From 479933b0acafac59b45dc8e5aa8248ae8c526442 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 16 Aug 2026 20:47:16 +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/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++ ...warding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf | 3 + Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf | 3 + ...warding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf | 3 + Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf | 3 + Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf | 3 + Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf | 3 + README.md | 72 +++++++++++++++++++ 14 files changed, 155 insertions(+) create mode 100644 .gitattributes create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf create mode 100644 Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b121e17 --- /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 +Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf new file mode 100644 index 0000000..1ae9101 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e0fe7f0e68bb905b5db7651ff37592e544589077c5c7acf5243ec93e7109b6e +size 2492949280 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf new file mode 100644 index 0000000..ba4904f --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2e789da2de0a9a703da97f420aa8af20a1e001c72be5d0241d146c64c63bfdde +size 1797125920 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf new file mode 100644 index 0000000..24a824d --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19469c5d5e86e96b789194464f2f6c717ad9c5ef15eef5d931c343b5e26efaaa +size 2406915360 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf new file mode 100644 index 0000000..4bfda7a --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e53ec1fb690482a8129c08aab06985d3be70e27eb7e88102667327d16a7ad5e4 +size 2242747680 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf new file mode 100644 index 0000000..6722ef4 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b5e7219789c66a9505cbeec621acef48ff0ca300548e5d29aa092392098b1b1 +size 2054126880 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf new file mode 100644 index 0000000..e857d4d --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0710a4feb289ae321f25d411d5c4742f8fd9b8a64d3ce285fa3b2185cb80ce93 +size 2716068640 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf new file mode 100644 index 0000000..423ef69 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:de64cb2da57ff643fba169ecad7985fdc8a72dea26107ca76658bd0896ee7830 +size 2602097440 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf new file mode 100644 index 0000000..4acc06b --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9ae869516e0903a67a0cc5ed7f09caa4999f6788eba5afe9f62fe73f4b8e3d6 +size 3156921120 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf new file mode 100644 index 0000000..ee67d19 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81810f4d74301c9a0601a083f4eb35d624438d0666318467719673849158883f +size 3091118880 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf new file mode 100644 index 0000000..8131b16 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a68cb8b07e4b314dce01fe68c91db6d9484d28ecb9dfaaf385d8e6492375cde0 +size 3625326880 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf new file mode 100644 index 0000000..114e56d --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7615337fdfa2e939239575a527e5587bad64a45926343f284a73a179bc592e3 +size 4693671200 diff --git a/Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf new file mode 100644 index 0000000..84ab0e7 --- /dev/null +++ b/Co-rewarding-I-Qwen3-4B-Base-OpenRS.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a73f89a4313e8567889efd3d99449d659aaa6717c5dac09214c137857513a9fe +size 8829197600 diff --git a/README.md b/README.md new file mode 100644 index 0000000..d336570 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: TMLR-Group-HF/Co-rewarding-I-Qwen3-4B-Base-OpenRS +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/TMLR-Group-HF/Co-rewarding-I-Qwen3-4B-Base-OpenRS + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Co-rewarding-I-Qwen3-4B-Base-OpenRS-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/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen3-4B-Base-OpenRS-GGUF/resolve/main/Co-rewarding-I-Qwen3-4B-Base-OpenRS.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. + +