commit a0970d48c4a4c6df1848378d4320c6008f720ce4 Author: ModelHub XC Date: Sat Jul 18 03:36:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f0ff65c --- /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 +Qwen2.5-7B-Instruct-RLVR.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.f16.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen2.5-7B-Instruct-RLVR.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen2.5-7B-Instruct-RLVR.IQ4_XS.gguf b/Qwen2.5-7B-Instruct-RLVR.IQ4_XS.gguf new file mode 100644 index 0000000..45ae31d --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df61f74dc984bb4d19e821d1f1ca615f5b80810ba140938e34bbd06f587a1f9c +size 4250299552 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q2_K.gguf b/Qwen2.5-7B-Instruct-RLVR.Q2_K.gguf new file mode 100644 index 0000000..10fa96f --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c65b92997d81865e0512a31d8bdc5051d49cb69b8b6019093d56a60de50c937 +size 3015941280 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q3_K_L.gguf b/Qwen2.5-7B-Instruct-RLVR.Q3_K_L.gguf new file mode 100644 index 0000000..c2865cb --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:313d7d8d0bd387f7fafa9f42b47f6cb78f70762e650b79fcdbd953a201b83b30 +size 4088460448 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q3_K_M.gguf b/Qwen2.5-7B-Instruct-RLVR.Q3_K_M.gguf new file mode 100644 index 0000000..0166163 --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae763cac906b9fc12f71a4f19563995f2233fc7cd472f55e44fcda6e110dbe50 +size 3808392352 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q3_K_S.gguf b/Qwen2.5-7B-Instruct-RLVR.Q3_K_S.gguf new file mode 100644 index 0000000..9a44603 --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0cb762c5e6b76c4ee5f6724f2cb433bad1e767aced6840a8fe52d45bcb5730a +size 3492369568 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q4_K_M.gguf b/Qwen2.5-7B-Instruct-RLVR.Q4_K_M.gguf new file mode 100644 index 0000000..aced502 --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4700fa8c905ca9b1fb1c9bf6fc5871d446875b218bc228b92755a4154742482 +size 4683074720 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q4_K_S.gguf b/Qwen2.5-7B-Instruct-RLVR.Q4_K_S.gguf new file mode 100644 index 0000000..240f5bf --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ae3cc6f4c40c7caf65194c3d8a303f2ac788d59648e7bd106144f50e35b1fe3 +size 4457770144 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q5_K_M.gguf b/Qwen2.5-7B-Instruct-RLVR.Q5_K_M.gguf new file mode 100644 index 0000000..9cc851e --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec3797869836e71b617eafd329f7d6150889444af1fe1d38bdd5e769d01b8724 +size 5444832416 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q5_K_S.gguf b/Qwen2.5-7B-Instruct-RLVR.Q5_K_S.gguf new file mode 100644 index 0000000..9eaaf6a --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa75583b59f74c469ceacde093a23cb4c1442a1514f7529861d56fb41544b70d +size 5315177632 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q6_K.gguf b/Qwen2.5-7B-Instruct-RLVR.Q6_K.gguf new file mode 100644 index 0000000..bc262e9 --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cbbe766a9cc70645a92d182aebcc69657b86466d5e4425c8e60b6d24d32b62a +size 6254199968 diff --git a/Qwen2.5-7B-Instruct-RLVR.Q8_0.gguf b/Qwen2.5-7B-Instruct-RLVR.Q8_0.gguf new file mode 100644 index 0000000..894d770 --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa6160398d677ac76142c8f0dfe52435a9133facf4462e9ba023a0460f79011e +size 8098526368 diff --git a/Qwen2.5-7B-Instruct-RLVR.f16.gguf b/Qwen2.5-7B-Instruct-RLVR.f16.gguf new file mode 100644 index 0000000..347f6cc --- /dev/null +++ b/Qwen2.5-7B-Instruct-RLVR.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46b04142d31d7722ac1e6f7bc69fcaa57feeea39833d3edecd81266821ff384e +size 15237854368 diff --git a/README.md b/README.md new file mode 100644 index 0000000..861fafb --- /dev/null +++ b/README.md @@ -0,0 +1,79 @@ +--- +base_model: virtuoussy/Qwen2.5-7B-Instruct-RLVR +datasets: +- virtuoussy/Math-RLVR +- virtuoussy/Multi-subject-RLVR +language: +- zho +- eng +- fra +- spa +- por +- deu +- ita +- rus +- jpn +- kor +- vie +- tha +- ara +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/virtuoussy/Qwen2.5-7B-Instruct-RLVR + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-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/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen2.5-7B-Instruct-RLVR-GGUF/resolve/main/Qwen2.5-7B-Instruct-RLVR.f16.gguf) | f16 | 15.3 | 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. + +