mradermacher/Qwen3-0.6B-Code-Expert-abliterated-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/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-05-25 19:33:17 +08:00
commit 36acad08d7
27 changed files with 226 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
imatrix.dat filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Qwen3-0.6B-Code-Expert-abliterated.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0c571f6806f787024d2917e12cdd608ea9c7fa6ac0d6226d25fc80d719d4d70a
size 216053568

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:398eef89a7b8955d2a2dc199ffff8c2a72bf068867bb2a4f545d7beabbe6bf5f
size 208017216

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2ae3436040de06cce359f64c39e1aa9fbd359b39668eefd2ba3e604fdb676d51
size 264910656

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:72b82f2fab097a1aff74de2bad5ca6135c20581fc0c751f46829445c18045a5b
size 254195520

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:68d5e5ba73b7215e9d0cd287c695df90903379a46f69101040c719154ef02939
size 241997632

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c23401ba21eca8131a5bbc1efaa9267734f7b6ccce891b736a50fa560491862d
size 229447488

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:0a3ed3be1484ac232b6d1ba920b56a2cf4930374bbd2211d087335376329582f
size 336028480

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b6629def08395b3a95f831ee834529e8b1c111cb508106ad2999151d53bfdbb0
size 323076928

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a4a6cd858213cee405ca6c6c1d8f05a83ed94594a3968ed5ae691877216ee13e
size 312755008

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4b332809ccb7af6db304991d686976eb684ce1c7bdd512746f03d7b39a074316
size 279017280

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:3d19e662be2e6a02a4099276088b153fdb11a4bc4dceb120df66751cf927fe2a
size 381567808

3
Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ec934f6ff85299584c08efe8279971cabd94ce8a9c00acf20a2825930abe1062
size 367805248

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:63f80a6151ef691153e8c605092bbde9b7edaf0aa33e1f6e355c3be39848195f
size 296239936

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c0bde92a26986c26b244b0de202667fed5a438572a9773663a420e82cda04887
size 280560448

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:5e5ee066af8f44d1581a70f08426b6de8900c760586575e0d8a66bcc00edc40b
size 368493376

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aeab182ce1e8cdd17859abd4abb05209ac5d0d35dd0065d1329a5b904db03d9c
size 347128640

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:6e073bdd81c582fc5e6fce8387b0742174207d86778dc6e0b58266be1d14e70f
size 323076928

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4b32a588102c21472a2dada11e077ac67210f9aba0f9763cd0650d9978a293b9
size 382157632

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8c3c90923c3facd3ddf64a64ebabe084ae5fd93824666730c41113926f4426bd
size 409092928

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e7f77d8a84c0ab855b472f24559e2d41697ba9b907b8307d6514b4f5ad251a9a
size 396706624

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:cd7258ab074ca7c60fada2ecd25841745232e4b08a1c503f3d189bee0ae6dd6e
size 383271744

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2aab8691a7459dc961ac7d850b95e88adbd07c79338778c47dee5455c4d92536
size 444416832

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:15228eb3c57bfd708138fad5296e05f22a34ad0aeb9f6e37a32ebbc93269c26a
size 436618048

3
Qwen3-0.6B-Code-Expert-abliterated.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:556eded9429c5b78b73bc217905e490295de5b24373c250a534580c8116e7f4e
size 495108928

91
README.md Normal file
View File

@@ -0,0 +1,91 @@
---
base_model: lunahr/Qwen3-0.6B-Code-Expert-abliterated
datasets:
- nvidia/OpenCodeReasoning
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- unsloth
- trl
- sft
- code
- reasoning
- abliterated
- baukit-abliterated
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
weighted/imatrix quants of https://huggingface.co/lunahr/Qwen3-0.6B-Code-Expert-abliterated
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-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/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_S.gguf) | i1-IQ1_S | 0.3 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ1_M.gguf) | i1-IQ1_M | 0.3 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.3 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_S.gguf) | i1-IQ2_S | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ2_M.gguf) | i1-IQ2_M | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.4 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.4 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q2_K.gguf) | i1-Q2_K | 0.4 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_S.gguf) | i1-IQ3_S | 0.4 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.4 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ3_M.gguf) | i1-IQ3_M | 0.4 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.4 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.5 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.5 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_0.gguf) | i1-Q4_0 | 0.5 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.5 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q4_1.gguf) | i1-Q4_1 | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/Qwen3-0.6B-Code-Expert-abliterated-i1-GGUF/resolve/main/Qwen3-0.6B-Code-Expert-abliterated.i1-Q6_K.gguf) | i1-Q6_K | 0.6 | 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
imatrix.dat Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8914547fc94526e9d0010c1a3ba25ab080d665ca91a3776e54496ea42b862ac5
size 1153369