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--- |
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base_model: |
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- deepseek-ai/DeepSeek-R1-Distill-Llama-8B |
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- bunnycore/LLama-3.1-8B-HyperNova-abliteration |
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- Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 |
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library_name: transformers |
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tags: |
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- mergekit |
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- merge |
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license: mit |
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--- |
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[<img src="https://raw.githubusercontent.com/csabakecskemeti/devquasar/main/dq_logo_black-transparent.png" width="200"/>](https://devquasar.com) |
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'Make knowledge free for everyone' |
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<a href='https://ko-fi.com/L4L416YX7C' target='_blank'><img height='36' style='border:0px;height:36px;' src='https://storage.ko-fi.com/cdn/kofi6.png?v=6' border='0' alt='Buy Me a Coffee at ko-fi.com' /></a> |
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# DevQuasar-R1-Uncensored-Llama-8B |
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This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit). |
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## Eval results |
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`hf (pretrained=DevQuasar/DevQuasar-R1-Uncensored-Llama-8B,parallelize=True,dtype=float16), gen_kwargs: (temperature=0.6,top_p=0.95,do_sample=True), limit: None, num_fewshot: None, batch_size: auto:4 (1,16,64,64)` |
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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 |↑ |0.6052|± |0.0049| |
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| | |none | 0|acc_norm |↑ |0.8021|± |0.0040| |
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|leaderboard_bbh | N/A| | | | | | | | |
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| - leaderboard_bbh_boolean_expressions | 1|none | 3|acc_norm |↑ |0.8360|± |0.0235| |
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| - leaderboard_bbh_causal_judgement | 1|none | 3|acc_norm |↑ |0.6043|± |0.0359| |
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| - leaderboard_bbh_date_understanding | 1|none | 3|acc_norm |↑ |0.4840|± |0.0317| |
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| - leaderboard_bbh_disambiguation_qa | 1|none | 3|acc_norm |↑ |0.6360|± |0.0305| |
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| - leaderboard_bbh_formal_fallacies | 1|none | 3|acc_norm |↑ |0.5680|± |0.0314| |
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| - leaderboard_bbh_geometric_shapes | 1|none | 3|acc_norm |↑ |0.2760|± |0.0283| |
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| - leaderboard_bbh_hyperbaton | 1|none | 3|acc_norm |↑ |0.5440|± |0.0316| |
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| - leaderboard_bbh_logical_deduction_five_objects | 1|none | 3|acc_norm |↑ |0.4320|± |0.0314| |
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| - leaderboard_bbh_logical_deduction_seven_objects | 1|none | 3|acc_norm |↑ |0.4640|± |0.0316| |
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| - leaderboard_bbh_logical_deduction_three_objects | 1|none | 3|acc_norm |↑ |0.6440|± |0.0303| |
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| - leaderboard_bbh_movie_recommendation | 1|none | 3|acc_norm |↑ |0.7600|± |0.0271| |
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| - leaderboard_bbh_navigate | 1|none | 3|acc_norm |↑ |0.6240|± |0.0307| |
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| - leaderboard_bbh_object_counting | 1|none | 3|acc_norm |↑ |0.5440|± |0.0316| |
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| - leaderboard_bbh_penguins_in_a_table | 1|none | 3|acc_norm |↑ |0.4658|± |0.0414| |
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| - leaderboard_bbh_reasoning_about_colored_objects | 1|none | 3|acc_norm |↑ |0.5640|± |0.0314| |
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| - leaderboard_bbh_ruin_names | 1|none | 3|acc_norm |↑ |0.7160|± |0.0286| |
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| - leaderboard_bbh_salient_translation_error_detection | 1|none | 3|acc_norm |↑ |0.4920|± |0.0317| |
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| - leaderboard_bbh_snarks | 1|none | 3|acc_norm |↑ |0.5899|± |0.0370| |
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| - leaderboard_bbh_sports_understanding | 1|none | 3|acc_norm |↑ |0.6880|± |0.0294| |
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| - leaderboard_bbh_temporal_sequences | 1|none | 3|acc_norm |↑ |0.2200|± |0.0263| |
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| - leaderboard_bbh_tracking_shuffled_objects_five_objects | 1|none | 3|acc_norm |↑ |0.1880|± |0.0248| |
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| - leaderboard_bbh_tracking_shuffled_objects_seven_objects| 1|none | 3|acc_norm |↑ |0.1320|± |0.0215| |
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| - leaderboard_bbh_tracking_shuffled_objects_three_objects| 1|none | 3|acc_norm |↑ |0.3040|± |0.0292| |
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| - leaderboard_bbh_web_of_lies | 1|none | 3|acc_norm |↑ |0.4760|± |0.0316| |
