commit c01000263569e20818b9aa4189e51f2c49c19b14 Author: ModelHub XC Date: Thu Jul 9 00:09:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fce47a4 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +SQL-Generation-mistral-7B-v0.2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.f16.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SQL-Generation-mistral-7B-v0.2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..ea58aa3 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: BotoxBernd/SQL-Generation-mistral-7B-v0.2 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/BotoxBernd/SQL-Generation-mistral-7B-v0.2 + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q2_K.gguf) | Q2_K | 2.8 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q3_K_S.gguf) | Q3_K_S | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q3_K_M.gguf) | Q3_K_M | 3.6 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q3_K_L.gguf) | Q3_K_L | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.IQ4_XS.gguf) | IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q4_K_S.gguf) | Q4_K_S | 4.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q4_K_M.gguf) | Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q5_K_S.gguf) | Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q5_K_M.gguf) | Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q6_K.gguf) | Q6_K | 6.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.Q8_0.gguf) | Q8_0 | 7.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SQL-Generation-mistral-7B-v0.2-GGUF/resolve/main/SQL-Generation-mistral-7B-v0.2.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. 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/SQL-Generation-mistral-7B-v0.2.IQ4_XS.gguf b/SQL-Generation-mistral-7B-v0.2.IQ4_XS.gguf new file mode 100644 index 0000000..b414a97 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2743328930dc60b354e5fad3356dda1460f5206bffa9811c28604ecc8f75e8e6 +size 3944395232 diff --git a/SQL-Generation-mistral-7B-v0.2.Q2_K.gguf b/SQL-Generation-mistral-7B-v0.2.Q2_K.gguf new file mode 100644 index 0000000..b3c04f7 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa68e7058a761d0b06f0c1357fa0ad1e87417a6ddaf47f469447069a7c3e5a17 +size 2719248032 diff --git a/SQL-Generation-mistral-7B-v0.2.Q3_K_L.gguf b/SQL-Generation-mistral-7B-v0.2.Q3_K_L.gguf new file mode 100644 index 0000000..a569d29 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef339684f823a9e9b9a135f6754199edc1f40c2e9d9914d7fff63482a119488c +size 3822030912 diff --git a/SQL-Generation-mistral-7B-v0.2.Q3_K_M.gguf b/SQL-Generation-mistral-7B-v0.2.Q3_K_M.gguf new file mode 100644 index 0000000..34337c2 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bda03d6301681d40928f5871bf7ffdb4be046728a37e368be6edbfb98cc7cc37 +size 3518992448 diff --git a/SQL-Generation-mistral-7B-v0.2.Q3_K_S.gguf b/SQL-Generation-mistral-7B-v0.2.Q3_K_S.gguf new file mode 100644 index 0000000..dd10b92 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a41ec6174e4b5b834597996885e8c89495dfa54f74f1e8ffc11b484959edf310 +size 3164573760 diff --git a/SQL-Generation-mistral-7B-v0.2.Q4_K_M.gguf b/SQL-Generation-mistral-7B-v0.2.Q4_K_M.gguf new file mode 100644 index 0000000..3e3e0d4 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2647c9a05efa1562ef4d0a2f734ff5ee2da50668452cb11f9636cb3ee608abf4 +size 4368446048 diff --git a/SQL-Generation-mistral-7B-v0.2.Q4_K_S.gguf b/SQL-Generation-mistral-7B-v0.2.Q4_K_S.gguf new file mode 100644 index 0000000..a3840c1 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df2c165e20df2b680deb1574435660f1a294ced32315531733f6ce4eb1b3c267 +size 4140380768 diff --git a/SQL-Generation-mistral-7B-v0.2.Q5_K_M.gguf b/SQL-Generation-mistral-7B-v0.2.Q5_K_M.gguf new file mode 100644 index 0000000..b731bfe --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60482d0badd6274d7bc10339ca322317c933353ed435269cb20368a43790b393 +size 5131416672 diff --git a/SQL-Generation-mistral-7B-v0.2.Q5_K_S.gguf b/SQL-Generation-mistral-7B-v0.2.Q5_K_S.gguf new file mode 100644 index 0000000..4a2b951 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ee42138b9e4d88aa20891712a1d6be0f42901515bd5596bb2efaeffb4f29aa9 +size 4997723232 diff --git a/SQL-Generation-mistral-7B-v0.2.Q6_K.gguf b/SQL-Generation-mistral-7B-v0.2.Q6_K.gguf new file mode 100644 index 0000000..5850c40 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c40c37018c4a88d9eeaab148cc086e657e3f74b5bcd5f65a4fe12138c1bb9db7 +size 5942072960 diff --git a/SQL-Generation-mistral-7B-v0.2.Q8_0.gguf b/SQL-Generation-mistral-7B-v0.2.Q8_0.gguf new file mode 100644 index 0000000..0619507 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f8865fd3a75b0fdbce1c462883d1a9f78490fef2ae7838d66dad54961d842177 +size 7695867456 diff --git a/SQL-Generation-mistral-7B-v0.2.f16.gguf b/SQL-Generation-mistral-7B-v0.2.f16.gguf new file mode 100644 index 0000000..f960e08 --- /dev/null +++ b/SQL-Generation-mistral-7B-v0.2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf1b58a7c222fdc45e65812b6b201f4fa5a6878fab04b82b0a23cbe8832a0083 +size 14484749376