add README and axolotl config

README.md

@@ -0,0 +1,6 @@
+---
+---
+
+# StableLManticore 7B
+
+

configs/stable-manticore-lora.yml

@@ -0,0 +1,103 @@
+base_model: stabilityai/stablelm-base-alpha-7b
+base_model_config: stabilityai/stablelm-base-alpha-7b
+model_type: GPTNeoXForCausalLM
+load_in_8bit: false
+datasets:
+  - path: winglian/evals
+    data_files:
+      - hf/ARC-Challenge.jsonl
+      - hf/ARC-Easy.jsonl
+      - mmlu/abstract_algebra.jsonl
+      - mmlu/conceptual_physics.jsonl
+      - mmlu/formal_logic.jsonl
+      - mmlu/high_school_physics.jsonl
+      - mmlu/logical_fallacies.jsonl
+    type: explainchoice
+  - path: winglian/evals
+    data_files:
+      - openai/tldr.jsonl
+    type: summarizetldr
+  - path: winglian/evals
+    data_files:
+      - hellaswag/hellaswag-concise.jsonl
+    type: concisechoice
+  - path: metaeval/ScienceQA_text_only
+    type: concisechoice
+  - path: ehartford/WizardLM_alpaca_evol_instruct_70k_unfiltered
+    type: alpaca
+  - path: ehartford/wizard_vicuna_70k_unfiltered
+    type: sharegpt
+  - path: winglian/chatlogs-en-cleaned
+    data_files:
+      - sharegpt_cleaned.jsonl
+    type: sharegpt
+  - path: teknium/GPT4-LLM-Cleaned
+    type: alpaca
+  - path: teknium/GPTeacher-General-Instruct
+    data_files: gpt4-instruct-similarity-0.6-dataset.json
+    type: gpteacher
+  - path: QingyiSi/Alpaca-CoT
+    data_files:
+      - Chain-of-Thought/formatted_cot_data/aqua_train.json
+      - Chain-of-Thought/formatted_cot_data/creak_train.json
+      - Chain-of-Thought/formatted_cot_data/ecqa_train.json
+      - Chain-of-Thought/formatted_cot_data/esnli_train.json
+      - Chain-of-Thought/formatted_cot_data/gsm8k_train.json
+      - Chain-of-Thought/formatted_cot_data/qasc_train.json
+      - Chain-of-Thought/formatted_cot_data/qed_train.json
+      - Chain-of-Thought/formatted_cot_data/sensemaking_train.json
+      - Chain-of-Thought/formatted_cot_data/strategyqa_train.json
+      - GPTeacher/Roleplay/formatted_roleplay-similarity_0.6-instruct-dataset.json
+    type: alpaca
+dataset_prepared_path: last_run_prepared
+val_set_size: 0.02
+adapter: lora
+lora_model_dir:
+sequence_len: 4096
+max_packed_sequence_len: 2048
+lora_r: 8
+lora_alpha: 16
+lora_dropout: 0.05
+lora_target_modules:
+  - query_key_value
+lora_fan_in_fan_out: true
+wandb_project: stable-manticore-7b
+wandb_watch:
+wandb_run_id:
+wandb_log_model:
+output_dir: ./stable-manticore-7b-lora
+batch_size: 42
+micro_batch_size: 2
+num_epochs: 4
+optimizer: adamw_bnb_8bit
+torchdistx_path:
+lr_scheduler: cosine
+learning_rate: 0.000003
+train_on_inputs: false
+group_by_length: false
+bf16: false
+fp16: true
+tf32: true
+gradient_checkpointing: false
+early_stopping_patience:
+resume_from_checkpoint:
+local_rank:
+logging_steps: 1
+xformers_attention:
+flash_attention:
+gptq_groupsize:
+gptq_model_v1:
+warmup_steps: 322
+eval_steps: 108
+save_steps:
+debug:
+deepspeed:
+weight_decay: 0
+fsdp:
+fsdp_config:
+special_tokens:
+  pad_token: "<|padding|>"
+  bos_token: "<|endoftext|>"
+  eos_token: "<|endoftext|>"
+  unk_token: "<|endoftext|>"
+