrpc] metric f1 is defined, but aggregation is not. using default aggregation=f1
+2024-05-29:13:06:09,593 WARNING  [task.py:775] [Task: mrpc] metric f1 is defined, but higher_is_better is not. using default higher_is_better=True
+Downloading readme: 100%|██████████| 35.3k/35.3k [00:00<00:00, 36.4MB/s]
+Downloading data: 100%|██████████| 649k/649k [00:00<00:00, 4.35MB/s]
+Downloading data: 100%|██████████| 75.7k/75.7k [00:00<00:00, 514kB/s]
+Downloading data: 100%|██████████| 308k/308k [00:00<00:00, 2.07MB/s]
+Generating train split: 100%|██████████| 3668/3668 [00:00<00:00, 412524.99 examples/s]
+Generating validation split: 100%|██████████| 408/408 [00:00<00:00, 174211.14 examples/s]
+Generating test split: 100%|██████████| 1725/1725 [00:00<00:00, 381220.00 examples/s]
+/usr/local/lib/python3.10/dist-packages/datasets/load.py:1486: FutureWarning: The repository for piqa contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/piqa
+You can avoid this message in future by passing the argument `trust_remote_code=True`.
+Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
+  warnings.warn(
+Downloading builder script: 100%|██████████| 5.36k/5.36k [00:00<00:00, 11.9MB/s]
+Downloading readme: 100%|██████████| 8.41k/8.41k [00:00<00:00, 17.5MB/s]
+Downloading data: 100%|██████████| 1.82M/1.82M [00:00<00:00, 4.13MB/s]
+Downloading data: 100%|██████████| 815k/815k [00:00<00:00, 18.8MB/s]
+Generating train split: 100%|██████████| 16113/16113 [00:00<00:00, 23724.07 examples/s]
+Generating test split: 100%|██████████| 3084/3084 [00:00<00:00, 24526.51 examples/s]
+Generating validation split: 100%|██████████| 1838/1838 [00:00<00:00, 23691.90 examples/s]
+2024-05-29:13:06:20,348 WARNING  [task.py:763] [Task: sst2] metric acc is defined, but aggregation is not. using default aggregation=mean
+2024-05-29:13:06:20,350 WARNING  [task.py:775] [Task: sst2] metric acc is defined, but higher_is_better is not. using default higher_is_better=True
+Downloading data: 100%|██████████| 3.11M/3.11M [00:00<00:00, 20.2MB/s]
+Downloading data: 100%|██████████| 72.8k/72.8k [00:00<00:00, 506kB/s]
+Downloading data: 100%|██████████| 148k/148k [00:00<00:00, 997kB/s]
+Generating train split: 100%|██████████| 67349/67349 [00:00<00:00, 1424390.02 examples/s]
+Generating validation split: 100%|██████████| 872/872 [00:00<00:00, 401695.01 examples/s]
+Generating test split: 100%|██████████| 1821/1821 [00:00<00:00, 538140.46 examples/s]
+/usr/local/lib/python3.10/dist-packages/datasets/load.py:1486: FutureWarning: The repository for winogrande contains custom code which must be executed to correctly load the dataset. You can inspect the repository content at https://hf.co/datasets/winogrande
+You can avoid this message in future by passing the argument `trust_remote_code=True`.
+Passing `trust_remote_code=True` will be mandatory to load this dataset from the next major release of `datasets`.
+  warnings.warn(
+Downloading builder script: 100%|██████████| 5.65k/5.65k [00:00<00:00, 12.4MB/s]
+Downloading readme: 100%|██████████| 9.97k/9.97k [00:00<00:00, 20.0MB/s]
+Downloading data: 100%|██████████| 3.40M/3.40M [00:00<00:00, 6.92MB/s]
+Generating train split: 100%|██████████| 40398/40398 [00:01<00:00, 23997.77 examples/s]
+Generating test split: 100%|██████████| 1767/1767 [00:00<00:00, 24340.56 examples/s]
+Generating validation split: 100%|██████████| 1267/1267 [00:00<00:00, 23383.30 examples/s]
+2024-05-29:13:06:33,010 INFO     [task.py:395] Building contexts for winogrande on rank 0...
+100%|██████████| 1267/1267 [00:00<00:00, 69363.08it/s]
+2024-05-29:13:06:33,095 INFO     [task.py:395] Building contexts for sst2 on rank 0...
+100%|██████████| 872/872 [00:00<00:00, 2561.80it/s]
+2024-05-29:13:06:33,465 INFO     [task.py:395] Building contexts for piqa on rank 0...
+100%|██████████| 1838/1838 [00:01<00:00, 1074.86it/s]
+2024-05-29:13:06:35,248 INFO     [task.py:395] Building contexts for mrpc on rank 0...
+100%|██████████| 408/408 [00:00<00:00, 1825.85it/s]
+2024-05-29:13:06:35,493 INFO     [task.py:395] Building contexts for copa on rank 0...
+100%|██████████| 100/100 [00:00<00:00, 62341.02it/s]
+2024-05-29:13:06:35,502 INFO     [task.py:395] Building contexts for boolq on rank 0...
+100%|██████████| 3270/3270 [00:01<00:00, 1978.21it/s]
+2024-05-29:13:06:37,286 INFO     [task.py:395] Building contexts for arc_easy on rank 0...
+100%|██████████| 2376/2376 [00:02<00:00, 1069.99it/s]
+2024-05-29:13:06:39,656 INFO     [evaluator.py:379] Running loglikelihood requests
+Running loglikelihood requests:   0%|          | 0/25011 [00:00<?, ?it/s]
+Passed argument batch_size = auto:1. Detecting largest batch size
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+Running loglikelihood requests: 100%|██████████| 25011/25011 [41:37<00:00, 10.02it/s]
+bootstrapping for stddev: f1_score
+
+
+
+100%|██████████| 100/100 [02:10<00:00,  1.31s/it]
+hf (pretrained=/mnt/weka/peacock/experiments/llama/eval/checkpoint/llamav2-3b/hf/global_step20000,tokenizer=huggyllama/llama-13b), gen_kwargs: (None), limit: None, num_fewshot: None, batch_size: auto (64)
+|  Tasks   |Version|Filter|n-shot| Metric |Value |   |Stderr|
+|----------|------:|------|-----:|--------|-----:|---|-----:|
+|winogrande|      1|none  |     0|acc     |0.5099|±  |0.0140|
+|sst2      |      1|none  |     0|acc     |0.5183|±  |0.0169|
+|piqa      |      1|none  |     0|acc     |0.5288|±  |0.0116|
+|          |       |none  |     0|acc_norm|0.5000|±  |0.0117|
+|mrpc      |      1|none  |     0|acc     |0.5098|±  |0.0248|
+|          |       |none  |     0|f1      |0.6016|±  |0.0258|
+|copa      |      1|none  |     0|acc     |0.6900|±  |0.0465|
+|boolq     |      2|none  |     0|acc     |0.4709|±  |0.0087|
+|arc_easy  |      1|none  |     0|acc     |0.2471|±  |0.0089|
+|          |       |none  |     0|acc_norm|0.2508|±  |0.0089|
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7391d0fb5302364497bd6017486c36f0caae0613
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/requirements.txt
@@ -0,0 +1,154 @@
+DataProperty==1.0.1
+GitPython==3.1.43
+Jinja2==3.1.4
+Markdown==3.6
+MarkupSafe==2.1.5
+Pillow-SIMD==7.0.0.post3
+PyYAML==6.0
+Werkzeug==3.0.3
+absl-py==2.1.0
+accelerate==0.30.1
+aiohttp==3.9.5
+aiosignal==1.3.1
+async-timeout==4.0.3
+attrs==23.2.0
+av==9.2.0
+cachetools==5.3.3
+certifi==2024.2.2
+cffi==1.15.1
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+click==8.1.7
+cmake==3.29.2
+colorama==0.4.6
+datasets==2.19.1
+deepspeed==0.12.4+hpu.synapse.v1.15.1
+dill==0.3.8
+distlib==0.3.8
+docker-pycreds==0.4.0
+einops==0.8.0
+evaluate==0.4.2
+exceptiongroup==1.2.1
+expecttest==0.2.1
+filelock==3.14.0
+frozenlist==1.4.1
+fsspec==2024.3.1
+gitdb==4.0.11
+google-auth-oauthlib==0.4.6
+google-auth==2.29.0
+grpcio==1.63.0
+habana-media-loader==1.15.1.15
+habana-pyhlml==1.15.1.15
+habana-torch-dataloader==1.15.1.15
+habana-torch-plugin==1.15.1.15
+habana_gpu_migration==1.15.1.15
+habana_quantization_toolkit==1.15.1.15
+hjson==3.1.0
+huggingface-hub==0.23.2
+identify==2.5.36
+idna==3.7
+iniconfig==2.0.0
+joblib==1.4.2
+jsonlines==4.0.0
+lightning-habana==1.4.0
+lightning-utilities==0.11.2
+lightning==2.2.0.post0
+lm_eval==0.4.2
+lm_eval==0.4.2
+lm_eval==0.4.2
+lxml==5.2.2
+mbstrdecoder==1.1.3
+more-itertools==10.2.0
+mpi4py==3.1.4
+mpmath==1.3.0
+multidict==6.0.5
+multiprocess==0.70.16
+networkx==3.3
+ninja==1.11.1.1
+nltk==3.8.1
+nodeenv==1.8.0
+numexpr==2.10.0
+numpy==1.23.5
+oauthlib==3.2.2
+packaging==24.0
+pandas==2.0.1
+pathspec==0.12.1
+pathvalidate==3.2.0
