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sha256:3b46120a566027e5af502b436b637d1e9bb91a3d886b8e6141273872c09c0550 +size 38380817024 diff --git a/README.md b/README.md new file mode 100644 index 0000000..26e2607 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: BiMediX/BiMediX-Bi +language: +- en +- ar +library_name: transformers +license: cc-by-nc-sa-4.0 +quantized_by: mradermacher +tags: +- medical +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/BiMediX/BiMediX-Bi + + +static quants are available at https://huggingface.co/mradermacher/BiMediX-Bi-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/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ1_S.gguf) | i1-IQ1_S | 9.9 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ1_M.gguf) | i1-IQ1_M | 10.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 12.7 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ2_XS.gguf) | i1-IQ2_XS | 14.0 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ2_S.gguf) | i1-IQ2_S | 14.2 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ2_M.gguf) | i1-IQ2_M | 15.6 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q2_K_S.gguf) | i1-Q2_K_S | 16.1 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q2_K.gguf) | i1-Q2_K | 17.4 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 18.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ3_XS.gguf) | i1-IQ3_XS | 19.5 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ3_S.gguf) | i1-IQ3_S | 20.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q3_K_S.gguf) | i1-Q3_K_S | 20.5 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ3_M.gguf) | i1-IQ3_M | 21.5 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q3_K_M.gguf) | i1-Q3_K_M | 22.6 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q3_K_L.gguf) | i1-Q3_K_L | 24.3 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-IQ4_XS.gguf) | i1-IQ4_XS | 25.2 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q4_0.gguf) | i1-Q4_0 | 26.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q4_K_S.gguf) | i1-Q4_K_S | 26.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q4_K_M.gguf) | i1-Q4_K_M | 28.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q4_1.gguf) | i1-Q4_1 | 29.4 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q5_K_S.gguf) | i1-Q5_K_S | 32.3 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q5_K_M.gguf) | i1-Q5_K_M | 33.3 | | +| [GGUF](https://huggingface.co/mradermacher/BiMediX-Bi-i1-GGUF/resolve/main/BiMediX-Bi.i1-Q6_K.gguf) | i1-Q6_K | 38.5 | 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. + +