commit fb4c42ab97ed633fbb23b5350c3103f51a600fea Author: ModelHub XC Date: Wed May 20 02:03:27 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/DataChef-32B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..39c59b3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 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sha256:85da576e07caa03b070d39ff0ef23b52062b2417caf9cdb32b96fe3f999f1768 +size 26883307232 diff --git a/DataChef-32B.imatrix.gguf b/DataChef-32B.imatrix.gguf new file mode 100644 index 0000000..17c94cc --- /dev/null +++ b/DataChef-32B.imatrix.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8070177bb8c192df8f66dcf72b8190ca156a4edd12b0b1eff67857525b1284e +size 15273216 diff --git a/README.md b/README.md new file mode 100644 index 0000000..ea51c76 --- /dev/null +++ b/README.md @@ -0,0 +1,85 @@ +--- +arxiv: 2602.11089 +base_model: yichengchen24/DataChef-32B +language: +- en +library_name: transformers +license: other +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +weighted/imatrix quants of https://huggingface.co/yichengchen24/DataChef-32B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#DataChef-32B-i1-GGUF).*** + +static quants are available at https://huggingface.co/mradermacher/DataChef-32B-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/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ1_S.gguf) | i1-IQ1_S | 7.4 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ1_M.gguf) | i1-IQ1_M | 8.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 9.1 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 10.1 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ2_S.gguf) | i1-IQ2_S | 10.6 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ2_M.gguf) | i1-IQ2_M | 11.5 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 11.6 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q2_K.gguf) | i1-Q2_K | 12.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 12.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 13.8 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 14.5 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ3_S.gguf) | i1-IQ3_S | 14.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ3_M.gguf) | i1-IQ3_M | 15.0 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 16.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 17.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 17.8 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q4_0.gguf) | i1-Q4_0 | 18.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 18.9 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 19.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q4_1.gguf) | i1-Q4_1 | 20.7 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 22.7 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 23.3 | | +| [GGUF](https://huggingface.co/mradermacher/DataChef-32B-i1-GGUF/resolve/main/DataChef-32B.i1-Q6_K.gguf) | i1-Q6_K | 27.0 | 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. + +