+peft==0.11.1
+perfetto==0.7.0
+pip==22.0.2
+pip==23.3.1
+platformdirs==4.2.1
+pluggy==1.5.0
+portalocker==2.8.2
+pre-commit==3.3.3
+pretty-errors==1.2.25
+protobuf==3.20.3
+psutil==5.9.8
+py-cpuinfo==9.0.0
+pyarrow-hotfix==0.6
+pyarrow==16.1.0
+pyasn1==0.6.0
+pyasn1_modules==0.4.0
+pybind11==2.10.4
+pycparser==2.22
+pydantic==1.10.13
+pynvml==8.0.4
+pytablewriter==1.2.0
+pytest==8.2.0
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.2.4
+pytz==2024.1
+regex==2023.5.5
+requests-oauthlib==2.0.0
+requests==2.31.0
+rouge_score==0.1.2
+rsa==4.9
+sacrebleu==2.4.2
+safetensors==0.4.3
+scikit-learn==1.5.0
+scipy==1.13.1
+sentencepiece==0.2.0
+sentry-sdk==2.3.1
+setproctitle==1.3.3
+setuptools==59.6.0
+setuptools==69.5.1
+six==1.16.0
+smmap==5.0.1
+sqlitedict==2.1.0
+symengine==0.11.0
+sympy==1.12
+tabledata==1.3.3
+tabulate==0.9.0
+tcolorpy==0.1.6
+tdqm==0.0.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.11.2
+threadpoolctl==3.5.0
+tokenizers==0.15.2
+tomli==2.0.1
+torch==2.2.0a0+git8964477
+torch_tb_profiler==0.4.0
+torchaudio==2.2.0+08901ad
+torchdata==0.7.1+5e6f7b7
+torchmetrics==1.4.0
+torchtext==0.17.0+400da5c
+torchvision==0.17.0+b2383d4
+tqdm-multiprocess==0.0.11
+tqdm==4.66.4
+transformers==4.36.2
+typepy==1.3.2
+typing_extensions==4.11.0
+tzdata==2024.1
+urllib3==1.26.18
+virtualenv==20.26.1
+wandb==0.17.0
+wheel==0.37.1
+wheel==0.43.0
+word2number==1.1
+xxhash==3.4.1
+yamllint==1.35.1
+yarl==1.9.4
+zstandard==0.22.0
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/wandb-metadata.json b/lm-evaluation-harness/wandb/run-20240529_130519-xd9jvj0r/files/wandb-metadata.json
new file mode 100644
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new file mode 100644
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Drop the period\n    connector = {\n        "cause": "because",\n        "effect": "therefore",\n    }[doc["question"]]\n    return doc["premise"].strip()[:-1] + f" {connector}"\n', 'doc_to_target': 'def doc_to_target(doc):\n    correct_choice = doc["choice1"] if doc["label"] == 0 else doc["choice2"]\n    # Connect the sentences\n    return " " + convert_choice(correct_choice)\n', 'doc_to_choice': 'def doc_to_choice(doc):\n    return [" " + convert_choice(doc["choice1"]), " " + convert_choice(doc["choice2"])]\n', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'mrpc': {'task': 'mrpc', 'group': 'glue', 'dataset_path': 'glue', 'dataset_name': 'mrpc', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'Sentence 1: {{sentence1}}\nSentence 2: {{sentence2}}\nQuestion: Do both sentences mean the same thing?\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': ['no', 'yes'], 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}, {'metric': 'f1'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'piqa': {'task': 'piqa', 'dataset_path': 'piqa', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'Question: {{goal}}\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': '{{[sol1, sol2]}}', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc', 'aggregation': 'mean', 'higher_is_better': True}, {'metric': 'acc_norm', 'aggregation': 'mean', 'higher_is_better': True}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'goal', 'metadata': {'version': 1.0}}, 'sst2': {'task': 'sst2', 'group': 'glue', 'dataset_path': 'glue', 'dataset_name': 'sst2', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': '{{sentence}}\nQuestion: Is this sentence positive or negative?\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': ['negative', 'positive'], 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'winogrande': {'task': 'winogrande', 'dataset_path': 'winogrande', 'dataset_name': 'winogrande_xl', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'def doc_to_text(doc):\n    answer_to_num = {"1": 0, "2": 1}\n    return answer_to_num[doc["answer"]]\n', 'doc_to_target': 'def doc_to_target(doc):\n    idx = doc["sentence"].index("_") + 1\n    return doc["sentence"][idx:].strip()\n', 'doc_to_choice': 'def doc_to_choice(doc):\n    idx = doc["sentence"].index("_")\n    options = [doc["option1"], doc["option2"]]\n    return [doc["sentence"][:idx] + opt for opt in options]\n', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc', 'aggregation': 'mean', 'higher_is_better': True}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'sentence', 'metadata': {'version': 1.0}}}, 'cli_configs': {'model': 'hf', 'model_args': 'pretrained=/mnt/weka/peacock/experiments/llama/eval/checkpoint/llamav2-3b/hf/global_step20000,tokenizer=huggyllama/llama-13b', 'batch_size': 'auto', 'batch_sizes': [64], 'device': None, 'use_cache': None, 'limit': None, 'bootstrap_iters': 100000, 'gen_kwargs': None}}
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diff --git a/lm-evaluation-harness/wandb/run-20240529_130623-ufhzqpyv/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240529_130623-ufhzqpyv/files/requirements.txt
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index 0000000000000000000000000000000000000000..7391d0fb5302364497bd6017486c36f0caae0613
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diff --git a/lm-evaluation-harness/wandb/run-20240529_130623-ufhzqpyv/files/wandb-summary.json b/lm-evaluation-harness/wandb/run-20240529_130623-ufhzqpyv/files/wandb-summary.json
new file mode 100644
index 0000000000000000000000000000000000000000..7584d969557a496dc92ba1ede889785581edcc34
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240529_130623-ufhzqpyv/files/wandb-summary.json
@@ -0,0 +1 @@
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diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/config.yaml b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0ef30b284092c3530b5c9d024af93a6c2d878363
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/config.yaml
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+wandb_version: 1
+
+_wandb:
+  desc: null
+  value:
+    python_version: 3.10.12
+    cli_version: 0.17.0
+    framework: huggingface
+    huggingface_version: 4.36.2
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    start_time: 1717051577
+    t:
+      1:
+      - 1
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+      4: 3.10.12
+      5: 0.17.0
+      6: 4.36.2
+      8:
+      - 5
+      13: linux-x86_64
diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/output.log b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/output.log
new file mode 100644
index 0000000000000000000000000000000000000000..a8ef27dc90d4e7e45063ebbbdd8e88a4ae995fbe
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/output.log
@@ -0,0 +1,38 @@
+
+2024-05-30:06:46:18,181 INFO     [__main__.py:251] Verbosity set to INFO
+2024-05-30:06:46:27,642 INFO     [__main__.py:335] Selected Tasks: ['arc_easy', 'boolq', 'copa', 'mrpc', 'piqa', 'sst2', 'winogrande']
+2024-05-30:06:46:27,643 INFO     [evaluator.py:131] Setting random seed to 0 | Setting numpy seed to 1234 | Setting torch manual seed to 1234
+2024-05-30:06:46:27,644 INFO     [evaluator.py:177] Initializing hf model, with arguments: {'pretrained': '/mnt/weka/peacock/experiments/llama/eval/checkpoint-english/llamav2-3b/hf/global_step20000', 'tokenizer': '/mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k/'}
+2024-05-30:06:46:29,944 INFO     [huggingface.py:164] Using device 'cuda'
+/usr/local/lib/python3.10/dist-packages/habana_frameworks/torch/gpu_migration/torch/cuda/memory.py:36: UserWarning: No need to call empty_cache on HPU. It manages the memory internally in an effcient way.
