From e03062678c49b77b56db0f3d6bc8d1bbf39d43b2 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 9 Sep 2026 19:12:16 +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: qwp4w3hyb/gemma-2-9b-it-iMat-GGUF Source: Original Platform --- .gitattributes | 66 +++++++++++++++++++++++++++++++++ README.md | 33 +++++++++++++++++ gemma-2-9b-it-bf16.gguf | 3 ++ gemma-2-9b-it-imat-IQ1_S.gguf | 3 ++ gemma-2-9b-it-imat-IQ2_XXS.gguf | 3 ++ gemma-2-9b-it-imat-IQ3_XXS.gguf | 3 ++ gemma-2-9b-it-imat-IQ4_XS.gguf | 3 ++ gemma-2-9b-it-imat-Q4_K_L.gguf | 3 ++ gemma-2-9b-it-imat-Q5_K_L.gguf | 3 ++ gemma-2-9b-it-imat-Q6_K_L.gguf | 3 ++ gemma-2-9b-it-imat-Q8_0_L.gguf | 3 ++ gemma-2-9b-it.imatrix | 3 ++ 12 files changed, 129 insertions(+) create mode 100644 .gitattributes 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diff=lfs merge=lfs -text +gemma-2-9b-it-imat-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-9b-it-imat-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-9b-it-imat-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-9b-it-imat-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..320131b --- /dev/null +++ b/README.md @@ -0,0 +1,33 @@ +--- +license: gemma +language: +- en +pipeline_tag: text-generation +tags: +- google +- gemma +- gguf +- imatrix +base_model: google/gemma-2-9b-it +--- + +# Quant Infos + +## Updated for all recent llama.cpp fixes (final logit soft capping+sliding window+tokenizer) + +- quants done with an importance matrix for improved quantization loss +- Requantized ggufs & imatrix from hf bf16 + - initial version was based on f32 gguf provided by google, which had various issues + - also updated for all recent llama.cpp fixes (final logit soft capping+sliding window+tokenizer) +- Wide coverage of different gguf quant types from Q\_8\_0 down to IQ1\_S + - experimental custom quant types + - `_L` with `--output-tensor-type f16 --token-embedding-type f16` (same as bartowski's) +- Quantized with [llama.cpp](https://github.com/ggerganov/llama.cpp) commit [5fac350b9cc49d0446fc291b9c4ad53666c77591](https://github.com/ggerganov/llama.cpp/commit/5fac350b9cc49d0446fc291b9c4ad53666c77591) (master from 2024-07-02) +- Imatrix generated with [this](https://gist.github.com/bartowski1182/eb213dccb3571f863da82e99418f81e8) multi-purpose dataset by [bartowski](https://huggingface.co/bartowski). + ``` + ./imatrix -m $model_name-bf16.gguf -f calibration_datav3.txt -o $model_name.imatrix + ``` + +# Original Model Card + +TODO \ No newline at end of file diff --git a/gemma-2-9b-it-bf16.gguf b/gemma-2-9b-it-bf16.gguf new file mode 100644 index 0000000..1a0f9b0 --- /dev/null +++ b/gemma-2-9b-it-bf16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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