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--- |
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base_model: unsloth/Llama-3.2-3B-Instruct-bnb-4bit |
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datasets: |
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- microsoft/orca-agentinstruct-1M-v1 |
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pipeline_tag: text-generation |
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library_name: transformers |
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license: llama3.2 |
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tags: |
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- unsloth |
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- transformers |
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model-index: |
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- name: analytical_reasoning_r16a32_unsloth-Llama-3.2-3B-Instruct-bnb-4bit |
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results: |
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- task: |
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type: text-generation |
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dataset: |
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type: lm-evaluation-harness |
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name: hellaswag |
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metrics: |
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- name: acc |
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type: acc |
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value: 0.5141 |
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verified: false |
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- name: acc_norm |
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type: acc_norm |
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value: 0.6793 |
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verified: false |
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--- |
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### eval |
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| Tasks |Version|Filter|n-shot| Metric | |Value | |Stderr| |
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|----------------------------------------------------------|-------|------|-----:|-----------------------|---|-----:|---|------| |
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|hellaswag | 1|none | 0|acc |↑ |0.5141|± |0.0050| |
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| | |none | 0|acc_norm |↑ |0.6793|± |0.0047| |
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|leaderboard_bbh | N/A| | | | | | | | |
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| - leaderboard_bbh_boolean_expressions | 1|none | 3|acc_norm |↑ |0.6040|± |0.0310| |
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| - leaderboard_bbh_causal_judgement | 1|none | 3|acc_norm |↑ |0.5668|± |0.0363| |
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| - leaderboard_bbh_date_understanding | 1|none | 3|acc_norm |↑ |0.4880|± |0.0317| |
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| - leaderboard_bbh_disambiguation_qa | 1|none | 3|acc_norm |↑ |0.3760|± |0.0307| |
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| - leaderboard_bbh_formal_fallacies | 1|none | 3|acc_norm |↑ |0.5400|± |0.0316| |
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| - leaderboard_bbh_geometric_shapes | 1|none | 3|acc_norm |↑ |0.2200|± |0.0263| |
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| - leaderboard_bbh_hyperbaton | 1|none | 3|acc_norm |↑ |0.5640|± |0.0314| |
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| - leaderboard_bbh_logical_deduction_five_objects | 1|none | 3|acc_norm |↑ |0.4560|± |0.0316| |
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| - leaderboard_bbh_logical_deduction_seven_objects | 1|none | 3|acc_norm |↑ |0.4360|± |0.0314| |
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| - leaderboard_bbh_logical_deduction_three_objects | 1|none | 3|acc_norm |↑ |0.4880|± |0.0317| |
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| - leaderboard_bbh_movie_recommendation | 1|none | 3|acc_norm |↑ |0.6360|± |0.0305| |
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| - leaderboard_bbh_navigate | 1|none | 3|acc_norm |↑ |0.6200|± |0.0308| |
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| - leaderboard_bbh_object_counting | 1|none | 3|acc_norm |↑ |0.4120|± |0.0312| |
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| - leaderboard_bbh_penguins_in_a_table | 1|none | 3|acc_norm |↑ |0.3219|± |0.0388| |
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| - leaderboard_bbh_reasoning_about_colored_objects | 1|none | 3|acc_norm |↑ |0.3440|± |0.0301| |
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| - leaderboard_bbh_ruin_names | 1|none | 3|acc_norm |↑ |0.3240|± |0.0297| |
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| - leaderboard_bbh_salient_translation_error_detection | 1|none | 3|acc_norm |↑ |0.3120|± |0.0294| |
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| - leaderboard_bbh_snarks | 1|none | 3|acc_norm |↑ |0.4494|± |0.0374| |
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| - leaderboard_bbh_sports_understanding | 1|none | 3|acc_norm |↑ |0.6040|± |0.0310| |
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| - leaderboard_bbh_temporal_sequences | 1|none | 3|acc_norm |↑ |0.1000|± |0.0190| |
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| - leaderboard_bbh_tracking_shuffled_objects_five_objects | 1|none | 3|acc_norm |↑ |0.1600|± |0.0232| |
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| - leaderboard_bbh_tracking_shuffled_objects_seven_objects| 1|none | 3|acc_norm |↑ |0.1200|± |0.0206| |
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| - leaderboard_bbh_tracking_shuffled_objects_three_objects| 1|none | 3|acc_norm |↑ |0.3440|± |0.0301| |
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| - leaderboard_bbh_web_of_lies | 1|none | 3|acc_norm |↑ |0.5160|± |0.0317| |
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|leaderboard_gpqa | N/A| | | | | | | | |
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| - leaderboard_gpqa_diamond | 1|none | 0|acc_norm |↑ |0.2727|± |0.0317| |
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| - leaderboard_gpqa_extended | 1|none | 0|acc_norm |↑ |0.2802|± |0.0192| |
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| - leaderboard_gpqa_main | 1|none | 0|acc_norm |↑ |0.2545|± |0.0206| |
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|leaderboard_ifeval | 3|none | 0|inst_level_loose_acc |↑ |0.5252|± | N/A| |
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| | |none | 0|inst_level_strict_acc |↑ |0.4748|± | N/A| |
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| | |none | 0|prompt_level_loose_acc |↑ |0.3919|± |0.0210| |
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| | |none | 0|prompt_level_strict_acc|↑ |0.3420|± |0.0204| |
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|leaderboard_math_hard | N/A| | | | | | | | |
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| - leaderboard_math_algebra_hard | 2|none | 4|exact_match |↑ |0.2150|± |0.0235| |
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| - leaderboard_math_counting_and_prob_hard | 2|none | 4|exact_match |↑ |0.0244|± |0.0140| |
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| - leaderboard_math_geometry_hard | 2|none | 4|exact_match |↑ |0.0606|± |0.0208| |
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| - leaderboard_math_intermediate_algebra_hard | 2|none | 4|exact_match |↑ |0.0143|± |0.0071| |
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| - leaderboard_math_num_theory_hard | 2|none | 4|exact_match |↑ |0.0649|± |0.0199| |
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| - leaderboard_math_prealgebra_hard | 2|none | 4|exact_match |↑ |0.1762|± |0.0275| |
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| - leaderboard_math_precalculus_hard | 2|none | 4|exact_match |↑ |0.0519|± |0.0192| |
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|leaderboard_mmlu_pro | 0.1|none | 5|acc |↑ |0.2822|± |0.0041| |
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|leaderboard_musr | N/A| | | | | | | | |
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| - leaderboard_musr_murder_mysteries | 1|none | 0|acc_norm |↑ |0.5400|± |0.0316| |
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| - leaderboard_musr_object_placements | 1|none | 0|acc_norm |↑ |0.2344|± |0.0265| |
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| - leaderboard_musr_team_allocation | 1|none | 0|acc_norm |↑ |0.3200|± |0.0296| |
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### Framework versions |
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- unsloth 2024.11.5 |
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- trl 0.12.0 |
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### Training HW |
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- V100 |
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