diff --git a/.gitattributes b/.gitattributes
index 3fdff382d981d1078661ace4736362f2b5bef2e3..502cfb1cd79adc5dfbf9443277ac221aa0ce0890 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -127,3 +127,4 @@ lm-evaluation-harness/wandb/run-20240605_110038-lwgnduuo/run-lwgnduuo.wandb filt
 lm-evaluation-harness/wandb/run-20240605_140919-mkdnls2x/run-mkdnls2x.wandb filter=lfs diff=lfs merge=lfs -text
 lm-evaluation-harness/wandb/run-20240605_093020-laxetjfu/run-laxetjfu.wandb filter=lfs diff=lfs merge=lfs -text
 lm-evaluation-harness/wandb/run-20240606_045127-vb760voe/run-vb760voe.wandb filter=lfs diff=lfs merge=lfs -text
+venv/lib/python3.10/site-packages/nvidia/cublas/lib/libcublasLt.so.12 filter=lfs diff=lfs merge=lfs -text
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/README.md b/lm-evaluation-harness/lm_eval/tasks/blimp/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..d3877a23866e75bd666b877c1225b956a226ba81
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/README.md
@@ -0,0 +1,52 @@
+# Task-name
+
+### Paper
+
+Title: `BLiMP: A Benchmark of Linguistic Minimal Pairs for English`
+Abstract: `https://arxiv.org/abs/1912.00582`
+
+BLiMP is a challenge set for evaluating what language models (LMs) know about
+major grammatical phenomena in English. BLiMP consists of 67 sub-datasets, each
+containing 1000 minimal pairs isolating specific contrasts in syntax, morphology,
+or semantics. The data is automatically generated according to expert-crafted
+grammars.
+
+Homepage: https://github.com/alexwarstadt/blimp
+
+
+### Citation
+
+```
+@article{warstadt2019blimp,
+    author = {Warstadt, Alex and Parrish, Alicia and Liu, Haokun and Mohananey, Anhad and Peng, Wei and Wang, Sheng-Fu and Bowman, Samuel R.},
+    title = {BLiMP: The Benchmark of Linguistic Minimal Pairs for English},
+    journal = {Transactions of the Association for Computational Linguistics},
+    volume = {8},
+    number = {},
+    pages = {377-392},
+    year = {2020},
+    doi = {10.1162/tacl\_a\_00321},
+    URL = {https://doi.org/10.1162/tacl_a_00321},
+    eprint = {https://doi.org/10.1162/tacl_a_00321},
+    abstract = { We introduce The Benchmark of Linguistic Minimal Pairs (BLiMP),1 a challenge set for evaluating the linguistic knowledge of language models (LMs) on major grammatical phenomena in English. BLiMP consists of 67 individual datasets, each containing 1,000 minimal pairs—that is, pairs of minimally different sentences that contrast in grammatical acceptability and isolate specific phenomenon in syntax, morphology, or semantics. We generate the data according to linguist-crafted grammar templates, and human aggregate agreement with the labels is 96.4\%. We evaluate n-gram, LSTM, and Transformer (GPT-2 and Transformer-XL) LMs by observing whether they assign a higher probability to the acceptable sentence in each minimal pair. We find that state-of-the-art models identify morphological contrasts related to agreement reliably, but they struggle with some subtle semantic and syntactic phenomena, such as negative polarity items and extraction islands. }
+}
+```
+
+### Subtasks
+
+List or describe tasks defined in this folder, and their names here:
+* `task_name`: `1-sentence description of what this particular task does`
+* `task_name2`: .....
+
+### Checklist
+
+For adding novel benchmarks/datasets to the library:
+* [ ] Is the task an existing benchmark in the literature?
+  * [ ] Have you referenced the original paper that introduced the task?
+  * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
+
+
+If other tasks on this dataset are already supported:
+* [ ] Is the "Main" variant of this task clearly denoted?
+* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
+* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/adjunct_island.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/adjunct_island.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..abdb4b8c898e71eac1da1de57b4ff9b425a32644
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/adjunct_island.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: adjunct_island
+include: _template_yaml
+task: blimp_adjunct_island
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_gender_agreement.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_gender_agreement.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9117dafad3c43968010d4c595d0ffafcc377de44
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_gender_agreement.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: anaphor_gender_agreement
+include: _template_yaml
+task: blimp_anaphor_gender_agreement
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_number_agreement.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_number_agreement.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e63200c83f41a0f03bd4afba0795e8071952cebd
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/anaphor_number_agreement.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: anaphor_number_agreement
+include: _template_yaml
+task: blimp_anaphor_number_agreement
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/animate_subject_passive.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/animate_subject_passive.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..99118adb9f283a3dc9f5e26fa387915ed3a6a57c
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/animate_subject_passive.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: animate_subject_passive
+include: _template_yaml
+task: blimp_animate_subject_passive
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/complex_NP_island.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/complex_NP_island.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f4ccfe41fa0e6e5d3b8d5b46d6f2edaac60606f9
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/complex_NP_island.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: complex_NP_island
+include: _template_yaml
+task: blimp_complex_NP_island
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/coordinate_structure_constraint_object_extraction.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/coordinate_structure_constraint_object_extraction.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..dbcd6ae9c006dd52b37a252097ab0a038a68d190
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/coordinate_structure_constraint_object_extraction.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: coordinate_structure_constraint_object_extraction
+include: _template_yaml
+task: blimp_coordinate_structure_constraint_object_extraction
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b8c715a7b95de1b1f9b03afdb1001ba9b4e94442
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_2
+include: _template_yaml
+task: blimp_determiner_noun_agreement_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4c2ab1b6af5c72f76d0826b9725ea651426fc830
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_irregular_1
+include: _template_yaml
+task: blimp_determiner_noun_agreement_irregular_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..69c77d12e0174676cbdc1c009d1612ffde8e3d42
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_irregular_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_irregular_2
+include: _template_yaml
+task: blimp_determiner_noun_agreement_irregular_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..eb8dba60ef1b9aa3a5af3652b86637fe10577116
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_with_adj_2
+include: _template_yaml
+task: blimp_determiner_noun_agreement_with_adj_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_irregular_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_irregular_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..57f12ecade63b595378cb2c9aadf710725e9d4b0
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adj_irregular_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_with_adj_irregular_1
+include: _template_yaml
+task: blimp_determiner_noun_agreement_with_adj_irregular_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adjective_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adjective_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4512e9176f98a9f2ec3f53de15657b97274809fb
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/determiner_noun_agreement_with_adjective_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: determiner_noun_agreement_with_adjective_1
+include: _template_yaml
+task: blimp_determiner_noun_agreement_with_adjective_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/distractor_agreement_relative_clause.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/distractor_agreement_relative_clause.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9fbc28c51d663932ae558087f28a0333131148bd
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/distractor_agreement_relative_clause.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: distractor_agreement_relative_clause
+include: _template_yaml
+task: blimp_distractor_agreement_relative_clause
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/ellipsis_n_bar_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/ellipsis_n_bar_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..bac472bdff2f61df39eb2fec55a98c44ca86b702
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/ellipsis_n_bar_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: ellipsis_n_bar_2
+include: _template_yaml
+task: blimp_ellipsis_n_bar_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_object_raising.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_object_raising.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..765596462dce91f51b557fca254deef3a2ee325e
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_object_raising.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: existential_there_object_raising
+include: _template_yaml
+task: blimp_existential_there_object_raising
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..15396ae3acadcada2e12549deeacd66b856d5a69
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: existential_there_quantifiers_1
+include: _template_yaml
+task: blimp_existential_there_quantifiers_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..81370693b6be13ce5b187f0954ae45aa7156d9d7
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/existential_there_quantifiers_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: existential_there_quantifiers_2
+include: _template_yaml
+task: blimp_existential_there_quantifiers_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/expletive_it_object_raising.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/expletive_it_object_raising.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..7ee8d01875cec8b19ae74124fad0e1103c87e480
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/expletive_it_object_raising.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: expletive_it_object_raising
+include: _template_yaml
+task: blimp_expletive_it_object_raising
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/inchoative.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/inchoative.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5f51e03dd3a528ad559418e81e20417ea6843f68
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/inchoative.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: inchoative
+include: _template_yaml
+task: blimp_inchoative
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/intransitive.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/intransitive.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1d5b7edbdc26833f7ae645889d8642077fd979bc
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/intransitive.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: intransitive
+include: _template_yaml
+task: blimp_intransitive
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_adjectives.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_adjectives.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..fe9097d6673f9a3d5d05f511f9ea48940f41d44f
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_adjectives.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: irregular_past_participle_adjectives
+include: _template_yaml
+task: blimp_irregular_past_participle_adjectives
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_verbs.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_verbs.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..906fb347710e46c3159aaee05def45730b30929f
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_past_participle_verbs.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: irregular_past_participle_verbs
+include: _template_yaml
+task: blimp_irregular_past_participle_verbs
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..537c7764f671636cfb781382397f525d0fba305a
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: irregular_plural_subject_verb_agreement_1
+include: _template_yaml
+task: blimp_irregular_plural_subject_verb_agreement_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5d3b84fceab0e3907ab6b1bd3e44a0e6c9445416
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/irregular_plural_subject_verb_agreement_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: irregular_plural_subject_verb_agreement_2
+include: _template_yaml
+task: blimp_irregular_plural_subject_verb_agreement_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/left_branch_island_echo_question.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/left_branch_island_echo_question.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..409e8ccca8a101366a0f881e775a7dcf9ff317b6
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/left_branch_island_echo_question.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: left_branch_island_echo_question
+include: _template_yaml
+task: blimp_left_branch_island_echo_question
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/matrix_question_npi_licensor_present.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/matrix_question_npi_licensor_present.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..712cf4313ee90bc407b86d51c49fcaa3198247f8
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/matrix_question_npi_licensor_present.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: matrix_question_npi_licensor_present
+include: _template_yaml
+task: blimp_matrix_question_npi_licensor_present
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/only_npi_scope.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/only_npi_scope.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4386575f591b9f03cf12f37e04ee8632c4fbec79
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/only_npi_scope.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: only_npi_scope
+include: _template_yaml
+task: blimp_only_npi_scope
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/passive_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/passive_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..0dd6aca0535d448d9269ae1959063d687955a17f
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/passive_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: passive_1
+include: _template_yaml
+task: blimp_passive_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_case_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_case_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..85aa920a268d5dbc4d7c69df746d4b70e334d206
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_case_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: principle_A_case_2
+include: _template_yaml
+task: blimp_principle_A_case_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_domain_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_domain_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..eb06e731c5836934df3cbf8f77b1a768e248271d
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_domain_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: principle_A_domain_1
+include: _template_yaml
+task: blimp_principle_A_domain_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_reconstruction.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_reconstruction.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..5e2cdadc34fc0c7c3e14c8ab24ce0d522f7835d0
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/principle_A_reconstruction.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: principle_A_reconstruction
+include: _template_yaml
+task: blimp_principle_A_reconstruction
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_licensor_present.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_licensor_present.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..df607e5c79e02ef8b284ce2b458ba5371951fc89
