mradermacher/hcot-qwen3-0.6b-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/hcot-qwen3-0.6b-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-17 05:22:15 +08:00
commit da6a2a333a
14 changed files with 154 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
hcot-qwen3-0.6b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
hcot-qwen3-0.6b.f16.gguf filter=lfs diff=lfs merge=lfs -text

71
README.md Normal file
View File

@@ -0,0 +1,71 @@
---
base_model: anujjamwal/hcot-qwen3-0.6b
language:
- en
library_name: transformers
mradermacher:
readme_rev: 1
quantized_by: mradermacher
---
## 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/anujjamwal/hcot-qwen3-0.6b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#hcot-qwen3-0.6b-GGUF).***
weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion.
## 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/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q2_K.gguf) | Q2_K | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q3_K_S.gguf) | Q3_K_S | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q3_K_M.gguf) | Q3_K_M | 0.9 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q3_K_L.gguf) | Q3_K_L | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.IQ4_XS.gguf) | IQ4_XS | 1.0 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q4_K_S.gguf) | Q4_K_S | 1.0 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q4_K_M.gguf) | Q4_K_M | 1.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q5_K_S.gguf) | Q5_K_S | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q5_K_M.gguf) | Q5_K_M | 1.2 | |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q6_K.gguf) | Q6_K | 1.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.Q8_0.gguf) | Q8_0 | 1.7 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/hcot-qwen3-0.6b-GGUF/resolve/main/hcot-qwen3-0.6b.f16.gguf) | f16 | 3.2 | 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 -->

3
hcot-qwen3-0.6b.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:74b386d0cedd5c1dc9cb25d2d9a2018064c8da6b4a6cfcb505d186303438fe2f
size 901838880

3
hcot-qwen3-0.6b.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c4ed50ac0c9ca48d4126c3c07c3bd673d30d11a0359f59800ddede1c7c3407f4
size 675960864

3
hcot-qwen3-0.6b.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:213c0d94bb23baed3770c00012227e1b460060752ad61ae9c03ad9c77659f47a
size 879818784

3
hcot-qwen3-0.6b.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1b9dd2d8557cf8be751b72d1447928bbf69336767167443c561cb9a9f86f2063
size 823834656

3
hcot-qwen3-0.6b.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:86cc1a1fdb5b60b56f18fec4fd45147153b56bfe124805b3bc428ed623a766c8
size 760600608

3
hcot-qwen3-0.6b.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a4ff902dd5b35ebc1f95af3f616dbee91be240ebe0ba9f4e0a8bb885f4d01f76
size 985704480

3
hcot-qwen3-0.6b.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1e754511454ba1825cb2ae8ab0186fb9035b0185ab0a3c7d3def3a8931912633
size 939968544

3
hcot-qwen3-0.6b.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1098d41852b3df005ac07a9c5e805e2135f0e2f986b1fbf79b04197e303ecd04
size 1124706336

3
hcot-qwen3-0.6b.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:eb51703b203c12954e5e04c15e0df60f1be34510e8e32856bf37e11a6d7bb6cf
size 1098385440

3
hcot-qwen3-0.6b.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8672b5ed94b77631bcf71ea0fc0b5942f0eb4b6e6c66b38a79d6b5a4e4c4613a
size 1272395808

3
hcot-qwen3-0.6b.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:73aaab2f8eacafd0a8dd6f625c1d3d3d3d9decd3cc414d265a8b7c281b16dde6
size 1646129312

3
hcot-qwen3-0.6b.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d41b19b3ddde1b35cf5c17b063e88f00b5e6ac2ddaef3cdb6ad2cc3e4f8daeb4
size 3092839712