+  warnings.warn(
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/__main__.py", line 417, in <module>
+    cli_evaluate()
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/__main__.py", line 341, in cli_evaluate
+    results = evaluator.simple_evaluate(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/utils.py", line 288, in _wrapper
+    return fn(*args, **kwargs)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/evaluator.py", line 180, in simple_evaluate
+    lm = lm_eval.api.registry.get_model(model).create_from_arg_string(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/api/model.py", line 134, in create_from_arg_string
+    return cls(**args, **args2)
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/models/huggingface.py", line 237, in __init__
+    self._create_tokenizer(
+  File "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness/lm_eval/models/huggingface.py", line 630, in _create_tokenizer
+    self.tokenizer = transformers.AutoTokenizer.from_pretrained(
+  File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/tokenization_auto.py", line 752, in from_pretrained
+    config = AutoConfig.from_pretrained(
+  File "/usr/local/lib/python3.10/dist-packages/transformers/models/auto/configuration_auto.py", line 1082, in from_pretrained
+    config_dict, unused_kwargs = PretrainedConfig.get_config_dict(pretrained_model_name_or_path, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py", line 644, in get_config_dict
+    config_dict, kwargs = cls._get_config_dict(pretrained_model_name_or_path, **kwargs)
+  File "/usr/local/lib/python3.10/dist-packages/transformers/configuration_utils.py", line 699, in _get_config_dict
+    resolved_config_file = cached_file(
+  File "/usr/local/lib/python3.10/dist-packages/transformers/utils/hub.py", line 360, in cached_file
+    raise EnvironmentError(
+OSError: /mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k/ does not appear to have a file named config.json. Checkout 'https://huggingface.co//mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k//main' for available files.
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/requirements.txt b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/requirements.txt
new file mode 100644
index 0000000000000000000000000000000000000000..7391d0fb5302364497bd6017486c36f0caae0613
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/requirements.txt
@@ -0,0 +1,154 @@
+DataProperty==1.0.1
+GitPython==3.1.43
+Jinja2==3.1.4
+Markdown==3.6
+MarkupSafe==2.1.5
+Pillow-SIMD==7.0.0.post3
+PyYAML==6.0
+Werkzeug==3.0.3
+absl-py==2.1.0
+accelerate==0.30.1
+aiohttp==3.9.5
+aiosignal==1.3.1
+async-timeout==4.0.3
+attrs==23.2.0
+av==9.2.0
+cachetools==5.3.3
+certifi==2024.2.2
+cffi==1.15.1
+cfgv==3.4.0
+chardet==5.2.0
+charset-normalizer==3.3.2
+click==8.1.7
+cmake==3.29.2
+colorama==0.4.6
+datasets==2.19.1
+deepspeed==0.12.4+hpu.synapse.v1.15.1
+dill==0.3.8
+distlib==0.3.8
+docker-pycreds==0.4.0
+einops==0.8.0
+evaluate==0.4.2
+exceptiongroup==1.2.1
+expecttest==0.2.1
+filelock==3.14.0
+frozenlist==1.4.1
+fsspec==2024.3.1
+gitdb==4.0.11
+google-auth-oauthlib==0.4.6
+google-auth==2.29.0
+grpcio==1.63.0
+habana-media-loader==1.15.1.15
+habana-pyhlml==1.15.1.15
+habana-torch-dataloader==1.15.1.15
+habana-torch-plugin==1.15.1.15
+habana_gpu_migration==1.15.1.15
+habana_quantization_toolkit==1.15.1.15
+hjson==3.1.0
+huggingface-hub==0.23.2
+identify==2.5.36
+idna==3.7
+iniconfig==2.0.0
+joblib==1.4.2
+jsonlines==4.0.0
+lightning-habana==1.4.0
+lightning-utilities==0.11.2
+lightning==2.2.0.post0
+lm_eval==0.4.2
+lm_eval==0.4.2
+lm_eval==0.4.2
+lxml==5.2.2
+mbstrdecoder==1.1.3
+more-itertools==10.2.0
+mpi4py==3.1.4
+mpmath==1.3.0
+multidict==6.0.5
+multiprocess==0.70.16
+networkx==3.3
+ninja==1.11.1.1
+nltk==3.8.1
+nodeenv==1.8.0
+numexpr==2.10.0
+numpy==1.23.5
+oauthlib==3.2.2
+packaging==24.0
+pandas==2.0.1
+pathspec==0.12.1
+pathvalidate==3.2.0
+peft==0.11.1
+perfetto==0.7.0
+pip==22.0.2
+pip==23.3.1
+platformdirs==4.2.1
+pluggy==1.5.0
+portalocker==2.8.2
+pre-commit==3.3.3
+pretty-errors==1.2.25
+protobuf==3.20.3
+psutil==5.9.8
+py-cpuinfo==9.0.0
+pyarrow-hotfix==0.6
+pyarrow==16.1.0
+pyasn1==0.6.0
+pyasn1_modules==0.4.0
+pybind11==2.10.4
+pycparser==2.22
+pydantic==1.10.13
+pynvml==8.0.4
+pytablewriter==1.2.0
+pytest==8.2.0
+python-dateutil==2.9.0.post0
+pytorch-lightning==2.2.4
+pytz==2024.1
+regex==2023.5.5
+requests-oauthlib==2.0.0
+requests==2.31.0
+rouge_score==0.1.2
+rsa==4.9
+sacrebleu==2.4.2
+safetensors==0.4.3
+scikit-learn==1.5.0
+scipy==1.13.1
+sentencepiece==0.2.0
+sentry-sdk==2.3.1
+setproctitle==1.3.3
+setuptools==59.6.0
+setuptools==69.5.1
+six==1.16.0
+smmap==5.0.1
+sqlitedict==2.1.0
+symengine==0.11.0
+sympy==1.12
+tabledata==1.3.3
+tabulate==0.9.0
+tcolorpy==0.1.6
+tdqm==0.0.1
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.11.2
+threadpoolctl==3.5.0
+tokenizers==0.15.2
+tomli==2.0.1
+torch==2.2.0a0+git8964477
+torch_tb_profiler==0.4.0
+torchaudio==2.2.0+08901ad
+torchdata==0.7.1+5e6f7b7
+torchmetrics==1.4.0
+torchtext==0.17.0+400da5c
+torchvision==0.17.0+b2383d4
+tqdm-multiprocess==0.0.11
+tqdm==4.66.4
+transformers==4.36.2
+typepy==1.3.2
+typing_extensions==4.11.0
+tzdata==2024.1
+urllib3==1.26.18
+virtualenv==20.26.1
+wandb==0.17.0
+wheel==0.37.1
+wheel==0.43.0
+word2number==1.1
+xxhash==3.4.1
+yamllint==1.35.1
+yarl==1.9.4
+zstandard==0.22.0
\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/wandb-metadata.json b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/wandb-metadata.json
new file mode 100644
index 0000000000000000000000000000000000000000..c5b5588b37e461ef36fe5db4e6ef10a8a03c5a4c
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/files/wandb-metadata.json
@@ -0,0 +1,850 @@
+{
+    "os": "Linux-5.15.0-92-generic-x86_64-with-glibc2.35",
+    "python": "3.10.12",
+    "heartbeatAt": "2024-05-30T06:46:17.973676",
+    "startedAt": "2024-05-30T06:46:17.466604",
+    "docker": null,
+    "cuda": null,
+    "args": [
+        "--model",
+        "hf",
+        "--model_args",
+        "pretrained=/mnt/weka/peacock/experiments/llama/eval/checkpoint-english/llamav2-3b/hf/global_step20000,tokenizer=/mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k/",
+        "--tasks",
+        "winogrande,sst2,mrpc,arc_easy,copa,piqa,boolq",
+        "--batch_size",
+        "auto",
+        "--wandb_args",
+        "project=english-eval,group=exp2,name=global_step20000"
+    ],
+    "state": "running",
+    "program": "-m lm_eval.__main__",
+    "codePathLocal": null,
+    "git": {
+        "remote": "https://github.com/EleutherAI/lm-evaluation-harness",
+        "commit": null
+    },
+    "email": null,
+    "root": "/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness",
+    "host": "peacock-evaluation-debug-10-worker-0",
+    "username": "root",
+    "executable": "/usr/bin/python3",
+    "cpu_count": 80,
+    "cpu_count_logical": 160,
+    "cpu_freq": {
+        "current": 2334.18164375,
+        "min": 800.0,
+        "max": 3400.0
+    },
+    "cpu_freq_per_core": [
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\ No newline at end of file
diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/logs/debug-internal.log b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/logs/debug-internal.log
new file mode 100644
index 0000000000000000000000000000000000000000..19b62405d6f83847b55d5dd539afa05258312510
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+2024-05-30 06:46:17,986 ERROR   HandlerThread:899 [gitlib.py:root():92] git root error: Cmd('git') failed due to: exit code(128)
