From 35e14cbf5f26ecc8121c6aa896d9330179ae3ffb Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 12 Jun 2026 01:10:18 +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/CoReward-Qwen3-8B-Base-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++ CoReward-Qwen3-8B-Base.IQ4_XS.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q2_K.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q3_K_L.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q3_K_M.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q3_K_S.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q4_K_M.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q4_K_S.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q5_K_M.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q5_K_S.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q6_K.gguf | 3 ++ CoReward-Qwen3-8B-Base.Q8_0.gguf | 3 ++ CoReward-Qwen3-8B-Base.f16.gguf | 3 ++ README.md | 76 ++++++++++++++++++++++++++++++ 14 files changed, 159 insertions(+) create mode 100644 .gitattributes create mode 100644 CoReward-Qwen3-8B-Base.IQ4_XS.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q2_K.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q3_K_L.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q3_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q3_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q4_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q4_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q5_K_M.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q5_K_S.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q6_K.gguf create mode 100644 CoReward-Qwen3-8B-Base.Q8_0.gguf create mode 100644 CoReward-Qwen3-8B-Base.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2579f9d --- /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 +CoReward-Qwen3-8B-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-8B-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CoReward-Qwen3-8B-Base.IQ4_XS.gguf b/CoReward-Qwen3-8B-Base.IQ4_XS.gguf new file mode 100644 index 0000000..e19594c --- /dev/null +++ b/CoReward-Qwen3-8B-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6062633b582db90e92ecb0246503e8ef30b87140c9550d00d11a6a5f1efdc8c +size 4593296640 diff --git a/CoReward-Qwen3-8B-Base.Q2_K.gguf b/CoReward-Qwen3-8B-Base.Q2_K.gguf new file mode 100644 index 0000000..10f917b --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28036d51a96277de440d522e1bd385352a83acdafd0c2483c9c1e1666a519491 +size 3281732864 diff --git a/CoReward-Qwen3-8B-Base.Q3_K_L.gguf b/CoReward-Qwen3-8B-Base.Q3_K_L.gguf new file mode 100644 index 0000000..d22dfea --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36eedd54c86b4e2c8f1b98689e44924da68b16a64463021b69ee5eee81bb2dc0 +size 4431394048 diff --git a/CoReward-Qwen3-8B-Base.Q3_K_M.gguf b/CoReward-Qwen3-8B-Base.Q3_K_M.gguf new file mode 100644 index 0000000..db39215 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b39b5fea9715e196830d65b541fa5e7f7c935be27e78ad1ed63c190d97bb49ee +size 4124161280 diff --git a/CoReward-Qwen3-8B-Base.Q3_K_S.gguf b/CoReward-Qwen3-8B-Base.Q3_K_S.gguf new file mode 100644 index 0000000..b6bbd69 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c86480713c971a694a462d96d517bf762b1b23656d7a25b6ca98ac1773930ffa +size 3769611520 diff --git a/CoReward-Qwen3-8B-Base.Q4_K_M.gguf b/CoReward-Qwen3-8B-Base.Q4_K_M.gguf new file mode 100644 index 0000000..a5d62a6 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db58f532170698f9f329df4397992b6f470df16934a3ee56d2ca74462a6d9b0e +size 5027783936 diff --git a/CoReward-Qwen3-8B-Base.Q4_K_S.gguf b/CoReward-Qwen3-8B-Base.Q4_K_S.gguf new file mode 100644 index 0000000..21fed08 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c859fa212f0a3469c6895a6305d6fb1fb34c27b66939f463efe74b997c488cf +size 4802012416 diff --git a/CoReward-Qwen3-8B-Base.Q5_K_M.gguf b/CoReward-Qwen3-8B-Base.Q5_K_M.gguf new file mode 100644 index 0000000..d7c4ae1 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f7ed614a4d9fa59568d12e0a5225826ea07affc1168e4ef9c74126d9e9ba69f8 +size 5851112704 diff --git a/CoReward-Qwen3-8B-Base.Q5_K_S.gguf b/CoReward-Qwen3-8B-Base.Q5_K_S.gguf new file mode 100644 index 0000000..f6b23bb --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e85f38479549fbf3ba83826d9c24dfe62801503b726a8eba9cc2eaf799daa81 +size 5720761600 diff --git a/CoReward-Qwen3-8B-Base.Q6_K.gguf b/CoReward-Qwen3-8B-Base.Q6_K.gguf new file mode 100644 index 0000000..6fb05cc --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0def1065867ef57c3d52e3200605d510b9241e494699b7ae8a8e425f0120c60 +size 6725899520 diff --git a/CoReward-Qwen3-8B-Base.Q8_0.gguf b/CoReward-Qwen3-8B-Base.Q8_0.gguf new file mode 100644 index 0000000..f6fc219 --- /dev/null +++ b/CoReward-Qwen3-8B-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ee7dc6c91f3d6d54d928b9fbccbb3770f25d6afd60a03430068a42d39cb9fe1 +size 8709518592 diff --git a/CoReward-Qwen3-8B-Base.f16.gguf b/CoReward-Qwen3-8B-Base.f16.gguf new file mode 100644 index 0000000..8e155fd --- /dev/null +++ b/CoReward-Qwen3-8B-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4d3b2554b7edfcc0a8fe620fcb822c491b7f982c016f6412e5eaf4ac7d24dfad +size 16388044032 diff --git a/README.md b/README.md new file mode 100644 index 0000000..aadbbf3 --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: TMLR-Group-HF/Co-rewarding-I-Qwen3-8B-Base-MATH +datasets: +- TMLR-Group-HF/Co-rewarding-RephrasedMATH +- TMLR-Group-HF/Co-rewarding-RephrasedDAPO-14k +- TMLR-Group-HF/Co-rewarding-RephrasedOpenRS +language: +- en +library_name: transformers +license: mit +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/TMLR-Group-HF/Co-rewarding-I-Qwen3-8B-Base-MATH + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#CoReward-Qwen3-8B-Base-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-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/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-8B-Base-GGUF/resolve/main/CoReward-Qwen3-8B-Base.f16.gguf) | f16 | 16.5 | 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. + +