commit 08e3bafcf7577254c9e1ef88dabd32af9d762584 Author: ModelHub XC Date: Sat Jun 13 12:54:19 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Mistral-Small-Instruct-2409-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..97a972d --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Mistral-Small-Instruct-2409.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Mistral-Small-Instruct-2409.i1-IQ1_M.gguf b/Mistral-Small-Instruct-2409.i1-IQ1_M.gguf new file mode 100644 index 0000000..89fe3e7 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b10edd38c53f6f84c33ea281dc0ffcf5dfeefcd13bb2a2094b1cec38eb1a61a2 +size 5267142368 diff --git a/Mistral-Small-Instruct-2409.i1-IQ1_S.gguf b/Mistral-Small-Instruct-2409.i1-IQ1_S.gguf new file mode 100644 index 0000000..e01f9eb --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3417d9e0640c5c604429871800f9cba6309cfcccff5b6a22ff86f473e9c33f6a +size 4829492960 diff --git a/Mistral-Small-Instruct-2409.i1-IQ2_M.gguf b/Mistral-Small-Instruct-2409.i1-IQ2_M.gguf new file mode 100644 index 0000000..edc9e56 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7f3f73a034a2595703ad260a2e854494a1a69207d85d02b404fdeea851b14dbe +size 7618967264 diff --git a/Mistral-Small-Instruct-2409.i1-IQ2_S.gguf b/Mistral-Small-Instruct-2409.i1-IQ2_S.gguf new file mode 100644 index 0000000..3145a63 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a1e263744e97078dd04b694dd4d8410abd63a4fa08e952041a8c8ec1128d70cd +size 7035434720 diff --git a/Mistral-Small-Instruct-2409.i1-IQ2_XS.gguf b/Mistral-Small-Instruct-2409.i1-IQ2_XS.gguf new file mode 100644 index 0000000..4d9f8b7 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:939cf582925796e497f0b6478ae17033c81c7a0437a944056175f66cdd5f0b55 +size 6646150880 diff --git a/Mistral-Small-Instruct-2409.i1-IQ2_XXS.gguf b/Mistral-Small-Instruct-2409.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..d247f5a --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b14e1e3eff56e2dc4b40119d9a4b1aa41257d3625548327e6ff27ea19cb075b4 +size 5996558048 diff --git a/Mistral-Small-Instruct-2409.i1-IQ3_M.gguf b/Mistral-Small-Instruct-2409.i1-IQ3_M.gguf new file mode 100644 index 0000000..bfcf2b2 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dcfffa172c6bcb695af0c8889a5babed1d38d67c54099e290777de8712cd8a53 +size 10062411488 diff --git a/Mistral-Small-Instruct-2409.i1-IQ3_S.gguf b/Mistral-Small-Instruct-2409.i1-IQ3_S.gguf new file mode 100644 index 0000000..aae38a9 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:73225abc2d8a327f04234036f44f41e9ba3ae92321ba89ec3930874c45f27714 +size 9688069856 diff --git a/Mistral-Small-Instruct-2409.i1-IQ3_XS.gguf b/Mistral-Small-Instruct-2409.i1-IQ3_XS.gguf new file mode 100644 index 0000000..a00b197 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9f6e4da2c0dffc50d367559fc716186b8efc3cf3c819621ce6842ed73d5c016 +size 9176102624 diff --git a/Mistral-Small-Instruct-2409.i1-IQ3_XXS.gguf b/Mistral-Small-Instruct-2409.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..421f3ad --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88ceb9ff47b60e1f60667d43edcc1f32addc8f0592ff6af6cd873c0c034a5b3d +size 8598861536 diff --git a/Mistral-Small-Instruct-2409.i1-IQ4_XS.gguf b/Mistral-Small-Instruct-2409.i1-IQ4_XS.gguf new file mode 100644 index 0000000..8974fa9 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7923ccae746a0d7b466044d3c3f94cf862d7c90053a348eb8c9f8467d1b0c7f6 +size 11935299296 diff --git a/Mistral-Small-Instruct-2409.i1-Q2_K.gguf b/Mistral-Small-Instruct-2409.i1-Q2_K.gguf new file mode 100644 index 0000000..3ffaebb --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:936e920ef8b180f99c3901b45af19842ccfdef57404e6ec7b67ca981a270f90e +size 8272099040 diff --git a/Mistral-Small-Instruct-2409.i1-Q3_K_L.gguf b/Mistral-Small-Instruct-2409.i1-Q3_K_L.gguf new file mode 100644 index 0000000..aad6de9 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:26fe317075e56b635624237021b1082b5751f8d708378295db9c76b306899c65 +size 11730433760 diff --git a/Mistral-Small-Instruct-2409.i1-Q3_K_M.gguf b/Mistral-Small-Instruct-2409.i1-Q3_K_M.gguf new file mode 100644 index 0000000..1204db8 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3c3921216d49d9c18de6cd36c24c6c0887a69856fce0d971523257d9bd16c3f0 +size 10756830944 diff --git a/Mistral-Small-Instruct-2409.i1-Q3_K_S.gguf