+  cmdline: git rev-parse --show-toplevel
+  stderr: 'fatal: detected dubious ownership in repository at '/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness'
+To add an exception for this directory, call:
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diff --git a/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/logs/debug.log b/lm-evaluation-harness/wandb/run-20240530_064617-5iiwti0v/logs/debug.log
new file mode 100644
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+2024-05-30 06:46:17,483 WARNING MainThread:743 [wandb_setup.py:_flush():76] Could not find program at -m lm_eval.__main__
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diff --git a/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/logs/debug-internal.log b/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/logs/debug-internal.log
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+  cmdline: git rev-parse --show-toplevel
+  stderr: 'fatal: detected dubious ownership in repository at '/mnt/weka/peacock/idc/cronscript/lm-evaluation-harness'
+To add an exception for this directory, call:
+
+	git config --global --add safe.directory /mnt/weka/peacock/idc/cronscript/lm-evaluation-harness'
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diff --git a/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/logs/debug.log b/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/logs/debug.log
new file mode 100644
index 0000000000000000000000000000000000000000..3290451036c7444d4aeb2962e4457c64305a96ae
--- /dev/null
+++ b/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/logs/debug.log
@@ -0,0 +1,36 @@
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+2024-05-30 12:51:48,792 INFO    MainThread:744 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program_relpath': None, 'program': '-m lm_eval.__main__'}
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+2024-05-30 13:52:23,506 INFO    MainThread:744 [wandb_run.py:_config_callback():1376] config_cb None None {'task_configs': {'arc_easy': {'task': 'arc_easy', 'group': ['ai2_arc'], 'dataset_path': 'allenai/ai2_arc', 'dataset_name': 'ARC-Easy', 'training_split': 'train', 'validation_split': 'validation', 'test_split': 'test', 'doc_to_text': 'Question: {{question}}\nAnswer:', 'doc_to_target': '{{choices.label.index(answerKey)}}', 'doc_to_choice': '{{choices.text}}', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc', 'aggregation': 'mean', 'higher_is_better': True}, {'metric': 'acc_norm', 'aggregation': 'mean', 'higher_is_better': True}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'Question: {{question}}\nAnswer:', 'metadata': {'version': 1.0}}, 'boolq': {'task': 'boolq', 'group': ['super-glue-lm-eval-v1'], 'dataset_path': 'super_glue', 'dataset_name': 'boolq', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': '{{passage}}\nQuestion: {{question}}?\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': ['no', 'yes'], 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'passage', 'metadata': {'version': 2.0}}, 'copa': {'task': 'copa', 'group': ['super-glue-lm-eval-v1'], 'dataset_path': 'super_glue', 'dataset_name': 'copa', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'def doc_to_text(doc):\n    # Drop the period\n    connector = {\n        "cause": "because",\n        "effect": "therefore",\n    }[doc["question"]]\n    return doc["premise"].strip()[:-1] + f" {connector}"\n', 'doc_to_target': 'def doc_to_target(doc):\n    correct_choice = doc["choice1"] if doc["label"] == 0 else doc["choice2"]\n    # Connect the sentences\n    return " " + convert_choice(correct_choice)\n', 'doc_to_choice': 'def doc_to_choice(doc):\n    return [" " + convert_choice(doc["choice1"]), " " + convert_choice(doc["choice2"])]\n', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'mrpc': {'task': 'mrpc', 'group': 'glue', 'dataset_path': 'glue', 'dataset_name': 'mrpc', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'Sentence 1: {{sentence1}}\nSentence 2: {{sentence2}}\nQuestion: Do both sentences mean the same thing?\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': ['no', 'yes'], 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}, {'metric': 'f1'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'piqa': {'task': 'piqa', 'dataset_path': 'piqa', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'Question: {{goal}}\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': '{{[sol1, sol2]}}', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc', 'aggregation': 'mean', 'higher_is_better': True}, {'metric': 'acc_norm', 'aggregation': 'mean', 'higher_is_better': True}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'goal', 'metadata': {'version': 1.0}}, 'sst2': {'task': 'sst2', 'group': 'glue', 'dataset_path': 'glue', 'dataset_name': 'sst2', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': '{{sentence}}\nQuestion: Is this sentence positive or negative?\nAnswer:', 'doc_to_target': 'label', 'doc_to_choice': ['negative', 'positive'], 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc'}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': False, 'metadata': {'version': 1.0}}, 'winogrande': {'task': 'winogrande', 'dataset_path': 'winogrande', 'dataset_name': 'winogrande_xl', 'training_split': 'train', 'validation_split': 'validation', 'doc_to_text': 'def doc_to_text(doc):\n    answer_to_num = {"1": 0, "2": 1}\n    return answer_to_num[doc["answer"]]\n', 'doc_to_target': 'def doc_to_target(doc):\n    idx = doc["sentence"].index("_") + 1\n    return doc["sentence"][idx:].strip()\n', 'doc_to_choice': 'def doc_to_choice(doc):\n    idx = doc["sentence"].index("_")\n    options = [doc["option1"], doc["option2"]]\n    return [doc["sentence"][:idx] + opt for opt in options]\n', 'description': '', 'target_delimiter': ' ', 'fewshot_delimiter': '\n\n', 'num_fewshot': 0, 'metric_list': [{'metric': 'acc', 'aggregation': 'mean', 'higher_is_better': True}], 'output_type': 'multiple_choice', 'repeats': 1, 'should_decontaminate': True, 'doc_to_decontamination_query': 'sentence', 'metadata': {'version': 1.0}}}, 'cli_configs': {'model': 'hf', 'model_args': 'pretrained=/mnt/weka/peacock/experiments/llama/eval/checkpoint-english/llamav2-3b/hf/global_step10000,tokenizer=/mnt/weka/peacock/tokenization/trained-tokenizer/enhiben_50k_hf/ConvertedTokenizer', 'batch_size': 'auto', 'batch_sizes': [64], 'device': None, 'use_cache': None, 'limit': None, 'bootstrap_iters': 100000, 'gen_kwargs': None}}
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+2024-05-30 13:52:24,459 INFO    MainThread:744 [wandb_run.py:_atexit_cleanup():2343] got exitcode: 0
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diff --git a/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/run-ddhu1ki8.wandb b/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/run-ddhu1ki8.wandb
new file mode 100644
index 0000000000000000000000000000000000000000..b31e52207678c407721c6ff3233832380000c24c
Binary files /dev/null and b/lm-evaluation-harness/wandb/run-20240530_125148-ddhu1ki8/run-ddhu1ki8.wandb differ
diff --git a/venv/lib/python3.10/site-packages/dataproperty/_formatter.py b/venv/lib/python3.10/site-packages/dataproperty/_formatter.py
new file mode 100644
index 0000000000000000000000000000000000000000..0bbe5d249a8136548b2f497f947ef5e5a43acb23
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/dataproperty/_formatter.py
@@ -0,0 +1,98 @@
+import copy
+from decimal import Decimal
