From 90742ef215db3e6af6a9e48ce633d6d44d9b6b4d Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Mon, 11 May 2026 21:08:19 +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: grayarea/Mars-27B-V.1-heretic-v1.2-GGUF Source: Original Platform --- .gitattributes | 38 +++++++++++++++++++++++++++ Mars-27B-V.1-heretic-v1.2-BF16.gguf | 3 +++ Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf | 3 +++ Mars-27B-V.1-heretic-v1.2-Q8_0.gguf | 3 +++ README.md | 34 ++++++++++++++++++++++++ 5 files changed, 81 insertions(+) create mode 100644 .gitattributes create mode 100644 Mars-27B-V.1-heretic-v1.2-BF16.gguf create mode 100644 Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf create mode 100644 Mars-27B-V.1-heretic-v1.2-Q8_0.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e1fbe29 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.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 +Mars-27B-V.1-heretic-v1.2-BF16.gguf filter=lfs diff=lfs merge=lfs -text +Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mars-27B-V.1-heretic-v1.2-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Mars-27B-V.1-heretic-v1.2-BF16.gguf b/Mars-27B-V.1-heretic-v1.2-BF16.gguf new file mode 100644 index 0000000..700bb20 --- /dev/null +++ b/Mars-27B-V.1-heretic-v1.2-BF16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7bc659ed9ba06f2f7855dfc8fad7e98dbff03ec53354e1dca58d92974646dcd +size 54027285408 diff --git a/Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf b/Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf new file mode 100644 index 0000000..507548c --- /dev/null +++ b/Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6cd089a1c178876aebfc6230b93d7c1028afc97a1f5b704e7a74c32a20f8b86 +size 16546409184 diff --git a/Mars-27B-V.1-heretic-v1.2-Q8_0.gguf b/Mars-27B-V.1-heretic-v1.2-Q8_0.gguf new file mode 100644 index 0000000..5cc5b1f --- /dev/null +++ b/Mars-27B-V.1-heretic-v1.2-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f4647ece9b91f55194f42912307f969a6a9d902f16f72bd58c0825edcb462ba2 +size 28707610624 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7a7e33c --- /dev/null +++ b/README.md @@ -0,0 +1,34 @@ +--- +base_model: +- grayarea/Mars-27B-V.1-heretic-v1.2 +tags: +- heretic +- uncensored +- decensored +- abliterated +- mpoa + +--- + +This is a decensored version of Mars-27B-V.1, made using Heretic v1.2.0 focusing on zero refusals with low KL divergence. + +Note Mars-27B-V.1 itself is a merge of models that are already abliterated. This is an experiment to see what happens if some additional refusals are removed. + +## KL Divergence +| Metric | This Model | Original Model | +| ------ | ---------- | -------------- | +| **KL divergence** | 0.0159 | 0 *(by definition)* | +| **Refusals** | 0/108 | 9/108 | + +## Relative Perplexity +| Quant | Filename | PPL ± Error | +| ------ | -------- | ----------- | +| Q8_0 | Mars-27B-V.1-heretic-v1.2-Q8_0.gguf | 6.2202 +/- 0.04253 | +| Q4_K_M | Mars-27B-V.1-heretic-v1.2-Q4_K_M.gguf | 6.3112 +/- 0.04316 | + +## Abliteration parameters +* Zero refusals with KL divergence of 0.0159 +* Custom heretic training dataset +* Abliterated with MPOA enabled (Magnitude-Preserving Orthogonal Ablation) +* Full row renormalization +* Winsorization Quantile 0.997