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_licensor_present.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: sentential_negation_npi_licensor_present
+include: _template_yaml
+task: blimp_sentential_negation_npi_licensor_present
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_scope.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_scope.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..854d9e5d86e393abbbca986cfebbd6156465f1eb
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_negation_npi_scope.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: sentential_negation_npi_scope
+include: _template_yaml
+task: blimp_sentential_negation_npi_scope
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_subject_island.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_subject_island.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..e26341a80a3ffb03e16aa0dc3c10471a4ca4ae3e
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/sentential_subject_island.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: sentential_subject_island
+include: _template_yaml
+task: blimp_sentential_subject_island
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_1.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_1.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..c3cf8bfc238feb272c290621c9d55772cb6f5dc4
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_1.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: superlative_quantifiers_1
+include: _template_yaml
+task: blimp_superlative_quantifiers_1
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_2.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_2.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ac031c4ecc1acf46bed9c5dbf333f140daa18155
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/superlative_quantifiers_2.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: superlative_quantifiers_2
+include: _template_yaml
+task: blimp_superlative_quantifiers_2
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/transitive.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/transitive.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..18864352a9b1bfdb26c146af8333f9c0dfc4beec
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/transitive.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: transitive
+include: _template_yaml
+task: blimp_transitive
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_object_gap.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_object_gap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cb78e7b917573f4c8be60508f454a9ddd6e2b668
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_object_gap.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_questions_object_gap
+include: _template_yaml
+task: blimp_wh_questions_object_gap
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..b956919c455893a0282a7d3842fc57eefe624114
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_questions_subject_gap
+include: _template_yaml
+task: blimp_wh_questions_subject_gap
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap_long_distance.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap_long_distance.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..34c3e5cf7f141db947d42b945262de6849700d3c
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_questions_subject_gap_long_distance.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_questions_subject_gap_long_distance
+include: _template_yaml
+task: blimp_wh_questions_subject_gap_long_distance
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..2221ce5fe0f55611003ab554d5f24aafad41bebf
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_vs_that_no_gap
+include: _template_yaml
+task: blimp_wh_vs_that_no_gap
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap_long_distance.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap_long_distance.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4804f67ae82cb4a5af702d80eeded6bd6aacd54f
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_no_gap_long_distance.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_vs_that_no_gap_long_distance
+include: _template_yaml
+task: blimp_wh_vs_that_no_gap_long_distance
diff --git a/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_with_gap.yaml b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_with_gap.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ca5af7a576a5ad6f15544cb748f857a549d90295
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/blimp/wh_vs_that_with_gap.yaml
@@ -0,0 +1,4 @@
+# Generated by utils.py
+dataset_name: wh_vs_that_with_gap
+include: _template_yaml
+task: blimp_wh_vs_that_with_gap
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_reading/README.md b/lm-evaluation-harness/lm_eval/tasks/eus_reading/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..2542e9b509a38f8d6fc6bcbd6319fd0d0462f078
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_reading/README.md
@@ -0,0 +1,48 @@
+# EusReading
+
+### Paper
+
+Title: Latxa: An Open Language Model and Evaluation Suite for Basque
+
+Abstract: https://arxiv.org/abs/2403.20266
+
+EusReading consists of 352 reading comprehension exercises (irakurmena) sourced from the set of past EGA exams from 1998 to 2008. Each test generally has 10 multiple-choice questions, with 4 choices and a single correct answer. These exercises are more challenging than Belebele due to the complexity and length of the input texts. As a result, EusReading is useful to measure long context understanding of models.
+
+Homepage: https://github.com/hitz-zentroa/latxa
+
+
+### Citation
+
+```
+@misc{etxaniz2024latxa,
+      title={Latxa: An Open Language Model and Evaluation Suite for Basque},
+      author={Julen Etxaniz and Oscar Sainz and Naiara Perez and Itziar Aldabe and German Rigau and Eneko Agirre and Aitor Ormazabal and Mikel Artetxe and Aitor Soroa},
+      year={2024},
+      eprint={2403.20266},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL}
+}
+```
+
+### Groups and Tasks
+
+#### Groups
+
+There are no groups.
+
+#### Tasks
+
+* `eus_reading`: EusReading consists of 352 reading comprehension exercises (irakurmena) sourced from the set of past EGA exams from 1998 to 2008.
+
+### Checklist
+
+For adding novel benchmarks/datasets to the library:
+* [ ] Is the task an existing benchmark in the literature?
+  * [ ] Have you referenced the original paper that introduced the task?
+  * [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
+
+
+If other tasks on this dataset are already supported:
+* [ ] Is the "Main" variant of this task clearly denoted?
+* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
+* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_reading/eus_reading.yaml b/lm-evaluation-harness/lm_eval/tasks/eus_reading/eus_reading.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1af52d499daad3189639eb8a45bccfa77c69d710
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_reading/eus_reading.yaml
@@ -0,0 +1,16 @@
+dataset_path: HiTZ/EusReading
+dataset_name: default
+task: eus_reading
+doc_to_text: !function utils.doc_to_text_context
+doc_to_choice: !function utils.doc_to_choice
+validation_split: null
+test_split: test
+fewshot_split: test
+output_type: multiple_choice
+doc_to_target: answer
+metric_list:
+  - metric: acc
+    aggregation: mean
+    higher_is_better: true
+metadata:
+  version: 0.0
diff --git a/lm-evaluation-harness/lm_eval/tasks/eus_reading/utils.py b/lm-evaluation-harness/lm_eval/tasks/eus_reading/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..dc507e02ffc52c9764f2d49c608d8b45903a40ae
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/eus_reading/utils.py
@@ -0,0 +1,41 @@
+from typing import List
+
+
+letters = ["A", "B", "C", "D"]
+
+
+def doc_to_text_context(doc) -> str:
+    """
+    Converts a document to a formatted string.
+
+    Args:
+        doc (dict): A dictionary containing the document information.
+
+    Returns:
+        str: A formatted string containing the question and answer choices.
+    """
+    candidates = doc["candidates"]
+    num_choices = len(candidates)
+    if num_choices < 2:
+        raise ValueError("Invalid number of candidates")
+    choices = letters[:num_choices]
+    formatted_choices = "\n".join(
+        [f"{choice}: {candidates[i]}" for i, choice in enumerate(choices)]
+    )
+    return f"Pasartea: {doc['context']}\n\nGaldera: {doc['question']}\n{formatted_choices}\nErantzuna:"
+
+
+def doc_to_choice(doc) -> List[str]:
+    """
+    Returns the answer choices for a document.
+
+    Args:
+        doc (dict): A dictionary containing the document information.
+
+    Returns:
+        list: A list of strings containing the answer choices.
+    """
+    num_choices = len(doc["candidates"])
+    if num_choices < 2:
+        raise ValueError("Invalid number of candidates")
+    return letters[:num_choices]
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_de.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_de.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d368292fc9a31306f85c3a2bc6687b54e50450c4
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_de.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_de
+dataset_path: alexandrainst/m_arc
+dataset_name: de
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_eu.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_eu.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..13798d45b544993725b82c27f475d61fd2b4c0bf
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_eu.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_eu
+dataset_path: alexandrainst/m_arc
+dataset_name: eu
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_mr.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_mr.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..fdc6a693cd90c9b55d55b1e993489e8f2c069a09
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_mr.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_mr
+dataset_path: alexandrainst/m_arc
+dataset_name: mr
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_pt.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_pt.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..78c75932201786eda593026bcc2538c4aecd5911
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_pt.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_pt
+dataset_path: alexandrainst/m_arc
+dataset_name: pt
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sk.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sk.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..04ff0182accaceec2259c58252e529c77ceff366
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sk.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_sk
+dataset_path: alexandrainst/m_arc
+dataset_name: sk
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sr.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sr.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..aacfc06dd672e044d9bd06b4afcde654b8816439
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_sr.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_sr
+dataset_path: alexandrainst/m_arc
+dataset_name: sr
+training_split: train
+validation_split: validation
+test_split: test
diff --git a/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_uk.yaml b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_uk.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..42b77e4c0ec79fc75762a38299b1c1f16af6801c
--- /dev/null
+++ b/lm-evaluation-harness/lm_eval/tasks/okapi/arc_multilingual/arc_uk.yaml
@@ -0,0 +1,7 @@
+include: _arc_yaml
+task: arc_uk
+dataset_path: alexandrainst/m_arc
+dataset_name: uk
+training_split: train
+validation_split: validation
+test_split: test
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new file mode 100644
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--- /dev/null
+++ b/venv/lib/python3.10/site-packages/nvidia/cublas/lib/libcublasLt.so.12
@@ -0,0 +1,3 @@
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+size 515090264
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