+from typing import Dict, Optional, Union
+
+from typepy import Nan, Typecode
+
+
+DecimalPlaces = Union[float, Decimal]
+
+
+class Format:
+    NONE = 0
+    THOUSAND_SEPARATOR = 1
+
+
+class Formatter:
+    __slots__ = ("__is_formatting_float", "__format_flags", "__datetime_format_str")
+
+    _BLANK_CURLY_BRACES_FORMAT_MAP: Dict[Typecode, str] = {
+        Typecode.NONE: "{}",
+        Typecode.IP_ADDRESS: "{}",
+        Typecode.BOOL: "{}",
+        Typecode.DICTIONARY: "{}",
+        Typecode.LIST: "{}",
+    }
+
+    def __init__(
+        self,
+        datetime_format_str: str,
+        is_formatting_float: Optional[bool] = True,
+        format_flags: Optional[int] = None,
+    ) -> None:
+        if format_flags is not None:
+            self.__format_flags = format_flags
+        else:
+            self.__format_flags = Format.NONE
+
+        self.__datetime_format_str = datetime_format_str
+        self.__is_formatting_float = is_formatting_float
+
+    def make_format_map(
+        self, decimal_places: Optional[DecimalPlaces] = None
+    ) -> Dict[Typecode, str]:
+        format_map = copy.copy(self._BLANK_CURLY_BRACES_FORMAT_MAP)
+        format_map.update(
+            {
+                Typecode.INTEGER: self.make_format_str(Typecode.INTEGER),
+                Typecode.REAL_NUMBER: self.make_format_str(Typecode.REAL_NUMBER, decimal_places),
+                Typecode.INFINITY: self.make_format_str(Typecode.INFINITY),
+                Typecode.NAN: self.make_format_str(Typecode.NAN),
+                Typecode.DATETIME: self.make_format_str(Typecode.DATETIME),
+            }
+        )
+
+        return format_map
+
+    def make_format_str(
+        self, typecode: Typecode, decimal_places: Optional[DecimalPlaces] = None
+    ) -> str:
+        format_str = self._BLANK_CURLY_BRACES_FORMAT_MAP.get(typecode)
+        if format_str is not None:
+            return format_str
+
+        if typecode == Typecode.INTEGER:
+            return self.__get_integer_format()
+
+        if typecode in (Typecode.REAL_NUMBER, Typecode.INFINITY, Typecode.NAN):
+            return self.__get_realnumber_format(decimal_places)
+
+        if typecode == Typecode.DATETIME:
+            return "{:" + self.__datetime_format_str + "}"
+
+        return "{:s}"
+
+    def __get_base_format_str(self) -> str:
+        if self.__format_flags & Format.THOUSAND_SEPARATOR:
+            return ","
+
+        return ""
+
+    def __get_integer_format(self) -> str:
+        return "{:" + self.__get_base_format_str() + "d}"
+
+    def __get_realnumber_format(self, decimal_places: Optional[DecimalPlaces]) -> str:
+        if not self.__is_formatting_float:
+            return "{}"
+
+        base_format = self.__get_base_format_str()
+
+        if decimal_places is None or Nan(decimal_places).is_type():
+            return "{:" + base_format + "f}"
+
+        try:
+            return "{:" + f"{base_format:s}.{decimal_places:d}f" + "}"
+        except ValueError:
+            pass
+
+        return "{:" + base_format + "f}"
diff --git a/venv/lib/python3.10/site-packages/dataproperty/_interface.py b/venv/lib/python3.10/site-packages/dataproperty/_interface.py
new file mode 100644
index 0000000000000000000000000000000000000000..04411a096f465e7a14426385a65502336e775b6d
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/dataproperty/_interface.py
@@ -0,0 +1,30 @@
+"""
+.. codeauthor:: Tsuyoshi Hombashi <tsuyoshi.hombashi@gmail.com>
+"""
+
+import abc
+from typing import Optional
+
+from typepy import Typecode
+
+from ._align import Align
+
+
+class DataPeropertyInterface(metaclass=abc.ABCMeta):
+    __slots__ = ()
+
+    @abc.abstractproperty
+    def align(self) -> Align:  # pragma: no cover
+        pass
+
+    @abc.abstractproperty
+    def decimal_places(self) -> Optional[int]:  # pragma: no cover
+        pass
+
+    @abc.abstractproperty
+    def typecode(self) -> Typecode:  # pragma: no cover
+        pass
+
+    @abc.abstractproperty
+    def typename(self) -> str:  # pragma: no cover
+        pass
diff --git a/venv/lib/python3.10/site-packages/dataproperty/typing.py b/venv/lib/python3.10/site-packages/dataproperty/typing.py
new file mode 100644
index 0000000000000000000000000000000000000000..50b28760faf4feaa7d7394885e0c4fe1f005aad8
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/dataproperty/typing.py
@@ -0,0 +1,62 @@
+from datetime import datetime
+from decimal import Decimal
+from typing import Any, Callable, Mapping, Optional, Type, Union
+
+from typepy import (
+    Bool,
+    DateTime,
+    Dictionary,
+    Infinity,
+    Integer,
+    IpAddress,
+    List,
+    Nan,
+    NoneType,
+    NullString,
+    RealNumber,
+    String,
+    Typecode,
+)
+from typepy.type import AbstractType
+
+
+TypeHint = Optional[Type[AbstractType]]
+TransFunc = Callable[[Any], Any]
+DateTimeFormatter = Callable[[datetime], str]
+
+FloatType = Union[Type[Decimal], Type[float]]
+StrictLevelMap = Mapping[Union[str, Typecode], int]
+TypeValueMap = Mapping[Typecode, Union[float, Decimal, None]]
+
+_type_hint_map = {
+    # high frequently used types
+    "int": Integer,
+    "float": RealNumber,
+    "realnumber": RealNumber,
+    "str": String,
+    # low frequently used types
+    "bool": Bool,
+    "datetime": DateTime,
+    "dict": Dictionary,
+    "inf": Infinity,
+    "ip": IpAddress,
+    "list": List,
+    "nan": Nan,
+    "none": NoneType,
+    "nullstr": NullString,
+}
+
+
+def normalize_type_hint(type_hint: Union[str, TypeHint]) -> TypeHint:
+    if not type_hint:
+        return None
+
+    if not isinstance(type_hint, str):
+        return type_hint
+
+    type_hint = type_hint.strip().casefold()
+    for key, value in _type_hint_map.items():
+        if type_hint.startswith(key):
+            return value
+
+    raise ValueError(f"unknown typehint: {type_hint}")
diff --git a/venv/lib/python3.10/site-packages/nvidia/nccl/lib/libnccl.so.2 b/venv/lib/python3.10/site-packages/nvidia/nccl/lib/libnccl.so.2
new file mode 100644
index 0000000000000000000000000000000000000000..ed3914a5f9a6a92c3d5cde6a3c3520122c082df9
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/nvidia/nccl/lib/libnccl.so.2
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8278dcc6632df94762737b1c930050075738affba25e73cb1cac1b448472dc06
+size 232685936
diff --git a/venv/lib/python3.10/site-packages/psutil-5.9.8.dist-info/RECORD b/venv/lib/python3.10/site-packages/psutil-5.9.8.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..7824e16634a45a391aa0397ef18c906530862a6a
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/psutil-5.9.8.dist-info/RECORD
@@ -0,0 +1,66 @@
+psutil-5.9.8.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
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+Tag: cp36-abi3-manylinux_2_17_x86_64
+Tag: cp36-abi3-manylinux2014_x86_64
+
diff --git a/venv/lib/python3.10/site-packages/psutil-5.9.8.dist-info/top_level.txt b/venv/lib/python3.10/site-packages/psutil-5.9.8.dist-info/top_level.txt
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diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/INSTALLER b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/INSTALLER
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@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/LICENSE b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/LICENSE
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/LICENSE
@@ -0,0 +1,29 @@
+Copyright (c) 2016 Wenzel Jakob <wenzel.jakob@epfl.ch>, All rights reserved.
