commit b415de17caa51d35c0ad561c66c2de724fe702ce Author: ModelHub XC Date: Sun Jun 14 01:57:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/CoReward-Qwen3-4B-Base-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d26c34b --- /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-Qwen3-4B-Base.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +CoReward-Qwen3-4B-Base.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/CoReward-Qwen3-4B-Base.IQ4_XS.gguf b/CoReward-Qwen3-4B-Base.IQ4_XS.gguf new file mode 100644 index 0000000..8e46f8c --- /dev/null +++ b/CoReward-Qwen3-4B-Base.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64d3465d79d58fadf875208f78f38a79be18fc46b2ce90ecfe3a841742faff91 +size 2492949248 diff --git a/CoReward-Qwen3-4B-Base.Q2_K.gguf b/CoReward-Qwen3-4B-Base.Q2_K.gguf new file mode 100644 index 0000000..7e587eb --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ee93099173e4131f99e162630cc3504686ae0f4920831025f61e617099b68e2 +size 1797125888 diff --git a/CoReward-Qwen3-4B-Base.Q3_K_L.gguf b/CoReward-Qwen3-4B-Base.Q3_K_L.gguf new file mode 100644 index 0000000..5ea4767 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50ae9eb8962ebb9699cf5fccf36122789c0261577b13a8f7952ad668f0ba5e5e +size 2406915328 diff --git a/CoReward-Qwen3-4B-Base.Q3_K_M.gguf b/CoReward-Qwen3-4B-Base.Q3_K_M.gguf new file mode 100644 index 0000000..be202c1 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4dd97dc0c395f66ebb0cf1996f56f7abb981ddecd2fe29e650c15161944109c5 +size 2242747648 diff --git a/CoReward-Qwen3-4B-Base.Q3_K_S.gguf b/CoReward-Qwen3-4B-Base.Q3_K_S.gguf new file mode 100644 index 0000000..b0f68cd --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1df5cf5c9a9bfca2a1d2a33c76544d34d55080edfcf51146ada4f96c6dc9db83 +size 2054126848 diff --git a/CoReward-Qwen3-4B-Base.Q4_K_M.gguf b/CoReward-Qwen3-4B-Base.Q4_K_M.gguf new file mode 100644 index 0000000..a106610 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e0750fbf6c78a3e06cd97ea6fd620e9a2b0d2d63d1cb1a28f2994221d64f640 +size 2716068608 diff --git a/CoReward-Qwen3-4B-Base.Q4_K_S.gguf b/CoReward-Qwen3-4B-Base.Q4_K_S.gguf new file mode 100644 index 0000000..7896efb --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeb27ccca26ddecd05d83fedcfdd235fdebfd1ebc8278c25add8be0e8f7aae6d +size 2602097408 diff --git a/CoReward-Qwen3-4B-Base.Q5_K_M.gguf b/CoReward-Qwen3-4B-Base.Q5_K_M.gguf new file mode 100644 index 0000000..9aaea84 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd6ba49cb88f03b2efd2900437f65bd4664c2ab7736d1d17e5d00080c3ab0b58 +size 3156921088 diff --git a/CoReward-Qwen3-4B-Base.Q5_K_S.gguf b/CoReward-Qwen3-4B-Base.Q5_K_S.gguf new file mode 100644 index 0000000..1523af7 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b0f4bcac79ca0b5bada2b5938e9a2276587df1037d094855426f65ce37b379c +size 3091118848 diff --git a/CoReward-Qwen3-4B-Base.Q6_K.gguf b/CoReward-Qwen3-4B-Base.Q6_K.gguf new file mode 100644 index 0000000..38c9a19 --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:615f3aa779b8d08ed9b43f7c52c5ab727e1ae0f62259547a9b0972a322fdd71b +size 3625326848 diff --git a/CoReward-Qwen3-4B-Base.Q8_0.gguf b/CoReward-Qwen3-4B-Base.Q8_0.gguf new file mode 100644 index 0000000..e348d9b --- /dev/null +++ b/CoReward-Qwen3-4B-Base.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59212bbb125f314135460f6dc49878c29885027dfa3f5f14f6146deee271572d +size 4693671168 diff --git a/CoReward-Qwen3-4B-Base.f16.gguf b/CoReward-Qwen3-4B-Base.f16.gguf new file mode 100644 index 0000000..660283a --- /dev/null +++ b/CoReward-Qwen3-4B-Base.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f09c49216bedfd77a22f2b81a220a6e6ddb386c71c389a773842b3675b64743f +size 8829197568 diff --git a/README.md b/README.md new file mode 100644 index 0000000..641d1ec --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: TMLR-Group-HF/Co-rewarding-I-Qwen3-4B-Base-MATH +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-Qwen3-4B-Base-MATH + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#CoReward-Qwen3-4B-Base-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/CoReward-Qwen3-4B-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-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/CoReward-Qwen3-4B-Base-GGUF/resolve/main/CoReward-Qwen3-4B-Base.f16.gguf) | f16 | 8.9 | 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. + +