From 2b0f8d046d36b37b7b5be29b7585f824665dac0a Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 19 Apr 2026 17:50:33 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: arzaan789/h2o-danube-1.8b-uncensored Source: Original Platform --- .gitattributes | 46 +++++++++++++++++++++++ README.md | 52 ++++++++++++++++++++++++++ h2o_danube_1.8b_uncensored.Q2_K.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q3_K_L.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q3_K_M.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q3_K_S.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q4_K_M.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q4_K_S.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q5_K_M.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q5_K_S.gguf | 3 ++ h2o_danube_1.8b_uncensored.Q6_K.gguf | 3 ++ 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+h2o_danube_1.8b_uncensored.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +h2o_danube_1.8b_uncensored.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +h2o_danube_1.8b_uncensored.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +h2o_danube_1.8b_uncensored.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +h2o_danube_1.8b_uncensored.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..0a72da7 --- /dev/null +++ b/README.md @@ -0,0 +1,52 @@ +--- +license: apache-2.0 +base_model: h2oai/h2o-danube-1.8b-chat +tags: +- uncensored +- abliterated +- gguf +- h2o +- conversational +pipeline_tag: text-generation +--- + +# h2o-danube-1.8b-uncensored + +Uncensored variant of [h2oai/h2o-danube-1.8b-chat](https://huggingface.co/h2oai/h2o-danube-1.8b-chat). + +## Method + +1. **Abliteration** (strength=0.2) — refusal direction removed from all layers +2. **LoRA fine-tune** on `Guilherme34/uncensor` (2 epochs, r=16, alpha=32) +3. **Re-abliteration** (strength=0.35) — stronger pass to remove residual refusals + +## Eval Results + +| Split | Refused | +|-------|---------| +| Harmful (64 prompts) | 1/64 | +| Harmless (64 prompts) | 0/64 | + +## Usage + +```bash +llama-cli -m h2o_danube_1.8b_uncensored.Q4_K_M.gguf -p "Your prompt here" +``` + +## Training Config + +| Parameter | Value | +|-----------|-------| +| Base Model | h2oai/h2o-danube-1.8b-chat | +| Fine-tune Dataset | Guilherme34/uncensor | +| Epochs | 2 | +| LoRA r | 16 | +| LoRA alpha | 32 | +| Learning Rate | 0.0002 | +| Abliteration Strength | 0.2 | +| Re-abliteration Strength | 0.35 | + +## Credits + +- Abliteration technique: [andyrdt/refusal_direction](https://github.com/andyrdt/refusal_direction) +- Weight editing: [Sumandora/remove-refusals-with-transformers](https://github.com/Sumandora/remove-refusals-with-transformers) diff --git a/h2o_danube_1.8b_uncensored.Q2_K.gguf b/h2o_danube_1.8b_uncensored.Q2_K.gguf new file mode 100644 index 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