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+1. Redistributions of source code must retain the above copyright notice, this
+   list of conditions and the following disclaimer.
+
+2. Redistributions in binary form must reproduce the above copyright notice,
+   this list of conditions and the following disclaimer in the documentation
+   and/or other materials provided with the distribution.
+
+3. Neither the name of the copyright holder nor the names of its contributors
+   may be used to endorse or promote products derived from this software
+   without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+
+Please also refer to the file .github/CONTRIBUTING.md, which clarifies licensing of
+external contributions to this project including patches, pull requests, etc.
diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/METADATA b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..da03c107ad92ade6a1ee86dc766b9892bbd4f85e
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/METADATA
@@ -0,0 +1,220 @@
+Metadata-Version: 2.1
+Name: pybind11
+Version: 2.12.0
+Summary: Seamless operability between C++11 and Python
+Home-page: https://github.com/pybind/pybind11
+Download-URL: https://github.com/pybind/pybind11/tarball/v2.12.0
+Author: Wenzel Jakob
+Author-email: wenzel.jakob@epfl.ch
+License: BSD
+Project-URL: Documentation, https://pybind11.readthedocs.io/
+Project-URL: Bug Tracker, https://github.com/pybind/pybind11/issues
+Project-URL: Discussions, https://github.com/pybind/pybind11/discussions
+Project-URL: Changelog, https://pybind11.readthedocs.io/en/latest/changelog.html
+Project-URL: Chat, https://gitter.im/pybind/Lobby
+Keywords: C++11,Python bindings
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: Utilities
+Classifier: Programming Language :: C++
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.6
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: License :: OSI Approved :: BSD License
+Classifier: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Programming Language :: C++
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Requires-Python: >=3.6
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+Provides-Extra: global
+Requires-Dist: pybind11-global ==2.12.0 ; extra == 'global'
+
+.. figure:: https://github.com/pybind/pybind11/raw/master/docs/pybind11-logo.png
+   :alt: pybind11 logo
+
+**pybind11 — Seamless operability between C++11 and Python**
+
+|Latest Documentation Status| |Stable Documentation Status| |Gitter chat| |GitHub Discussions| |CI| |Build status|
+
+|Repology| |PyPI package| |Conda-forge| |Python Versions|
+
+`Setuptools example <https://github.com/pybind/python_example>`_
+• `Scikit-build example <https://github.com/pybind/scikit_build_example>`_
+• `CMake example <https://github.com/pybind/cmake_example>`_
+
+.. start
+
+
+**pybind11** is a lightweight header-only library that exposes C++ types
+in Python and vice versa, mainly to create Python bindings of existing
+C++ code. Its goals and syntax are similar to the excellent
+`Boost.Python <http://www.boost.org/doc/libs/1_58_0/libs/python/doc/>`_
+library by David Abrahams: to minimize boilerplate code in traditional
+extension modules by inferring type information using compile-time
+introspection.
+
+The main issue with Boost.Python—and the reason for creating such a
+similar project—is Boost. Boost is an enormously large and complex suite
+of utility libraries that works with almost every C++ compiler in
+existence. This compatibility has its cost: arcane template tricks and
+workarounds are necessary to support the oldest and buggiest of compiler
+specimens. Now that C++11-compatible compilers are widely available,
+this heavy machinery has become an excessively large and unnecessary
+dependency.
+
+Think of this library as a tiny self-contained version of Boost.Python
+with everything stripped away that isn't relevant for binding
+generation. Without comments, the core header files only require ~4K
+lines of code and depend on Python (3.6+, or PyPy) and the C++
+standard library. This compact implementation was possible thanks to
+some C++11 language features (specifically: tuples, lambda functions and
+variadic templates). Since its creation, this library has grown beyond
+Boost.Python in many ways, leading to dramatically simpler binding code in many
+common situations.
+
+Tutorial and reference documentation is provided at
+`pybind11.readthedocs.io <https://pybind11.readthedocs.io/en/latest>`_.
+A PDF version of the manual is available
+`here <https://pybind11.readthedocs.io/_/downloads/en/latest/pdf/>`_.
+And the source code is always available at
+`github.com/pybind/pybind11 <https://github.com/pybind/pybind11>`_.
+
+
+Core features
+-------------
+
+
+pybind11 can map the following core C++ features to Python:
+
+- Functions accepting and returning custom data structures per value,
+  reference, or pointer
+- Instance methods and static methods
+- Overloaded functions
+- Instance attributes and static attributes
+- Arbitrary exception types
+- Enumerations
+- Callbacks
+- Iterators and ranges
+- Custom operators
+- Single and multiple inheritance
+- STL data structures
+- Smart pointers with reference counting like ``std::shared_ptr``
+- Internal references with correct reference counting
+- C++ classes with virtual (and pure virtual) methods can be extended
+  in Python
+- Integrated NumPy support (NumPy 2 requires pybind11 2.12+)
+
+Goodies
+-------
+
+In addition to the core functionality, pybind11 provides some extra
+goodies:
+
+- Python 3.6+, and PyPy3 7.3 are supported with an implementation-agnostic
+  interface (pybind11 2.9 was the last version to support Python 2 and 3.5).
+
+- It is possible to bind C++11 lambda functions with captured
+  variables. The lambda capture data is stored inside the resulting
+  Python function object.
+
+- pybind11 uses C++11 move constructors and move assignment operators
+  whenever possible to efficiently transfer custom data types.
+
+- It's easy to expose the internal storage of custom data types through
+  Pythons' buffer protocols. This is handy e.g. for fast conversion
+  between C++ matrix classes like Eigen and NumPy without expensive
+  copy operations.
