mradermacher/BenchHub-Cat-7b-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/BenchHub-Cat-7b-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-10 07:28:34 +08:00
commit c1b88da815
14 changed files with 160 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
BenchHub-Cat-7b.f16.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
BenchHub-Cat-7b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

3
BenchHub-Cat-7b.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:94dd096a1ad6b92796afa6f0e570657aa12e05603b49e24138e39dd364fd0874
size 4248357056

3
BenchHub-Cat-7b.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:857e6a7a0caa5be16cd9d622cf183e2d9d79b376a0fea22c4dd1ab2acfcc8c06
size 3014289248

3
BenchHub-Cat-7b.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0a24829102bcf6a85025b4587d9c22d99c55c0fcf487ffae98c26d2ade86777d
size 4086663200

3
BenchHub-Cat-7b.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fe3a5923b3f6845e8013855cf49116dbf55c50bcf85205047a7ea84dca6198b2
size 3806595104

3
BenchHub-Cat-7b.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:568d0e54c987c6753e44de3395afe40703da3a9214a0dd58100479aae2533564
size 3490572320

3
BenchHub-Cat-7b.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:81c097b42477a5aae80b4ae1115ccfc54039141e4e6fa8ff47a3f2aaef47a8e0
size 4681087520

3
BenchHub-Cat-7b.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:86203c8d220511a7cf585c5263d7953d0a58cfc70eebd244da9988b929483ac7
size 4455782944

3
BenchHub-Cat-7b.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:769bae6d3876e507c7ad24d512a9b4eb30a1e9da3d692bf164178e7f1c52d0d0
size 5442666464

3
BenchHub-Cat-7b.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:82be1c5eb21b510a9626398ee3d6893bd9ba5812743ce9d11ecbcc50ec58507b
size 5313011680

3
BenchHub-Cat-7b.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:99bd25204a2c06476ec47f074e0ba726ad3f67ba90906917ab2040184712900b
size 6251844096

3
BenchHub-Cat-7b.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:296de5e3902ac4ea7189f2e5251263f9a042205ccda458c5dd6908da5423bceb
size 8095477824

3
BenchHub-Cat-7b.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a8040c54ac0aacfab2223466b6499c2241f4fa06bbae6fc0320c1f5e2ba01cd7
size 15232124544

77
README.md Normal file
View File

@@ -0,0 +1,77 @@
---
base_model: BenchHub/BenchHub-Cat-7b
datasets:
- custom
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- LLM
- classification
- instruction-tuned
- multi-label
- qwen
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/BenchHub/BenchHub-Cat-7b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#BenchHub-Cat-7b-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/BenchHub-Cat-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/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q2_K.gguf) | Q2_K | 3.1 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q3_K_S.gguf) | Q3_K_S | 3.6 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q3_K_L.gguf) | Q3_K_L | 4.2 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.IQ4_XS.gguf) | IQ4_XS | 4.3 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q5_K_S.gguf) | Q5_K_S | 5.4 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q5_K_M.gguf) | Q5_K_M | 5.5 | |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q6_K.gguf) | Q6_K | 6.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-7b.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/BenchHub-Cat-7b-GGUF/resolve/main/BenchHub-Cat-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.
<!-- end -->