b/Mistral-Small-Instruct-2409.i1-Q3_K_S.gguf new file mode 100644 index 0000000..422e5a5 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7c92d66e836b281d39a6e380c056907a7bb20c156232db37ec6a03bd62291d9 +size 9641277152 diff --git a/Mistral-Small-Instruct-2409.i1-Q4_0.gguf b/Mistral-Small-Instruct-2409.i1-Q4_0.gguf new file mode 100644 index 0000000..f7f93aa --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c064dd651b0cf8e8ac1d7c7c9b39f94c0de0d09a70a385321e3a69fb1a132c2 +size 12613203680 diff --git a/Mistral-Small-Instruct-2409.i1-Q4_K_M.gguf b/Mistral-Small-Instruct-2409.i1-Q4_K_M.gguf new file mode 100644 index 0000000..398a5cb --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4917e91c07465115e113eda3f6fbdc6ad7dab93c58401f18798dd9f7bc250ccc +size 13341243104 diff --git a/Mistral-Small-Instruct-2409.i1-Q4_K_S.gguf b/Mistral-Small-Instruct-2409.i1-Q4_K_S.gguf new file mode 100644 index 0000000..dfdec82 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8dea4b7e317afbbfbcf9cb30d5f396d83eac99608b9007fb84b65ed7d900732c +size 12660389600 diff --git a/Mistral-Small-Instruct-2409.i1-Q5_K_M.gguf b/Mistral-Small-Instruct-2409.i1-Q5_K_M.gguf new file mode 100644 index 0000000..75c1fc5 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c28c5166507d9f16f5a1977989f76a37efed88219b5a3815f052ea4055ff78e5 +size 15722559200 diff --git a/Mistral-Small-Instruct-2409.i1-Q5_K_S.gguf b/Mistral-Small-Instruct-2409.i1-Q5_K_S.gguf new file mode 100644 index 0000000..18744d5 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc7ad558ab5272853d2cfbebe377592d9102f99f3fa181300ba072f4653aadde +size 15324821216 diff --git a/Mistral-Small-Instruct-2409.i1-Q6_K.gguf b/Mistral-Small-Instruct-2409.i1-Q6_K.gguf new file mode 100644 index 0000000..6b25ec6 --- /dev/null +++ b/Mistral-Small-Instruct-2409.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd603be1d1da060a9197238939130ee959acd0f22293de339413ffdfcc00eb81 +size 18252707552 diff --git a/README.md b/README.md new file mode 100644 index 0000000..bd0594d --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: unsloth/Mistral-Small-Instruct-2409 +language: +- en +library_name: transformers +license: other +license_link: https://mistral.ai/licenses/MRL-0.1.md +license_name: mrl +quantized_by: mradermacher +tags: +- unsloth +- mistral +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/unsloth/Mistral-Small-Instruct-2409 + + +static quants are available at https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-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/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ1_S.gguf) | i1-IQ1_S | 4.9 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ1_M.gguf) | i1-IQ1_M | 5.4 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 6.1 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ2_S.gguf) | i1-IQ2_S | 7.1 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ2_M.gguf) | i1-IQ2_M | 7.7 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q2_K.gguf) | i1-Q2_K | 8.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 8.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ3_XS.gguf) | i1-IQ3_XS | 9.3 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q3_K_S.gguf) | i1-Q3_K_S | 9.7 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ3_S.gguf) | i1-IQ3_S | 9.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ3_M.gguf) | i1-IQ3_M | 10.2 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q3_K_L.gguf) | i1-Q3_K_L | 11.8 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-IQ4_XS.gguf) | i1-IQ4_XS | 12.0 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q4_0.gguf) | i1-Q4_0 | 12.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q4_K_S.gguf) | i1-Q4_K_S | 12.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q4_K_M.gguf) | i1-Q4_K_M | 13.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q5_K_S.gguf) | i1-Q5_K_S | 15.4 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q5_K_M.gguf) | i1-Q5_K_M | 15.8 | | +| [GGUF](https://huggingface.co/mradermacher/Mistral-Small-Instruct-2409-i1-GGUF/resolve/main/Mistral-Small-Instruct-2409.i1-Q6_K.gguf) | i1-Q6_K | 18.4 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..8aedacc --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a8501a76edad3405358e7cc4c2ac5e40937cd6ae5e3991feab0d5f561f1390b +size 11940565