From 4f23bd5dfdaa540345efa9de02ecd22adfd5f5e2 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 31 Jul 2026 12:44:17 +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: noctrex/Mistral-7B-Instruct-v0.3-abliterated-GGUF Source: Original Platform --- .gitattributes | 45 ++++++++++++++++++ ...ral-7B-Instruct-v0.3-abliterated-BF16.gguf | 3 ++ ...al-7B-Instruct-v0.3-abliterated-IQ3_M.gguf | 3 ++ ...l-7B-Instruct-v0.3-abliterated-IQ4_NL.gguf | 3 ++ ...l-7B-Instruct-v0.3-abliterated-IQ4_XS.gguf | 3 ++ ...l-7B-Instruct-v0.3-abliterated-Q3_K_M.gguf | 3 ++ ...l-7B-Instruct-v0.3-abliterated-Q4_K_M.gguf | 3 ++ ...l-7B-Instruct-v0.3-abliterated-Q5_K_M.gguf | 3 ++ ...ral-7B-Instruct-v0.3-abliterated-Q6_K.gguf | 3 ++ ...ral-7B-Instruct-v0.3-abliterated-Q8_0.gguf | 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sha256:b9d4bfaba173c25094cfcc3e8d1a4816e144a6ced77764b4604292a62349193a +size 7702568864 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6031f7b --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +pipeline_tag: text-generation +tags: +- uncensored +- abliterated +base_model: +- mistralai/Mistral-7B-Instruct-v0.3 +--- +This is a abliterated version of [Mistral-7B-Instruct-v0.3](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3), made using [Heretic](https://github.com/p-e-w/heretic) + +The quantizations were created using an imatrix merged from [text\_en\_large](https://huggingface.co/datasets/eaddario/imatrix-calibration/blob/main/text_en_large.parquet) and [harmful.txt](https://github.com/Sumandora/remove-refusals-with-transformers) to leverage the abliterated nature of the model. + +![It's an older model, sir, but it checks out](older-model.jpg) + +## Performance + +| Metric | This model | [Original model](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3) | +| :----- | :--------: | :---------------------------: | +| **KL divergence** | 0.15 | 0 *(by definition)* | +| **Refusals** | 3/100 | 85/100 | + +## Analysis against the original model: +- Total Tensors: 291 +- Tensors with Diffs: 47 (16.2%) +- Average % Diff: 6.99% +- Median % Diff: 0.00% +- Min/Max % Diff: 0.00% / 46.77% +- Std Dev % Diff: 15.97% +- Skewness % Diff: 1.86 +- Avg L2 Norm: 144619.57 +- Tensors with >5% diff: 47 +- Top differences: + - blk.14.attn_output.weight ((4096, 8192), L2: 669167.94): 46.77% + - blk.13.attn_output.weight ((4096, 8192), L2: 667456.52): 46.51% + - blk.16.attn_output.weight ((4096, 8192), L2: 667644.60): 46.46% + - blk.12.attn_output.weight ((4096, 8192), L2: 664339.15): 46.03% + - blk.15.attn_output.weight ((4096, 8192), L2: 664117.46): 45.94% + +![Tensor Difference Distribution](tensor_difference_distribution.png) + +![Tensor Charts](tensor_charts.png) + diff --git a/imatrix.gguf 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