mradermacher/Aura-4B-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/Aura-4B-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-29 18:17:35 +08:00
commit fc8e203b35
14 changed files with 152 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
Aura-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Aura-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text

3
Aura-4B.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1429d10a73e2e25988cddba7504a6ba5df6d99cc09cd08186e99b12d19d8a036
size 2553242048

3
Aura-4B.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:068f2c5536655ab52c4e3c9d5ba345d3aefe6da83f482aacf0a74d7016d984dd
size 1839739328

3
Aura-4B.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4af354a931595fc6dd4d15cec7b480c36cba56f0787bb0d601ba9cadc8952cc3
size 2464860608

3
Aura-4B.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:167d323899300de2dd5dde30fb3c197db043f3d2728bdc740a0462bd5b0bd597
size 2296564160

3
Aura-4B.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c6d985ad147155bae636113b624b2465b6cef196af9c3ae43e8befb0282a07c6
size 2101529024

3
Aura-4B.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8cd5ad343e43c119980b4d05035ae6fa449730688f540a46ffc68ba8f157ab4b
size 2778284480

3
Aura-4B.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ae6348a903945d79234735c2110616be43b838c64390045a9a3c48bc5e0b9e25
size 2664251840

3
Aura-4B.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d7f04d552baa02b5403c6ef87bde05a553ae3764c817cb9b48c82c4b20e8eb5d
size 3230187968

3
Aura-4B.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:51013b8235cf345a4c3a6ae53720c065b6d7289db2017840c84b37b7a2d175b3
size 3163341248

3
Aura-4B.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:47b24d799b332e206ee5073c041ed40d71d7659d1d93bd72cc2dd014c71b31cd
size 3710335424

3
Aura-4B.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b3a8a3ed0366e07dc4c195d8c83570f9da8d158fc6977679ced0e2c2a220de8b
size 4803217856

3
Aura-4B.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2279ba5296995ab63fe80578dd6414612419475e9f1b3d8bf391523dc3343ae0
size 9033730496

69
README.md Normal file
View File

@@ -0,0 +1,69 @@
---
base_model: AuraIndustries/Aura-4B
datasets:
- Mielikki/Erebus-87k
- FourOhFour/Instruct_Phase
- FourOhFour/RP_Phase
- anthracite-core/full-opus-chosen-hermes-rejected-kto-v1
language:
- en
library_name: transformers
license: apache-2.0
quantized_by: mradermacher
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/AuraIndustries/Aura-4B
<!-- provided-files -->
weighted/imatrix quants are available at https://huggingface.co/mradermacher/Aura-4B-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/Aura-4B-GGUF/resolve/main/Aura-4B.Q2_K.gguf) | Q2_K | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q3_K_S.gguf) | Q3_K_S | 2.2 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q3_K_M.gguf) | Q3_K_M | 2.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q3_K_L.gguf) | Q3_K_L | 2.6 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.IQ4_XS.gguf) | IQ4_XS | 2.7 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q4_K_S.gguf) | Q4_K_S | 2.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q4_K_M.gguf) | Q4_K_M | 2.9 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q5_K_S.gguf) | Q5_K_S | 3.3 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q5_K_M.gguf) | Q5_K_M | 3.3 | |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q6_K.gguf) | Q6_K | 3.8 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.Q8_0.gguf) | Q8_0 | 4.9 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/Aura-4B-GGUF/resolve/main/Aura-4B.f16.gguf) | f16 | 9.1 | 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 -->