commit a069de5a6d0488bc26461c2c6544e8d639be0186 Author: ModelHub XC Date: Thu Jun 4 02:32:18 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Code-Mistral-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..466cb1d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +Code-Mistral-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Code-Mistral-7B.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Code-Mistral-7B.IQ4_XS.gguf b/Code-Mistral-7B.IQ4_XS.gguf new file mode 100644 index 0000000..1403925 --- /dev/null +++ b/Code-Mistral-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:382c76340af2a590f0963198ed069b06b5d89f9834f75d57933d1737acff85ac +size 3944390048 diff --git a/Code-Mistral-7B.Q2_K.gguf b/Code-Mistral-7B.Q2_K.gguf new file mode 100644 index 0000000..d93a67c --- /dev/null +++ b/Code-Mistral-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b3cf75f7529cd75156dd256ce1ac910416bdbfade9b65ef4f65f9f1f6699f91 +size 2719243680 diff --git a/Code-Mistral-7B.Q3_K_L.gguf b/Code-Mistral-7B.Q3_K_L.gguf new file mode 100644 index 0000000..48be470 --- /dev/null +++ b/Code-Mistral-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2eaf77ce658c64fc6597f1f2c5b6064959f17209ae7ba31e0aa98b0abfbb3949 +size 3822026144 diff --git a/Code-Mistral-7B.Q3_K_M.gguf b/Code-Mistral-7B.Q3_K_M.gguf new file mode 100644 index 0000000..a333163 --- /dev/null +++ b/Code-Mistral-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:035be26ab1b464aacd74ad754540ae5c4b8c63ff10d337b7912c781a787d7c42 +size 3518987680 diff --git a/Code-Mistral-7B.Q3_K_S.gguf b/Code-Mistral-7B.Q3_K_S.gguf new file mode 100644 index 0000000..608e467 --- /dev/null +++ b/Code-Mistral-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c58e938fd232996d1e48e4eb9de7220fac313b00b532159c428977dc848da5a0 +size 3164568992 diff --git a/Code-Mistral-7B.Q4_0_4_4.gguf b/Code-Mistral-7B.Q4_0_4_4.gguf new file mode 100644 index 0000000..a3dae1e --- /dev/null +++ b/Code-Mistral-7B.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a514e9f167b7fa4489c3403381fb63f790a0bffed698017767bd5b5c5e246ab +size 4108918176 diff --git a/Code-Mistral-7B.Q4_K_M.gguf b/Code-Mistral-7B.Q4_K_M.gguf new file mode 100644 index 0000000..02e3d41 --- /dev/null +++ b/Code-Mistral-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1298eee5fc5a2ef49ddf4a3cdb9ceb05c0d287343c8dc665648fd6f9b99df505 +size 4368440736 diff --git a/Code-Mistral-7B.Q4_K_S.gguf b/Code-Mistral-7B.Q4_K_S.gguf new file mode 100644 index 0000000..6880fc8 --- /dev/null +++ b/Code-Mistral-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:059151cc49896837b536e9a27cb3eb5b82767392aa5ac219df5139d865ddb044 +size 4140375456 diff --git a/Code-Mistral-7B.Q5_K_M.gguf b/Code-Mistral-7B.Q5_K_M.gguf new file mode 100644 index 0000000..1185586 --- /dev/null +++ b/Code-Mistral-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b475d12288a652f3104a586cb9bba2680bfc00c3fa2692566e8ce58913cfbbab +size 5131410848 diff --git a/Code-Mistral-7B.Q5_K_S.gguf b/Code-Mistral-7B.Q5_K_S.gguf new file mode 100644 index 0000000..c8e1c5c --- /dev/null +++ b/Code-Mistral-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a79bd3362868dc7585995beb5a2b6f93b729a1fa96c2a398e3dd6f5bdf7b1dd9 +size 4997717408 diff --git a/Code-Mistral-7B.Q6_K.gguf b/Code-Mistral-7B.Q6_K.gguf new file mode 100644 index 0000000..7653472 --- /dev/null +++ b/Code-Mistral-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b407f210182b388659cf1ada000079ae8b403a726033d51ee0f6b3abdf6410b7 +size 5942066592 diff --git a/Code-Mistral-7B.Q8_0.gguf b/Code-Mistral-7B.Q8_0.gguf new file mode 100644 index 0000000..656f36f --- /dev/null +++ b/Code-Mistral-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db4df3f00c27ac7d1f4256030d5ae38e6afe382debaa80353f93f59e753ffe01 +size 7695859104 diff --git a/Code-Mistral-7B.f16.gguf b/Code-Mistral-7B.f16.gguf new file mode 100644 index 0000000..50ba2a3 --- /dev/null +++ b/Code-Mistral-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21131ca851c735fe18439107dc568981a5f4db54bbbd93a5fd36aa535996c93f +size 14484733344 diff --git a/README.md b/README.md new file mode 100644 index 0000000..9aef54f --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: ajibawa-2023/Code-Mistral-7B +datasets: +- ajibawa-2023/Code-290k-ShareGPT +- m-a-p/Code-Feedback +- microsoft/orca-math-word-problems-200k +- teknium/openhermes +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- code +- mathematics +--- +## About + + + + + + +static quants of https://huggingface.co/ajibawa-2023/Code-Mistral-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Code-Mistral-7B-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Code-Mistral-7B-GGUF/resolve/main/Code-Mistral-7B.f16.gguf) | f16 | 14.6 | 16 bpw, overkill | + +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) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + +