mradermacher/Qwen3-4B-BiasExpert-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/Qwen3-4B-BiasExpert-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-07-12 11:39:10 +08:00
commit 0a22e83649
14 changed files with 161 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
Qwen3-4B-BiasExpert.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-4B-BiasExpert.f16.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen3-4B-BiasExpert.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2f70271db1333faaf4733f9d376813ba6270eb707fb0bc6908e8598e12a161c5
size 2286316544

3
Qwen3-4B-BiasExpert.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f5af77d2c5ae3ad0579b7c5a5b480d6342aaad867f2ad2695d06320646aa417e
size 1669499904

3
Qwen3-4B-BiasExpert.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c297cdbd35eec4ddfd4f85ec3903e27ca03e2ed7445c2079432f78d7b55d2657
size 2239785984

3
Qwen3-4B-BiasExpert.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6706e2685779536fae16af33b1dd09fac1e53491b0c77ecb3e9c1bbd7dcd4850
size 2075618304

3
Qwen3-4B-BiasExpert.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eac9b622b5cf3474bffe55527d87db5b12eb0ca335a7e007b446c4fd343e2a4e
size 1886997504

3
Qwen3-4B-BiasExpert.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6304921e404bf242ad421c930f66b352c8829b2b4e507da5473138ba554c9939
size 2497281024

3
Qwen3-4B-BiasExpert.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4cc5033e9e0c97349acd10870ee90ede8d1a0275c701308250c75343cba7d489
size 2383309824

3
Qwen3-4B-BiasExpert.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ec37558452ee2b3163a47ad9b30ae4a49ed7f9d9bda66045f7ac65a27d75d8d4
size 2889513984

3
Qwen3-4B-BiasExpert.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bef1d5807d290a1cb526f1db1c745fb793ef2739416930eebbcd2b8d01dd8f2d
size 2823711744

3
Qwen3-4B-BiasExpert.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ddec905b61b10d08311aaef59ced3127f3ca9dc31a0fd9a068e88f5230afa499
size 3306261504

3
Qwen3-4B-BiasExpert.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5fb23b20afd49d0a4823073f3b8ddb335ff990883f399b633472555f0161750e
size 4280405504

3
Qwen3-4B-BiasExpert.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:01758a6a63ddb596d1c53fab508bb14182bd69ef3c0313429b7c9d51d7c033f4
size 8051285504

78
README.md Normal file
View File

@@ -0,0 +1,78 @@
---
base_model: EmergentMethods/Qwen3-4B-BiasExpert
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- bias-detection
- news-analysis
- media-bias
- journalism
- content-analysis
---
## 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/EmergentMethods/Qwen3-4B-BiasExpert
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-4B-BiasExpert-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-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/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q2_K.gguf) | Q2_K | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q3_K_S.gguf) | Q3_K_S | 2.0 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q3_K_L.gguf) | Q3_K_L | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.IQ4_XS.gguf) | IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q5_K_S.gguf) | Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q5_K_M.gguf) | Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q6_K.gguf) | Q6_K | 3.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-4B-BiasExpert-GGUF/resolve/main/Qwen3-4B-BiasExpert.f16.gguf) | f16 | 8.2 | 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 -->