mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-23 20:52:20 +08:00
commit fed607bfbc
14 changed files with 153 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

47
.gitattributes vendored Normal file
View File

@@ -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
Qwen-2.5-7B_Base_Math_smalllr.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.f16.gguf filter=lfs diff=lfs merge=lfs -text
Qwen-2.5-7B_Base_Math_smalllr.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen-2.5-7B_Base_Math_smalllr.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:42fb4b373c23ff2e457d8d43a98fedc7843ec52381b3707cfc954c88557108cf
size 4250299424

3
Qwen-2.5-7B_Base_Math_smalllr.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:afc7407c40edb28aadff9152da8302d97a42b426748c74606353f21b90ff5f1e
size 3015941152

3
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:541f3eea2efa1b454c46c6b9dac9a618b54b28d7ee53fe276d56d2a046476239
size 4088460320

3
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d0c27e055dca90eb6f6d6ebb7b68915c65558bca5b598c5d48ababfb708e3c19
size 3808392224

3
Qwen-2.5-7B_Base_Math_smalllr.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:da8047f2a53fdd0027ccb427e9b616ea2bd990f547a0ac5f7f335f82dc688cf1
size 3492369440

3
Qwen-2.5-7B_Base_Math_smalllr.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:96dda9ffaceb544f8800001f47f5f393ac5148d2a3d67c548b0f93fa32f780b5
size 4683074592

3
Qwen-2.5-7B_Base_Math_smalllr.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:66b3da705d4408ba8a7c17b620b22b05722aafe5cc364e2990cb14648f970060
size 4457770016

3
Qwen-2.5-7B_Base_Math_smalllr.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:33ea799196ea2f9f6fd3dc05cd32647ac22b61a41dce74b5c9770f4bbb02816b
size 5444832288

3
Qwen-2.5-7B_Base_Math_smalllr.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c75eceb60986d3a4bae174cd9abdd120926f16b496674b3eca20fc60fb5a9a02
size 5315177504

3
Qwen-2.5-7B_Base_Math_smalllr.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8d77bf686a45bea7ab2631353814270141e5346ede530092c2cc8f1b84c69067
size 6254199840

3
Qwen-2.5-7B_Base_Math_smalllr.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3bc42fd0f2f3df7a582aa1022d586e99aab08da967fe84e90f66f727fee5e4cd
size 8098526240

3
Qwen-2.5-7B_Base_Math_smalllr.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fd81554b2a104315bf6cb0eb8344aa91303a6134edaab4c260856fb9e345efd0
size 15237854240

70
README.md Normal file
View File

@@ -0,0 +1,70 @@
---
base_model: Dongwei/Qwen-2.5-7B_Base_Math_smalllr
datasets: DigitalLearningGmbH/MATH-lighteval
language:
- en
library_name: transformers
model_name: Qwen-2.5-7B_Base_Math_smalllr
quantized_by: mradermacher
tags:
- generated_from_trainer
- open-r1
- trl
- grpo
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/Dongwei/Qwen-2.5-7B_Base_Math_smalllr
<!-- provided-files -->
weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-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/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q2_K.gguf) | Q2_K | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.IQ4_XS.gguf) | IQ4_XS | 4.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q5_K_S.gguf) | Q5_K_S | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q5_K_M.gguf) | Q5_K_M | 5.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen-2.5-7B_Base_Math_smalllr-GGUF/resolve/main/Qwen-2.5-7B_Base_Math_smalllr.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 -->