From 92251b02ab393ede84c6f9fae051f701236775d8 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 12 Jun 2026 21:12:18 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/bioreasoning-sft-4b-v1-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++ README.md | 71 ++++++++++++++++++++++++++++++ bioreasoning-sft-4b-v1.IQ4_XS.gguf | 3 ++ bioreasoning-sft-4b-v1.Q2_K.gguf | 3 ++ bioreasoning-sft-4b-v1.Q3_K_L.gguf | 3 ++ bioreasoning-sft-4b-v1.Q3_K_M.gguf | 3 ++ bioreasoning-sft-4b-v1.Q3_K_S.gguf | 3 ++ bioreasoning-sft-4b-v1.Q4_K_M.gguf | 3 ++ bioreasoning-sft-4b-v1.Q4_K_S.gguf | 3 ++ bioreasoning-sft-4b-v1.Q5_K_M.gguf | 3 ++ bioreasoning-sft-4b-v1.Q5_K_S.gguf | 3 ++ bioreasoning-sft-4b-v1.Q6_K.gguf | 3 ++ bioreasoning-sft-4b-v1.Q8_0.gguf | 3 ++ bioreasoning-sft-4b-v1.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 bioreasoning-sft-4b-v1.IQ4_XS.gguf create mode 100644 bioreasoning-sft-4b-v1.Q2_K.gguf create mode 100644 bioreasoning-sft-4b-v1.Q3_K_L.gguf create mode 100644 bioreasoning-sft-4b-v1.Q3_K_M.gguf create mode 100644 bioreasoning-sft-4b-v1.Q3_K_S.gguf create mode 100644 bioreasoning-sft-4b-v1.Q4_K_M.gguf create mode 100644 bioreasoning-sft-4b-v1.Q4_K_S.gguf create mode 100644 bioreasoning-sft-4b-v1.Q5_K_M.gguf create mode 100644 bioreasoning-sft-4b-v1.Q5_K_S.gguf create mode 100644 bioreasoning-sft-4b-v1.Q6_K.gguf create mode 100644 bioreasoning-sft-4b-v1.Q8_0.gguf create mode 100644 bioreasoning-sft-4b-v1.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8e81d0a --- /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 +bioreasoning-sft-4b-v1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +bioreasoning-sft-4b-v1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b75a255 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: AdnanElAssadi/bioreasoning-sft-4b-v1 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/AdnanElAssadi/bioreasoning-sft-4b-v1 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#bioreasoning-sft-4b-v1-GGUF).*** + +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/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/bioreasoning-sft-4b-v1-GGUF/resolve/main/bioreasoning-sft-4b-v1.f16.gguf) | f16 | 8.2 | 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. + + diff --git a/bioreasoning-sft-4b-v1.IQ4_XS.gguf b/bioreasoning-sft-4b-v1.IQ4_XS.gguf new file mode 100644 index 0000000..25d9b44 --- /dev/null +++ b/bioreasoning-sft-4b-v1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b6184a5ca4e60eec7e5d8c2dc84a1e301a051d65fbb420334c71f5faeb7a1030 +size 2286314848 diff --git a/bioreasoning-sft-4b-v1.Q2_K.gguf b/bioreasoning-sft-4b-v1.Q2_K.gguf new file mode 100644 index 0000000..598ffc7 --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f1f6b8fffb5d53cf8355e0919c5ec0aebd1a7334570023e5430dff23af3ae9d +size 1669498208 diff --git a/bioreasoning-sft-4b-v1.Q3_K_L.gguf b/bioreasoning-sft-4b-v1.Q3_K_L.gguf new file mode 100644 index 0000000..0f27c0b --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad163d08c956dcbc276e78ffcdab6a1876089e9809b0b12147ebc51cc7dd7a72 +size 2239784288 diff --git a/bioreasoning-sft-4b-v1.Q3_K_M.gguf b/bioreasoning-sft-4b-v1.Q3_K_M.gguf new file mode 100644 index 0000000..197b704 --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f41e50eb05359ff691d4f220fdc647f33744a791ad8620003fbdd3fe5eda774 +size 2075616608 diff --git a/bioreasoning-sft-4b-v1.Q3_K_S.gguf b/bioreasoning-sft-4b-v1.Q3_K_S.gguf new file mode 100644 index 0000000..f948215 --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab1379b50d57354a4ba863254f5a5e078fd4c2a6722b394708da313fc5f62d3a +size 1886995808 diff --git a/bioreasoning-sft-4b-v1.Q4_K_M.gguf b/bioreasoning-sft-4b-v1.Q4_K_M.gguf new file mode 100644 index 0000000..885ddcb --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90bdf4a8c00f51c99dca027b5909acffa4940b8cc78ec50f51da878801750740 +size 2497279328 diff --git a/bioreasoning-sft-4b-v1.Q4_K_S.gguf b/bioreasoning-sft-4b-v1.Q4_K_S.gguf new file mode 100644 index 0000000..41b227f --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5888007fc2931e89e40681639c70f21df8ca940647cd098afba57b535f0c993 +size 2383308128 diff --git a/bioreasoning-sft-4b-v1.Q5_K_M.gguf b/bioreasoning-sft-4b-v1.Q5_K_M.gguf new file mode 100644 index 0000000..b6e22dd --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c1d64a73dc1bfda6130f502b59596bcb400faeaf1bce493d2ec0a50bca0a0c2 +size 2889512288 diff --git a/bioreasoning-sft-4b-v1.Q5_K_S.gguf b/bioreasoning-sft-4b-v1.Q5_K_S.gguf new file mode 100644 index 0000000..e2ecc01 --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59a2af3881b7cdd3b29bfa9a801e65ac042cc02437ebe1e8fc5c9e49e2c49898 +size 2823710048 diff --git a/bioreasoning-sft-4b-v1.Q6_K.gguf b/bioreasoning-sft-4b-v1.Q6_K.gguf new file mode 100644 index 0000000..ebe5b44 --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:237894b7255c21f5ed60f4172861b4cc9176e246b5acf85e94cc421aa3a2d42c +size 3306259808 diff --git a/bioreasoning-sft-4b-v1.Q8_0.gguf b/bioreasoning-sft-4b-v1.Q8_0.gguf new file mode 100644 index 0000000..fbd5ebf --- /dev/null +++ b/bioreasoning-sft-4b-v1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1088b600993e5e94f609402d9a5179ef8bd60d5d4daf007bff0377878cd2b6af +size 4280403808 diff --git a/bioreasoning-sft-4b-v1.f16.gguf b/bioreasoning-sft-4b-v1.f16.gguf new file mode 100644 index 0000000..06f82fb --- /dev/null +++ b/bioreasoning-sft-4b-v1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0f31ea93fc62af6ad0a3082e015e62018d83752d80825fb6797976f46c1b72b +size 8051283808