+
+- pybind11 can automatically vectorize functions so that they are
+  transparently applied to all entries of one or more NumPy array
+  arguments.
+
+- Python's slice-based access and assignment operations can be
+  supported with just a few lines of code.
+
+- Everything is contained in just a few header files; there is no need
+  to link against any additional libraries.
+
+- Binaries are generally smaller by a factor of at least 2 compared to
+  equivalent bindings generated by Boost.Python. A recent pybind11
+  conversion of PyRosetta, an enormous Boost.Python binding project,
+  `reported <https://graylab.jhu.edu/Sergey/2016.RosettaCon/PyRosetta-4.pdf>`_
+  a binary size reduction of **5.4x** and compile time reduction by
+  **5.8x**.
+
+- Function signatures are precomputed at compile time (using
+  ``constexpr``), leading to smaller binaries.
+
+- With little extra effort, C++ types can be pickled and unpickled
+  similar to regular Python objects.
+
+Supported compilers
+-------------------
+
+1. Clang/LLVM 3.3 or newer (for Apple Xcode's clang, this is 5.0.0 or
+   newer)
+2. GCC 4.8 or newer
+3. Microsoft Visual Studio 2017 or newer
+4. Intel classic C++ compiler 18 or newer (ICC 20.2 tested in CI)
+5. Cygwin/GCC (previously tested on 2.5.1)
+6. NVCC (CUDA 11.0 tested in CI)
+7. NVIDIA PGI (20.9 tested in CI)
+
+About
+-----
+
+This project was created by `Wenzel
+Jakob <http://rgl.epfl.ch/people/wjakob>`_. Significant features and/or
+improvements to the code were contributed by Jonas Adler, Lori A. Burns,
+Sylvain Corlay, Eric Cousineau, Aaron Gokaslan, Ralf Grosse-Kunstleve, Trent Houliston, Axel
+Huebl, @hulucc, Yannick Jadoul, Sergey Lyskov, Johan Mabille, Tomasz Miąsko,
+Dean Moldovan, Ben Pritchard, Jason Rhinelander, Boris Schäling, Pim
+Schellart, Henry Schreiner, Ivan Smirnov, Boris Staletic, and Patrick Stewart.
+
+We thank Google for a generous financial contribution to the continuous
+integration infrastructure used by this project.
+
+
+Contributing
+~~~~~~~~~~~~
+
+See the `contributing
+guide <https://github.com/pybind/pybind11/blob/master/.github/CONTRIBUTING.md>`_
+for information on building and contributing to pybind11.
+
+License
+~~~~~~~
+
+pybind11 is provided under a BSD-style license that can be found in the
+`LICENSE <https://github.com/pybind/pybind11/blob/master/LICENSE>`_
+file. By using, distributing, or contributing to this project, you agree
+to the terms and conditions of this license.
+
+.. |Latest Documentation Status| image:: https://readthedocs.org/projects/pybind11/badge?version=latest
+   :target: http://pybind11.readthedocs.org/en/latest
+.. |Stable Documentation Status| image:: https://img.shields.io/badge/docs-stable-blue.svg
+   :target: http://pybind11.readthedocs.org/en/stable
+.. |Gitter chat| image:: https://img.shields.io/gitter/room/gitterHQ/gitter.svg
+   :target: https://gitter.im/pybind/Lobby
+.. |CI| image:: https://github.com/pybind/pybind11/workflows/CI/badge.svg
+   :target: https://github.com/pybind/pybind11/actions
+.. |Build status| image:: https://ci.appveyor.com/api/projects/status/riaj54pn4h08xy40?svg=true
+   :target: https://ci.appveyor.com/project/wjakob/pybind11
+.. |PyPI package| image:: https://img.shields.io/pypi/v/pybind11.svg
+   :target: https://pypi.org/project/pybind11/
+.. |Conda-forge| image:: https://img.shields.io/conda/vn/conda-forge/pybind11.svg
+   :target: https://github.com/conda-forge/pybind11-feedstock
+.. |Repology| image:: https://repology.org/badge/latest-versions/python:pybind11.svg
+   :target: https://repology.org/project/python:pybind11/versions
+.. |Python Versions| image:: https://img.shields.io/pypi/pyversions/pybind11.svg
+   :target: https://pypi.org/project/pybind11/
+.. |GitHub Discussions| image:: https://img.shields.io/static/v1?label=Discussions&message=Ask&color=blue&logo=github
+   :target: https://github.com/pybind/pybind11/discussions
diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/RECORD b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/RECORD
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--- /dev/null
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+Wheel-Version: 1.0
+Generator: bdist_wheel (0.43.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/entry_points.txt b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/entry_points.txt
new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/entry_points.txt
@@ -0,0 +1,5 @@
+[console_scripts]
+pybind11-config = pybind11.__main__:main
+
+[pipx.run]
+pybind11 = pybind11.__main__:main
diff --git a/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/top_level.txt b/venv/lib/python3.10/site-packages/pybind11-2.12.0.dist-info/top_level.txt
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+pybind11
diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/INSTALLER b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/INSTALLER
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@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/LICENSE b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..353924be0e59b9ad7e6c22848c2189398481821d
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/LICENSE
@@ -0,0 +1,19 @@
+Copyright Jason R. Coombs
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to
+deal in the Software without restriction, including without limitation the
+rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+sell copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
+IN THE SOFTWARE.
diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/METADATA b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/METADATA
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+++ b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/METADATA
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+Metadata-Version: 2.1
+Name: setuptools
+Version: 59.6.0
+Summary: Easily download, build, install, upgrade, and uninstall Python packages
+Home-page: https://github.com/pypa/setuptools
+Author: Python Packaging Authority
+Author-email: distutils-sig@python.org
+License: UNKNOWN
+Project-URL: Documentation, https://setuptools.pypa.io/
+Keywords: CPAN PyPI distutils eggs package management
+Platform: UNKNOWN
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Topic :: Software Development :: Libraries :: Python Modules
+Classifier: Topic :: System :: Archiving :: Packaging
+Classifier: Topic :: System :: Systems Administration
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+License-File: LICENSE
+Provides-Extra: certs
+Provides-Extra: docs
+Requires-Dist: furo ; extra == 'docs'
+Requires-Dist: jaraco.packaging (>=8.2) ; extra == 'docs'
+Requires-Dist: jaraco.tidelift (>=1.4) ; extra == 'docs'
+Requires-Dist: pygments-github-lexers (==0.0.5) ; extra == 'docs'
+Requires-Dist: rst.linker (>=1.9) ; extra == 'docs'
+Requires-Dist: sphinx ; extra == 'docs'
+Requires-Dist: sphinx-inline-tabs ; extra == 'docs'
+Requires-Dist: sphinxcontrib-towncrier ; extra == 'docs'
+Provides-Extra: ssl
+Provides-Extra: testing
+Requires-Dist: flake8-2020 ; extra == 'testing'
+Requires-Dist: jaraco.envs (>=2.2) ; extra == 'testing'
+Requires-Dist: jaraco.path (>=3.2.0) ; extra == 'testing'
+Requires-Dist: mock ; extra == 'testing'
+Requires-Dist: paver ; extra == 'testing'
+Requires-Dist: pip (>=19.1) ; extra == 'testing'
+Requires-Dist: pytest-checkdocs (>=2.4) ; extra == 'testing'
+Requires-Dist: pytest-cov ; extra == 'testing'
+Requires-Dist: pytest-enabler (>=1.0.1) ; extra == 'testing'
+Requires-Dist: pytest-flake8 ; extra == 'testing'
+Requires-Dist: pytest-virtualenv (>=1.2.7) ; extra == 'testing'
+Requires-Dist: pytest-xdist ; extra == 'testing'
+Requires-Dist: pytest (>=6) ; extra == 'testing'
+Requires-Dist: sphinx ; extra == 'testing'
+Requires-Dist: virtualenv (>=13.0.0) ; extra == 'testing'
+Requires-Dist: wheel ; extra == 'testing'
+Requires-Dist: pytest-black (>=0.3.7) ; (platform_python_implementation != "PyPy") and extra == 'testing'
+Requires-Dist: pytest-mypy ; (platform_python_implementation != "PyPy") and extra == 'testing'
+
+.. image:: https://raw.githubusercontent.com/pypa/setuptools/main/docs/images/banner-640x320.svg
+   :align: center
+
+|
+
+.. image:: https://img.shields.io/pypi/v/setuptools.svg
+   :target: `PyPI link`_
+
+.. image:: https://img.shields.io/pypi/pyversions/setuptools.svg
+   :target: `PyPI link`_
+
+.. _PyPI link: https://pypi.org/project/setuptools
+
+.. image:: https://github.com/pypa/setuptools/workflows/tests/badge.svg
+   :target: https://github.com/pypa/setuptools/actions?query=workflow%3A%22tests%22
+   :alt: tests
+
+.. image:: https://img.shields.io/badge/code%20style-black-000000.svg
+   :target: https://github.com/psf/black
+   :alt: Code style: Black
+
+.. image:: https://img.shields.io/readthedocs/setuptools/latest.svg
+    :target: https://setuptools.pypa.io
+
+.. image:: https://img.shields.io/badge/skeleton-2021-informational
+   :target: https://blog.jaraco.com/skeleton
+
+.. image:: https://img.shields.io/codecov/c/github/pypa/setuptools/master.svg?logo=codecov&logoColor=white
+   :target: https://codecov.io/gh/pypa/setuptools
+
+.. image:: https://tidelift.com/badges/github/pypa/setuptools?style=flat
+   :target: https://tidelift.com/subscription/pkg/pypi-setuptools?utm_source=pypi-setuptools&utm_medium=readme
+
+See the `Installation Instructions
+<https://packaging.python.org/installing/>`_ in the Python Packaging
+User's Guide for instructions on installing, upgrading, and uninstalling
+Setuptools.
