From caf64997cb871093a9759f3ab3fc8a9ac642fcea Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 16 Jun 2026 18:58:16 +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/granite-3.1-2b-Reasoning-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++ README.md | 71 ++++++++++++++++++++++++++++ granite-3.1-2b-Reasoning.IQ4_XS.gguf | 3 ++ granite-3.1-2b-Reasoning.Q2_K.gguf | 3 ++ granite-3.1-2b-Reasoning.Q3_K_L.gguf | 3 ++ granite-3.1-2b-Reasoning.Q3_K_M.gguf | 3 ++ granite-3.1-2b-Reasoning.Q3_K_S.gguf | 3 ++ granite-3.1-2b-Reasoning.Q4_K_M.gguf | 3 ++ granite-3.1-2b-Reasoning.Q4_K_S.gguf | 3 ++ granite-3.1-2b-Reasoning.Q5_K_M.gguf | 3 ++ granite-3.1-2b-Reasoning.Q5_K_S.gguf | 3 ++ granite-3.1-2b-Reasoning.Q6_K.gguf | 3 ++ granite-3.1-2b-Reasoning.Q8_0.gguf | 3 ++ granite-3.1-2b-Reasoning.f16.gguf | 3 ++ 14 files changed, 154 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 granite-3.1-2b-Reasoning.IQ4_XS.gguf create mode 100644 granite-3.1-2b-Reasoning.Q2_K.gguf create mode 100644 granite-3.1-2b-Reasoning.Q3_K_L.gguf create mode 100644 granite-3.1-2b-Reasoning.Q3_K_M.gguf create mode 100644 granite-3.1-2b-Reasoning.Q3_K_S.gguf create mode 100644 granite-3.1-2b-Reasoning.Q4_K_M.gguf create mode 100644 granite-3.1-2b-Reasoning.Q4_K_S.gguf create mode 100644 granite-3.1-2b-Reasoning.Q5_K_M.gguf create mode 100644 granite-3.1-2b-Reasoning.Q5_K_S.gguf create mode 100644 granite-3.1-2b-Reasoning.Q6_K.gguf create mode 100644 granite-3.1-2b-Reasoning.Q8_0.gguf create mode 100644 granite-3.1-2b-Reasoning.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..9ded726 --- /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 +granite-3.1-2b-Reasoning.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +granite-3.1-2b-Reasoning.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..38a76e6 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: ruslanmv/granite-3.1-2b-Reasoning +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- granite +- trl +- grpo +- ruslanmv +--- +## About + + + + + + +static quants of https://huggingface.co/ruslanmv/granite-3.1-2b-Reasoning + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-i1-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/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q3_K_S.gguf) | Q3_K_S | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q3_K_L.gguf) | Q3_K_L | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.IQ4_XS.gguf) | IQ4_XS | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q4_K_S.gguf) | Q4_K_S | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q4_K_M.gguf) | Q4_K_M | 1.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q5_K_S.gguf) | Q5_K_S | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q5_K_M.gguf) | Q5_K_M | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q6_K.gguf) | Q6_K | 2.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.Q8_0.gguf) | Q8_0 | 2.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/granite-3.1-2b-Reasoning-GGUF/resolve/main/granite-3.1-2b-Reasoning.f16.gguf) | f16 | 5.2 | 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/granite-3.1-2b-Reasoning.IQ4_XS.gguf b/granite-3.1-2b-Reasoning.IQ4_XS.gguf new file mode 100644 index 0000000..744125b --- /dev/null +++ b/granite-3.1-2b-Reasoning.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16cd89b289b6d6a6ad610632d1fd864ec075108d84912c7e2def7bf7b20cccc9 +size 1397020864 diff --git a/granite-3.1-2b-Reasoning.Q2_K.gguf b/granite-3.1-2b-Reasoning.Q2_K.gguf new file mode 100644 index 0000000..365bdf4 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0b9277f2fbef61c56d0c041ba0bfd89731eeb5418c06c4dee833f5a77223aea +size 978245824 diff --git a/granite-3.1-2b-Reasoning.Q3_K_L.gguf b/granite-3.1-2b-Reasoning.Q3_K_L.gguf new file mode 100644 index 0000000..018fc09 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c40eb530536068c7d64cd61f997d39b054a54266bb3ffe0896d3ee56c8d35181 +size 1357371584 diff --git a/granite-3.1-2b-Reasoning.Q3_K_M.gguf b/granite-3.1-2b-Reasoning.Q3_K_M.gguf new file mode 100644 index 0000000..ad72d91 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de3e85ec33c703eb878cf60f72cdea277ca3e6bcfcbe76cb06b25838f8775c80 +size 1251727552 diff --git a/granite-3.1-2b-Reasoning.Q3_K_S.gguf b/granite-3.1-2b-Reasoning.Q3_K_S.gguf new file mode 100644 index 0000000..970eb64 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6de0d11518772c8688aa41fbb48b4aa90b88c9af85fa2b450036ff10ec577a0e +size 1130289344 diff --git a/granite-3.1-2b-Reasoning.Q4_K_M.gguf b/granite-3.1-2b-Reasoning.Q4_K_M.gguf new file mode 100644 index 0000000..51cb6d6 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85db6ce1eee7effeb344f8dac6f2edd92bea865026b852d08c1efb3f93d349c2 +size 1545296064 diff --git a/granite-3.1-2b-Reasoning.Q4_K_S.gguf b/granite-3.1-2b-Reasoning.Q4_K_S.gguf new file mode 100644 index 0000000..33752c8 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:beeae213d8593520dc031a62d04b158f49453fc098c41f25cefdd20e07142651 +size 1464391872 diff --git a/granite-3.1-2b-Reasoning.Q5_K_M.gguf b/granite-3.1-2b-Reasoning.Q5_K_M.gguf new file mode 100644 index 0000000..5ba2a09 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:516546480ed74481afe96c3f96a0d4d6f6fed86e98cc758bd3adf1374df99e09 +size 1804818624 diff --git a/granite-3.1-2b-Reasoning.Q5_K_S.gguf b/granite-3.1-2b-Reasoning.Q5_K_S.gguf new file mode 100644 index 0000000..9d9b63d --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0f7e4114a826fd8c3a657b8b415d51372f69e14fadf168181517f2cfa4439147 +size 1757468864 diff --git a/granite-3.1-2b-Reasoning.Q6_K.gguf b/granite-3.1-2b-Reasoning.Q6_K.gguf new file mode 100644 index 0000000..a498a5a --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f1a10f54c805acbfaa8291c1a4cf956e9c54b216c826184a5b9f6c91c683985 +size 2080561344 diff --git a/granite-3.1-2b-Reasoning.Q8_0.gguf b/granite-3.1-2b-Reasoning.Q8_0.gguf new file mode 100644 index 0000000..2409615 --- /dev/null +++ b/granite-3.1-2b-Reasoning.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41a67c34b947d5b776fc2c93ad79dda3c16ee1d6c151a24fdcb3d8e2de860def +size 2694110848 diff --git a/granite-3.1-2b-Reasoning.f16.gguf b/granite-3.1-2b-Reasoning.f16.gguf new file mode 100644 index 0000000..d407f0d --- /dev/null +++ b/granite-3.1-2b-Reasoning.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9b34dc4a656859793579f106dd8a90477086dd4867c0da989f78ee5d19a4368 +size 5069141248