mradermacher/moba_qwen3-4b-i1-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/moba_qwen3-4b-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-18 23:58:19 +08:00
commit 3965f8c25e
27 changed files with 220 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -0,0 +1,60 @@
*.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
moba_qwen3-4b.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
moba_qwen3-4b.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

85
README.md Normal file
View File

@@ -0,0 +1,85 @@
---
base_model: LCM-Lab/moba_qwen3-4b
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/LCM-Lab/moba_qwen3-4b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#moba_qwen3-4b-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/moba_qwen3-4b-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/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ1_S.gguf) | i1-IQ1_S | 1.3 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ1_M.gguf) | i1-IQ1_M | 1.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.6 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ2_S.gguf) | i1-IQ2_S | 1.7 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ2_M.gguf) | i1-IQ2_M | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q2_K_S.gguf) | i1-Q2_K_S | 1.8 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q2_K.gguf) | i1-Q2_K | 1.9 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ3_XS.gguf) | i1-IQ3_XS | 2.1 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q3_K_S.gguf) | i1-Q3_K_S | 2.2 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ3_S.gguf) | i1-IQ3_S | 2.2 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ3_M.gguf) | i1-IQ3_M | 2.2 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q3_K_M.gguf) | i1-Q3_K_M | 2.3 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q3_K_L.gguf) | i1-Q3_K_L | 2.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ4_XS.gguf) | i1-IQ4_XS | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q4_0.gguf) | i1-Q4_0 | 2.7 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-IQ4_NL.gguf) | i1-IQ4_NL | 2.7 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q4_K_S.gguf) | i1-Q4_K_S | 2.7 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q4_K_M.gguf) | i1-Q4_K_M | 2.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q4_1.gguf) | i1-Q4_1 | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q5_K_S.gguf) | i1-Q5_K_S | 3.2 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q5_K_M.gguf) | i1-Q5_K_M | 3.3 | |
| [GGUF](https://huggingface.co/mradermacher/moba_qwen3-4b-i1-GGUF/resolve/main/moba_qwen3-4b.i1-Q6_K.gguf) | i1-Q6_K | 3.7 | practically like static Q6_K |
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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
<!-- end -->

3
moba_qwen3-4b.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:958c1d9d282d8cfd32f3d7791f4b80cec9082120dc14e343b2779443d572fb5e
size 1254644864

3
moba_qwen3-4b.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ba515fe803c030b92c9ab0bc70cce02431a9503646df830539fc2575623eca18
size 1182882944

3
moba_qwen3-4b.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:57c9966631ee8f27ac89de0d28c7badc79ababa1a456e2059159237a6118ce3a
size 1680114304

3
moba_qwen3-4b.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d306c9587ed8e9e4a264d2a4ddc236c944d449c5cc1d85b1e3f21f158d4e4502
size 1584431744

3
moba_qwen3-4b.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:40bec6756727aa398d0140390519c511242b351dbcac3b35d7fff3f66bdbaa89
size 1481727104

3
moba_qwen3-4b.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a7694d0e7ceafa7b9700386f4f6c088a5647cfad81e1a627ad9034d9f41d0402
size 1374248064

3
moba_qwen3-4b.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0afefb4c232ee686aa8d5dcd3909c26557017c00c10d859a3c53ef73155ee54c
size 2130026624

3
moba_qwen3-4b.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7364a5ab83d5235e765a0bf4b41b9b8d61a45b30bcd02bdd2b642b68c345c653
size 2066661504

3
moba_qwen3-4b.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:30714e4b136ca5ad5777d12cd32357582bd22b2317eaffde039b66211710543b
size 1981505664

3
moba_qwen3-4b.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:63c41968d4d6f1cf9a934477fa6159a477a300bea210f65ea1abbfd9ca10817b
size 1837318784

3
moba_qwen3-4b.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0e5b955d89b7c2b535071a1eecd0deca88feb96f2b5a084a7a46bc2085dd9108
size 2600132224

3
moba_qwen3-4b.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:70d209a2c053485921c53c97b684901bb136caed4276c9c458b09de60eb30167
size 2477385344

3
moba_qwen3-4b.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6a5efba4e46ed0c71b2ca183dad6886f47d634de8c0277fb7243f47bee071801
size 1797126784

3
moba_qwen3-4b.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6bea24ee6e39f0aa388b9398a98d8c75b19fc5be461db74675714f56c226f252
size 1691081344

3
moba_qwen3-4b.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:572e690c657c5f49ef897fddf4922b96cc36a254efe550a44346031eec3cc455
size 2406916224

3
moba_qwen3-4b.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ffd81e421aa8f8167a9695204564672eaf134ace7c8b02f4e323bb7afce47f9d
size 2242748544

3
moba_qwen3-4b.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b74f6a56febcb9a64b2fd497cf7787a0c4dd0ff3e51207ba7561ed24e0058b5d
size 2054127744

3
moba_qwen3-4b.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5ea1018542233046bf03ba572241880ec4a393b48bf2ee13958e8e98c76630e3
size 2594561664

3
moba_qwen3-4b.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d11b5c861c07eb239942532db6cf904ee9cdf144145ab2c6391717d84f6f2270
size 2839727744

3
moba_qwen3-4b.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e1ce957a61eab0ec495fbfd3a3e541cca0c400979d35814b62b967625c39e49e
size 2716069504

3
moba_qwen3-4b.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6997408da47dea09574d841fefe177da686bddd1a1441bb790d87e880fe05fed
size 2602098304

3
moba_qwen3-4b.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f4d6c8f24757e6c8b56e61ef48975f3d398a42f6d4d86c9af656b3dfe6eaf817
size 3156921984

3
moba_qwen3-4b.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8e6ac63ae63e6b66fb17d3ae6043db9b7f585ae87060d247b38e07db9d5a1c07
size 3091119744

3
moba_qwen3-4b.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5dc18923fe4aa6836209033ba97683722817ebe739347772cd8651f9835c7660
size 3625327744

3
moba_qwen3-4b.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:93dd27c2c1f1c2f5eeb209407382f26fadabd15e2800f302eb17848e290d8cee
size 3872640