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|leaderboard_gpqa | N/A| | | | | | | | |
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| - leaderboard_gpqa_diamond | 1|none | 0|acc_norm |↑ |0.3232|± |0.0333| |
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| - leaderboard_gpqa_extended | 1|none | 0|acc_norm |↑ |0.3498|± |0.0204| |
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| - leaderboard_gpqa_main | 1|none | 0|acc_norm |↑ |0.3527|± |0.0226| |
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|leaderboard_ifeval | 3|none | 0|inst_level_loose_acc |↑ |0.4628|± | N/A| |
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| | |none | 0|inst_level_strict_acc |↑ |0.4365|± | N/A| |
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| | |none | 0|prompt_level_loose_acc |↑ |0.3216|± |0.0201| |
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| | |none | 0|prompt_level_strict_acc|↑ |0.2902|± |0.0195| |
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|leaderboard_math_hard | N/A| | | | | | | | |
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| - leaderboard_math_algebra_hard | 2|none | 4|exact_match |↑ |0.5798|± |0.0282| |
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| - leaderboard_math_counting_and_prob_hard | 2|none | 4|exact_match |↑ |0.2276|± |0.0380| |
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| - leaderboard_math_geometry_hard | 2|none | 4|exact_match |↑ |0.1970|± |0.0347| |
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| - leaderboard_math_intermediate_algebra_hard | 2|none | 4|exact_match |↑ |0.1036|± |0.0182| |
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| - leaderboard_math_num_theory_hard | 2|none | 4|exact_match |↑ |0.3377|± |0.0382| |
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| - leaderboard_math_prealgebra_hard | 2|none | 4|exact_match |↑ |0.4715|± |0.0360| |
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| - leaderboard_math_precalculus_hard | 2|none | 4|exact_match |↑ |0.1111|± |0.0271| |
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|leaderboard_mmlu_pro | 0.1|none | 5|acc |↑ |0.3608|± |0.0044| |
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|leaderboard_musr | N/A| | | | | | | | |
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| - leaderboard_musr_murder_mysteries | 1|none | 0|acc_norm |↑ |0.5920|± |0.0311| |
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| - leaderboard_musr_object_placements | 1|none | 0|acc_norm |↑ |0.3867|± |0.0305| |
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| - leaderboard_musr_team_allocation | 1|none | 0|acc_norm |↑ |0.3560|± |0.0303| |
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### Compare to base DeepSeek-R1-Distill-Llama-8B |
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Model shows improvements in most if these tests: |
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#### Link to eval results |
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[DevQuasar-R1-Uncensored-Llama-8B](https://github.com/csabakecskemeti/lm_eval_results/blob/main/DevQuasar__DevQuasar-R1-Uncensored-Llama-8B/results_2025-01-28T21-04-03.910794.json) |
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[DeepSeek-R1-Distill-Llama-8B](https://github.com/csabakecskemeti/lm_eval_results/blob/main/deepseek-ai__DeepSeek-R1-Distill-Llama-8B/results_2025-01-26T22-29-00.931915.json) |
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## Merge Details |
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### Merge Method |
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This model was merged using the [Linear](https://arxiv.org/abs/2203.05482) merge method. |
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### Models Merged |
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The following models were included in the merge: |
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* [deepseek-ai/DeepSeek-R1-Distill-Llama-8B](https://huggingface.co./deepseek-ai/DeepSeek-R1-Distill-Llama-8B) |
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* [bunnycore/LLama-3.1-8B-HyperNova-abliteration](https://huggingface.co./bunnycore/LLama-3.1-8B-HyperNova-abliteration) |
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* [Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2](https://huggingface.co./Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2) |
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### Configuration |
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The following YAML configuration was used to produce this model: |
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```yaml |
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models: |
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- model: Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 |
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parameters: |
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weight: 0.3 |
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- model: bunnycore/LLama-3.1-8B-HyperNova-abliteration |
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parameters: |
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weight: 0.3 |
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- model: deepseek-ai/DeepSeek-R1-Distill-Llama-8B |
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parameters: |
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weight: 0.4 |
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merge_method: linear |
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dtype: float16 |
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``` |