+
+Questions and comments should be directed to the `distutils-sig
+mailing list <http://mail.python.org/pipermail/distutils-sig/>`_.
+Bug reports and especially tested patches may be
+submitted directly to the `bug tracker
+<https://github.com/pypa/setuptools/issues>`_.
+
+
+Code of Conduct
+===============
+
+Everyone interacting in the setuptools project's codebases, issue trackers,
+chat rooms, and mailing lists is expected to follow the
+`PSF Code of Conduct <https://github.com/pypa/.github/blob/main/CODE_OF_CONDUCT.md>`_.
+
+
+For Enterprise
+==============
+
+Available as part of the Tidelift Subscription.
+
+Setuptools and the maintainers of thousands of other packages are working with Tidelift to deliver one enterprise subscription that covers all of the open source you use.
+
+`Learn more <https://tidelift.com/subscription/pkg/pypi-setuptools?utm_source=pypi-setuptools&utm_medium=referral&utm_campaign=github>`_.
+
+
+Security Contact
+================
+
+To report a security vulnerability, please use the
+`Tidelift security contact <https://tidelift.com/security>`_.
+Tidelift will coordinate the fix and disclosure.
+
+
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diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/REQUESTED b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/REQUESTED
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/entry_points.txt b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/entry_points.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9466bf6320157d79e69d6940e2b09fb08f64da51
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/entry_points.txt
@@ -0,0 +1,56 @@
+[distutils.commands]
+alias = setuptools.command.alias:alias
+bdist_egg = setuptools.command.bdist_egg:bdist_egg
+bdist_rpm = setuptools.command.bdist_rpm:bdist_rpm
+build_clib = setuptools.command.build_clib:build_clib
+build_ext = setuptools.command.build_ext:build_ext
+build_py = setuptools.command.build_py:build_py
+develop = setuptools.command.develop:develop
+dist_info = setuptools.command.dist_info:dist_info
+easy_install = setuptools.command.easy_install:easy_install
+egg_info = setuptools.command.egg_info:egg_info
+install = setuptools.command.install:install
+install_egg_info = setuptools.command.install_egg_info:install_egg_info
+install_lib = setuptools.command.install_lib:install_lib
+install_scripts = setuptools.command.install_scripts:install_scripts
+rotate = setuptools.command.rotate:rotate
+saveopts = setuptools.command.saveopts:saveopts
+sdist = setuptools.command.sdist:sdist
+setopt = setuptools.command.setopt:setopt
+test = setuptools.command.test:test
+upload_docs = setuptools.command.upload_docs:upload_docs
+
+[distutils.setup_keywords]
+dependency_links = setuptools.dist:assert_string_list
+eager_resources = setuptools.dist:assert_string_list
+entry_points = setuptools.dist:check_entry_points
+exclude_package_data = setuptools.dist:check_package_data
+extras_require = setuptools.dist:check_extras
+include_package_data = setuptools.dist:assert_bool
+install_requires = setuptools.dist:check_requirements
+namespace_packages = setuptools.dist:check_nsp
+package_data = setuptools.dist:check_package_data
+packages = setuptools.dist:check_packages
+python_requires = setuptools.dist:check_specifier
+setup_requires = setuptools.dist:check_requirements
+test_loader = setuptools.dist:check_importable
+test_runner = setuptools.dist:check_importable
+test_suite = setuptools.dist:check_test_suite
+tests_require = setuptools.dist:check_requirements
+use_2to3 = setuptools.dist:invalid_unless_false
+zip_safe = setuptools.dist:assert_bool
+
+[egg_info.writers]
+PKG-INFO = setuptools.command.egg_info:write_pkg_info
+dependency_links.txt = setuptools.command.egg_info:overwrite_arg
+depends.txt = setuptools.command.egg_info:warn_depends_obsolete
+eager_resources.txt = setuptools.command.egg_info:overwrite_arg
+entry_points.txt = setuptools.command.egg_info:write_entries
+namespace_packages.txt = setuptools.command.egg_info:overwrite_arg
+requires.txt = setuptools.command.egg_info:write_requirements
+top_level.txt = setuptools.command.egg_info:write_toplevel_names
+
+[setuptools.finalize_distribution_options]
+keywords = setuptools.dist:Distribution._finalize_setup_keywords
+parent_finalize = setuptools.dist:_Distribution.finalize_options
+
diff --git a/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/top_level.txt b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..370203244ceae5a5b18aaa53f830adeb2b6bb795
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/setuptools-59.6.0.dist-info/top_level.txt
@@ -0,0 +1,4 @@
+_distutils_hack
+debian
+pkg_resources
+setuptools
diff --git a/venv/lib/python3.10/site-packages/xxhash/_xxhash.cpython-310-x86_64-linux-gnu.so b/venv/lib/python3.10/site-packages/xxhash/_xxhash.cpython-310-x86_64-linux-gnu.so
new file mode 100644
index 0000000000000000000000000000000000000000..3a2e50404b3555ed22c1e112f54c4c6dd85d4a77
Binary files /dev/null and b/venv/lib/python3.10/site-packages/xxhash/_xxhash.cpython-310-x86_64-linux-gnu.so differ
diff --git a/venv/lib/python3.10/site-packages/xxhash/py.typed b/venv/lib/python3.10/site-packages/xxhash/py.typed
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/venv/lib/python3.10/site-packages/xxhash/version.py b/venv/lib/python3.10/site-packages/xxhash/version.py
new file mode 100644
index 0000000000000000000000000000000000000000..a9ca3e3bf151e33af0c511167c590e767caa2528
--- /dev/null
+++ b/venv/lib/python3.10/site-packages/xxhash/version.py
@@ -0,0 +1,2 @@
+VERSION = "3.4.1"
+VERSION_TUPLE = (3, 4, 1)