mradermacher/Newstar-Qwen3-0.6B-KTO-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/Newstar-Qwen3-0.6B-KTO-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-24 05:51:20 +08:00
commit 2899521b10
14 changed files with 159 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
Newstar-Qwen3-0.6B-KTO.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Newstar-Qwen3-0.6B-KTO.f16.gguf filter=lfs diff=lfs merge=lfs -text

3
Newstar-Qwen3-0.6B-KTO.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a332041dd6dd7530eb174480dfba13485a007ee1da534128e0481a978e56c09c
size 369274528

3
Newstar-Qwen3-0.6B-KTO.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:258747bfdd1f1bab69ec465b9c2afe339fac7d1d412e60b179e89e1dbab23d8d
size 296234656

3
Newstar-Qwen3-0.6B-KTO.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1c46a6ec18162e8892d69912a2d4805e67cee45c85f4f094d4b957e613364251
size 368488096

3
Newstar-Qwen3-0.6B-KTO.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d8b5dd0c2e7138b459fae126df5e349c6e91807625ad5f1e57c3b404200143f0
size 347123360

3
Newstar-Qwen3-0.6B-KTO.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a47925bb89489e6ebee4b00e9259c36b67054e4bfd1ce5ce649bf8869cde4d07
size 323071648

3
Newstar-Qwen3-0.6B-KTO.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:04e33b1e6b42a530c521edb547bc033d8ebc4a77aa61db6fd62b29456560f171
size 396701344

3
Newstar-Qwen3-0.6B-KTO.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:379ae3db2526e665ced0d0191429f055779c998cbc1a89476ec65b714eca0822
size 383266464

3
Newstar-Qwen3-0.6B-KTO.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8ca0c37f98a67e719c329320a410ac643baa0a1cb76b8eca025bbc456f4c0982
size 444411552

3
Newstar-Qwen3-0.6B-KTO.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b334373481905054f2574b3c972f7c0a7659fe87b28831e306194c2be54ab74b
size 436612768

3
Newstar-Qwen3-0.6B-KTO.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6d58e8f02cd537186428c93fc27aceb2408bd527dd23f08a4c6628f92980238a
size 495103648

3
Newstar-Qwen3-0.6B-KTO.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3b5196c1bbdd724ddc689e77d2ad032f8dbc330758ddcea8284bcb246cb9641c
size 639443616

3
Newstar-Qwen3-0.6B-KTO.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5c2ec25129e3bb28b3e84b3db90a7a4fe03029f3c37551810871dd1c9818d2df
size 1198178976

76
README.md Normal file
View File

@@ -0,0 +1,76 @@
---
base_model: NewstaR/Newstar-Qwen3-0.6B-KTO
datasets:
- trl-lib/kto-mix-14k
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- text-generation-inference
- transformers
- unsloth
- qwen3
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: -->
static quants of https://huggingface.co/NewstaR/Newstar-Qwen3-0.6B-KTO
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Newstar-Qwen3-0.6B-KTO-GGUF).***
weighted/imatrix quants are available at https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-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/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q2_K.gguf) | Q2_K | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q3_K_S.gguf) | Q3_K_S | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q3_K_L.gguf) | Q3_K_L | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.IQ4_XS.gguf) | IQ4_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q4_K_S.gguf) | Q4_K_S | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q4_K_M.gguf) | Q4_K_M | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q5_K_S.gguf) | Q5_K_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q5_K_M.gguf) | Q5_K_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q6_K.gguf) | Q6_K | 0.6 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.Q8_0.gguf) | Q8_0 | 0.7 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/Newstar-Qwen3-0.6B-KTO-GGUF/resolve/main/Newstar-Qwen3-0.6B-KTO.f16.gguf) | f16 | 1.3 | 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 -->