commit be08c86e769bb6f66b4d2ef6c1ba8f243740bea2 Author: ModelHub XC Date: Thu Apr 9 14:58:21 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: ChiKoi7/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..00a2b01 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_f16.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_M.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_M.gguf new file mode 100644 index 0000000..b090100 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8a5dd6ab4076416a656d3796e3f6af2c3a7919288bec58ae906407c900efa1e +size 3784823104 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_XS.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_XS.gguf new file mode 100644 index 0000000..4c2d866 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1f5d308c08a9b5113e2804053b29db61bf30781b4254fa72cffe0c3da11403c +size 3518746944 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_NL.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_NL.gguf new file mode 100644 index 0000000..bc1912a --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8026e37a20cba873320366fe7148fb9c274f4d89f1356df5d51597e6bc1f038 +size 4707348800 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_XS.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_XS.gguf new file mode 100644 index 0000000..02677b8 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d05d66a5a4d4ca83afc28f48342dc7a3cf40dcfd6c75191b91047e64233f8fea +size 4484362560 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_L.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_L.gguf new file mode 100644 index 0000000..8c99c34 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3a85417100b0c85706efe56ea7ecf53ceca78da3e1a1c8c1b944f1f2b19412f +size 4321956160 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_M.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_M.gguf new file mode 100644 index 0000000..04bf940 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:efa0240a42e180755e0dd634639667bfb19405c535eec4aa63b0ee8e197b02ae +size 4018917696 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_S.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_S.gguf new file mode 100644 index 0000000..08e1487 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:962d85af27a548a722ae269dce83e5fadf46c13ba374ca4103c91cf67a1e6580 +size 3664499008 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_M.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_M.gguf new file mode 100644 index 0000000..e002bfa --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:37462dc30fd9e435f965f635e5dde3f55a424d89a36ba4adc84441c54f1e5c8e +size 4920734016 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_S.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_S.gguf new file mode 100644 index 0000000..a79ff7f --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0f937c3a720b3fa3fa12209f4f6494d82bcc0f22741be43fc83af2d6a6a5b6a +size 4692668736 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_M.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_M.gguf new file mode 100644 index 0000000..3eb34a4 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea2cbdaf02a7d19a7af6e1758b6e5e5028f463fd261b6d14129ed1a66a6ab39b +size 5732987200 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_S.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_S.gguf new file mode 100644 index 0000000..ba11aff --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59d21c569acfb9ca2456455589eeca4ad463d4d8a0b9d93eb6bc0f48afd12842 +size 5599293760 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q6_K.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q6_K.gguf new file mode 100644 index 0000000..4d47c85 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6c74dd3cf3cb6117ec960a7a9156f17418e446550cef0cf7024b719a5a6b44d4 +size 6596006208 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q8_0.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q8_0.gguf new file mode 100644 index 0000000..c381e90 --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1287892cecac44f35af1e68c738bb2c6c4d393b93c1af6f35cb82cf21fc03e78 +size 8540770624 diff --git a/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_f16.gguf b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_f16.gguf new file mode 100644 index 0000000..eae7c2d --- /dev/null +++ b/Llama-3.1-8B-Lexi-Uncensored-V2-Heretic_f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:245a296b8bf614b1051bd4e9488579158c689055b516b3877bdc7d001302d52e +size 16068890944 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