diff --git a/README.md b/README.md new file mode 100644 index 0000000..6e647d8 --- /dev/null +++ b/README.md @@ -0,0 +1,205 @@ +--- +license: llama3.1 +model-index: +- name: Llama-3.1-8B-Lexi-Uncensored-V2 + results: + - task: + type: text-generation + name: Text Generation + dataset: + name: IFEval (0-Shot) + type: HuggingFaceH4/ifeval + args: + num_few_shot: 0 + metrics: + - type: inst_level_strict_acc and prompt_level_strict_acc + value: 77.92 + name: strict accuracy + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: BBH (3-Shot) + type: BBH + args: + num_few_shot: 3 + metrics: + - type: acc_norm + value: 29.69 + name: normalized accuracy + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MATH Lvl 5 (4-Shot) + type: hendrycks/competition_math + args: + num_few_shot: 4 + metrics: + - type: exact_match + value: 16.92 + name: exact match + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: GPQA (0-shot) + type: Idavidrein/gpqa + args: + num_few_shot: 0 + metrics: + - type: acc_norm + value: 4.36 + name: acc_norm + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MuSR (0-shot) + type: TAUR-Lab/MuSR + args: + num_few_shot: 0 + metrics: + - type: acc_norm + value: 7.77 + name: acc_norm + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard + - task: + type: text-generation + name: Text Generation + dataset: + name: MMLU-PRO (5-shot) + type: TIGER-Lab/MMLU-Pro + config: main + split: test + args: + num_few_shot: 5 + metrics: + - type: acc + value: 30.9 + name: accuracy + source: + url: >- + https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard?query=Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2 + name: Open LLM Leaderboard +library_name: transformers +pipeline_tag: text-generation +tags: +- Llama-3.1 +- 8B +- Lexi +- Heretic +- Uncensored +- Abliterated +- GGUF +--- + + +## Llama-3.1-8B-Lexi-Uncensored-V2-Heretic-GGUF + +A decensored version of [Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2](https://huggingface.co/Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2), made using [Heretic](https://github.com/p-e-w/heretic) v1.0.1 + +| | Llama-3.1-8B-Lexi-Uncensored-V2-Heretic | Original model ([Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2](https://huggingface.co/Orenguteng/Llama-3.1-8B-Lexi-Uncensored-V2)) | +| --- | --- | --- | +| **Refusals** | 2/100 | 35/100 | +| **KL divergence** | 0.02 | 0 *(by definition)* | + +## Heretic Abliteration Parameters + +| Parameter | Value | +| :-------- | :---: | +| **direction_index** | per layer | +| **attn.o_proj.max_weight** | 0.95 | +| **attn.o_proj.max_weight_position** | 19.12 | +| **attn.o_proj.min_weight** | 0.93 | +| **attn.o_proj.min_weight_distance** | 9.83 | +| **mlp.down_proj.max_weight** | 0.98 | +| **mlp.down_proj.max_weight_position** | 23.23 | +| **mlp.down_proj.min_weight** | 0.10 | +| **mlp.down_proj.min_weight_distance** | 5.19 | + + +## Safetensors Version + +Safetensors version available at [ChiKoi7/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic](https://huggingface.co/ChiKoi7/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic) + +--- + +--- + +--- + + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/644ad182f434a6a63b18eee6/7mnEJyioRzQaWz8xLM4KI.png) + +VERSION 2 Update Notes: +--- +- More compliant +- Smarter +- For best response, use this system prompt (feel free to expand upon it as you wish): + +Think step by step with a logical reasoning and intellectual sense before you provide any response. + +- For more uncensored and compliant response, you can expand the system message differently, or simply enter a dot "." as system message. + +- IMPORTANT: Upon further investigation, the Q4 seems to have refusal issues sometimes. +There seems to be some of the fine-tune loss happening due to the quantization. I will look into it for V3. +Until then, I suggest you run F16 or Q8 if possible. + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/644ad182f434a6a63b18eee6/zaHhRjsk3rvo_YewgXV2Z.png) + +GENERAL INFO: +--- + +This model is based on Llama-3.1-8b-Instruct, and is governed by [META LLAMA 3.1 COMMUNITY LICENSE AGREEMENT](https://github.com/meta-llama/llama-models/blob/main/models/llama3_1/LICENSE) + +Lexi is uncensored, which makes the model compliant. You are advised to implement your own alignment layer before exposing the model as a service. It will be highly compliant with any requests, even unethical ones. + +You are responsible for any content you create using this model. Please use it responsibly. + +Lexi is licensed according to Meta's Llama license. I grant permission for any use, including commercial, that falls within accordance with Meta's Llama-3.1 license. + +IMPORTANT: +--- +Use the same template as the official Llama 3.1 8B instruct. +System tokens must be present during inference, even if you set an empty system message. If you are unsure, just add a short system message as you wish. + +FEEDBACK: +--- +If you find any issues or have suggestions for improvements, feel free to leave a review and I will look into it for upcoming improvements and next version. + + +![image/png](https://cdn-uploads.huggingface.co/production/uploads/644ad182f434a6a63b18eee6/uqJv-R1LeJEfMxi1nmTH5.png) + + +# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/open-llm-leaderboard/open_llm_leaderboard) +Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_Orenguteng__Llama-3.1-8B-Lexi-Uncensored-V2) + +| Metric |Value| +|-------------------|----:| +|Avg. |27.93| +|IFEval (0-Shot) |77.92| +|BBH (3-Shot) |29.69| +|MATH Lvl 5 (4-Shot)|16.92| +|GPQA (0-shot) | 4.36| +|MuSR (0-shot) | 7.77| +|MMLU-PRO (5-shot) |30.90| \ No newline at end of file