commit ecff3152634bb817f1dc8a93ee1a3ba137daee6b Author: ModelHub XC Date: Sun Apr 26 12:07:05 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b684963 --- /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 +ReasonFlux-PRM-Qwen-2.5-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasonFlux-PRM-Qwen-2.5-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..3ecb686 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: Gen-Verse/ReasonFlux-PRM-Qwen-2.5-7B +language: +- en +library_name: transformers +license: mit +quantized_by: mradermacher +--- +## About + + + + + + +static quants of https://huggingface.co/Gen-Verse/ReasonFlux-PRM-Qwen-2.5-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-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/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ReasonFlux-PRM-Qwen-2.5-7B-GGUF/resolve/main/ReasonFlux-PRM-Qwen-2.5-7B.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. + + diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.IQ4_XS.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.IQ4_XS.gguf new file mode 100644 index 0000000..75ad4c8 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2190df9f3f8b7a26c71383b1e3697df3e6fcf8b46c43ba39aaa8e0bf754fdf16 +size 4250298560 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q2_K.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q2_K.gguf new file mode 100644 index 0000000..64e9b78 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c72a2f830b46e360dfa7b5bc891a4712d889578bb9f2a84558154a0fae427ea9 +size 3015940288 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_L.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_L.gguf new file mode 100644 index 0000000..1824ad7 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ca4b0ce467c58aee3643aae49ca47aea060f4b911f26d062f1c3319e691034f +size 4088459456 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_M.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_M.gguf new file mode 100644 index 0000000..5b83ba3 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6ec4ebc83de85327203db54ecae211aab3ffc915001579da1f16460f845989c2 +size 3808391360 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_S.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_S.gguf new file mode 100644 index 0000000..9e1e059 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cc73287f3c242dc47b9803d420819fb383d6164f5bb15d22f1f1161c1fe09ed +size 3492368576 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_M.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_M.gguf new file mode 100644 index 0000000..45edd0f --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3bb27fbca3922f7c539785493604b4737fdd8d363e72eedf63d9f0ff797f0c04 +size 4683073728 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_S.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_S.gguf new file mode 100644 index 0000000..2e1aa4c --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c02129dc3ff9d5a3230573525e8adf74b639351c24cc7e1302bb20fef2e6385 +size 4457769152 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_M.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_M.gguf new file mode 100644 index 0000000..8c2fe60 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5afc4b96956b2ab6a8eb74bf8a86c3741fcf646c089d401c978ea1f2f066130f +size 5444831424 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_S.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_S.gguf new file mode 100644 index 0000000..fd00f10 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b461e2055fcb2445bf9c9aee69568df9289a53175ad15d3de0c6f364bbd131df +size 5315176640 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q6_K.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q6_K.gguf new file mode 100644 index 0000000..44f8f76 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44802e3ae1d444896b89cccc5d5396f3d12179ebbf524e88670098c13cabea71 +size 6254198976 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.Q8_0.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.Q8_0.gguf new file mode 100644 index 0000000..b91dca8 --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22309291f3b8b0f3d3eac27d33c79cb1d2e255a13cda771fa30c7aa6913586f3 +size 8098525376 diff --git a/ReasonFlux-PRM-Qwen-2.5-7B.f16.gguf b/ReasonFlux-PRM-Qwen-2.5-7B.f16.gguf new file mode 100644 index 0000000..f2d853d --- /dev/null +++ b/ReasonFlux-PRM-Qwen-2.5-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e579f0766e3d01c1c6a4b6e5e007b86fbb4595ae4b2a3e23d7a1f8fec8a6ce9d +size 15237853376