From e7a6d0e50f90db57892fae08622f39d2f529e7b6 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 31 Aug 2026 00:20:17 +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: prithivMLmods/Qwen3-4B-abliterated-f32-GGUFs Source: Original Platform --- .gitattributes | 48 ++++++++++++++++++++++++++++++++ Qwen3-4B-abliterated.BF16.gguf | 3 ++ Qwen3-4B-abliterated.F16.gguf | 3 ++ Qwen3-4B-abliterated.F32.gguf | 3 ++ Qwen3-4B-abliterated.Q2_K.gguf | 3 ++ Qwen3-4B-abliterated.Q3_K_L.gguf | 3 ++ Qwen3-4B-abliterated.Q3_K_M.gguf | 3 ++ Qwen3-4B-abliterated.Q3_K_S.gguf | 3 ++ Qwen3-4B-abliterated.Q4_K_M.gguf | 3 ++ Qwen3-4B-abliterated.Q4_K_S.gguf | 3 ++ Qwen3-4B-abliterated.Q5_K_M.gguf | 3 ++ Qwen3-4B-abliterated.Q5_K_S.gguf | 3 ++ Qwen3-4B-abliterated.Q6_K.gguf | 3 ++ Qwen3-4B-abliterated.Q8_0.gguf | 3 ++ README.md | 42 ++++++++++++++++++++++++++++ config.json | 3 ++ 16 files changed, 132 insertions(+) create mode 100644 .gitattributes create mode 100644 Qwen3-4B-abliterated.BF16.gguf create mode 100644 Qwen3-4B-abliterated.F16.gguf create mode 100644 Qwen3-4B-abliterated.F32.gguf create mode 100644 Qwen3-4B-abliterated.Q2_K.gguf create mode 100644 Qwen3-4B-abliterated.Q3_K_L.gguf create mode 100644 Qwen3-4B-abliterated.Q3_K_M.gguf create mode 100644 Qwen3-4B-abliterated.Q3_K_S.gguf create mode 100644 Qwen3-4B-abliterated.Q4_K_M.gguf create mode 100644 Qwen3-4B-abliterated.Q4_K_S.gguf create mode 100644 Qwen3-4B-abliterated.Q5_K_M.gguf create mode 100644 Qwen3-4B-abliterated.Q5_K_S.gguf create mode 100644 Qwen3-4B-abliterated.Q6_K.gguf create mode 100644 Qwen3-4B-abliterated.Q8_0.gguf create mode 100644 README.md create mode 100644 config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1528dc8 --- /dev/null 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text-generation +library_name: transformers +tags: +- text-generation-inference +--- + +# **Qwen3-4B-abliterated-f32-GGUFs** + +> Qwen3-4B-abliterated is an experimental, uncensored version of the Qwen/Qwen3-4B language model that explores how refusals and latent fine-tuning work in large language models using a novel "abliteration" technique, which subtracts a computed refusal direction from hidden module states (such as o_proj) to minimize refusals without degrading output quality. The process involves comparing residual streams between harmful and harmless prompts, orthogonalizing hidden states with weight factors distributed across layers, and iterative or accumulated orthogonalization methods for efficiency. + +## Model Files + +| File name | Size | Quant Type | +|-----------|------|------------| +| Qwen3-4B-abliterated.F32.gguf | 16.1 GB | F32 | +| Qwen3-4B-abliterated.BF16.gguf | 8.05 GB | BF16 | +| Qwen3-4B-abliterated.F16.gguf | 8.05 GB | F16 | +| Qwen3-4B-abliterated.Q8_0.gguf | 4.28 GB | Q8_0 | +| Qwen3-4B-abliterated.Q6_K.gguf | 3.31 GB | Q6_K | +| Qwen3-4B-abliterated.Q5_K_M.gguf | 2.89 GB | Q5_K_M | +| Qwen3-4B-abliterated.Q5_K_S.gguf | 2.82 GB | Q5_K_S | +| Qwen3-4B-abliterated.Q4_K_M.gguf | 2.5 GB | Q4_K_M | +| Qwen3-4B-abliterated.Q4_K_S.gguf | 2.38 GB | Q4_K_S | +| Qwen3-4B-abliterated.Q3_K_L.gguf | 2.24 GB | Q3_K_L | +| Qwen3-4B-abliterated.Q3_K_M.gguf | 2.08 GB | Q3_K_M | +| Qwen3-4B-abliterated.Q3_K_S.gguf | 1.89 GB | Q3_K_S | +| Qwen3-4B-abliterated.Q2_K.gguf | 1.67 GB | Q2_K | + +## Quants Usage + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..5d0c447 --- /dev/null +++ b/config.json @@ -0,0 +1,3 @@ +{ + "model_type": "qwen3" +} \ No newline at end of file