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