初始化项目，由ModelHub XC社区提供模型

Model: mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF Source: Original Platform
2026-08-17 14:31:16 +08:00
commit 7c846ae30a
14 changed files with 155 additions and 0 deletions
--- a/.gitattributes
+++ 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-Qwen2.5-7B-MATH.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.f16.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Co-rewarding-I-Qwen2.5-7B-MATH.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.IQ4_XS.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.IQ4_XS.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e1aa0762b1018ba04f59b0c755225de6cca19522c5c4403e13002d7a0572544
+size 4250298752
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q2_K.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q2_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0b138769f7f729722988b49e51b9a9402acafbd20ebd5409038c67bb8e1c975
+size 3015940480
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_L.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_L.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04dfa8c22b0b3cc56a41ac81f50e40446c996dda3f58dab47a25ee7fe38210fa
+size 4088459648
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_M.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3d17b7963c627aee4bee414c3a413fb88a9fe37673ebe13af4691fd19106b2e
+size 3808391552
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_S.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2479f2e36576273fdf82307657eae2d8bd5c1db7d15f2e1dc6b26e08cc6119b8
+size 3492368768
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_M.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db6eb0b2e0a773faa352e57a07acdf8136a4af13b376fdab7676318142366378
+size 4683073920
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_S.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5ef25f1b809fad556202c8a3515b43b05b4cba812bc7b445b41202658fb9d52
+size 4457769344
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_M.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_M.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc9ae6dea1e1609f7e1dd35a71fb0b5092e1ce69c4620d3bae966b94237aaac3
+size 5444831616
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_S.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_S.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:23c8a731d627c9affdbda99c66bcb4f30334c5425665218dd65a76e8c2a1bded
+size 5315176832
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q6_K.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q6_K.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f426608bb29b23084cd4b5ea261336a11dbee862ffbf8b72c66354833453baf
+size 6254199168
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.Q8_0.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.Q8_0.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c7786e097e16e67dfcdde3c5e73a2707b9f41f79beb3c94e6f2bd7f6844eb301
+size 8098525568
--- a/Co-rewarding-I-Qwen2.5-7B-MATH.f16.gguf
+++ b/Co-rewarding-I-Qwen2.5-7B-MATH.f16.gguf
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78a494c95705d15240d13ce170af23171c60e7bd89013761c4df9c82977a950b
+size 15237853568
--- a/README.md
+++ b/README.md
@@ -0,0 +1,72 @@
+---
+base_model: TMLR-Group-HF/Co-rewarding-I-Qwen2.5-7B-MATH
+language:
+- en
+library_name: transformers
+license: mit
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+---
+## About
+
+<!-- ### quantize_version: 2 -->
+<!-- ### output_tensor_quantised: 1 -->
+<!-- ### convert_type: hf -->
+<!-- ### vocab_type:  -->
+<!-- ### tags:  -->
+<!-- ### quants:  x-f16 Q4_K_S Q2_K Q8_0 Q6_K Q3_K_M Q3_K_S Q3_K_L Q4_K_M Q5_K_S Q5_K_M IQ4_XS -->
+<!-- ### quants_skip:  -->
+<!-- ### skip_mmproj:  -->
+static quants of https://huggingface.co/TMLR-Group-HF/Co-rewarding-I-Qwen2.5-7B-MATH
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Co-rewarding-I-Qwen2.5-7B-MATH-GGUF).***
+
+weighted/imatrix quants are available at https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-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/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q2_K.gguf) | Q2_K | 3.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_S.gguf) | Q3_K_S | 3.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q3_K_L.gguf) | Q3_K_L | 4.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.IQ4_XS.gguf) | IQ4_XS | 4.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_S.gguf) | Q5_K_S | 5.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q5_K_M.gguf) | Q5_K_M | 5.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/Co-rewarding-I-Qwen2.5-7B-MATH-GGUF/resolve/main/Co-rewarding-I-Qwen2.5-7B-MATH.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.
+
+<!-- end -->