mradermacher/Spec-O3-3B-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/Spec-O3-3B-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-08-26 19:36:17 +08:00
commit 570e4c3608
16 changed files with 168 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

49
.gitattributes vendored Normal file
View File

@@ -0,0 +1,49 @@
*.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
Spec-O3-3B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
Spec-O3-3B.f16.gguf filter=lfs diff=lfs merge=lfs -text

77
README.md Normal file
View File

@@ -0,0 +1,77 @@
---
arxiv: 2601.06498
base_model: Maxwell-Jia/spec-o3-3b
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- agent
---
## 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/Maxwell-Jia/spec-o3-3b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Spec-O3-3B-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/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.9 | multi-modal supplement |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.mmproj-f16.gguf) | mmproj-f16 | 1.4 | multi-modal supplement |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q2_K.gguf) | Q2_K | 1.5 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q3_K_S.gguf) | Q3_K_S | 1.7 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q3_K_L.gguf) | Q3_K_L | 1.9 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.IQ4_XS.gguf) | IQ4_XS | 2.0 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q4_K_S.gguf) | Q4_K_S | 2.1 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q4_K_M.gguf) | Q4_K_M | 2.2 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q5_K_S.gguf) | Q5_K_S | 2.5 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q5_K_M.gguf) | Q5_K_M | 2.5 | |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q6_K.gguf) | Q6_K | 2.9 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.Q8_0.gguf) | Q8_0 | 3.7 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/Spec-O3-3B-GGUF/resolve/main/Spec-O3-3B.f16.gguf) | f16 | 6.9 | 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
Spec-O3-3B.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:16a9040b76201911f9d55220bdda123fbf4c472577d8e3b01aecf4036c9a8461
size 1918492224

3
Spec-O3-3B.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:dcf5963fa6c68a477a306b44bb0881063ead499d5e64d12cd5011e737b7c4b30
size 1376857664

3
Spec-O3-3B.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:4ca96edb674320c0084b2d6a0efe886ffa18efdfb5a5df003344bc90f43888da
size 1841096256

3
Spec-O3-3B.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f328fab1c83a8196c58dd3dc9d1430eb76b9fb2f4cddb9c87aeea3bd3466887e
size 1724180032

3
Spec-O3-3B.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a874a55bb476125b06d12d4421f10cc005360f4e5603fad41c1af95e0dd313fc
size 1588061760

3
Spec-O3-3B.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:49a52303840fe1d177e5b50a515ab6a3b5089dd498da4bc1eaa64ad88940f203
size 2104933952

3
Spec-O3-3B.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a01096103b1eaea82363703e80f42fa4422e23130e290a039b10c791edb65969
size 2009415232

3
Spec-O3-3B.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:54885407e6f4fa7470f6809f2b0d0a84ee90931ecc70d42049504dd09f5494fa
size 2438741568

3
Spec-O3-3B.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8c26ec7cce3752c72729fefce4851f59ef7fc99d545a3b666e6dfe075955505f
size 2383593024

3
Spec-O3-3B.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7dadc60deb089d844592afd068d039853c84219fb81673124d375cbefa5c326d
size 2793412160

3
Spec-O3-3B.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bbec3493f9fba2557d8e83e22f2d16742e688bf2097097e9af08e9e32e15bd33
size 3616089664

3
Spec-O3-3B.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:c814893eb67c55dd2fc98870857c30178db4d242cd7c5d5e734a308d71fbc5a1
size 6800647744

3
Spec-O3-3B.mmproj-Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8e398fb801d775f652cf51f206bad5324b4abd22199f79fd23befa5ba424369c
size 847768288

3
Spec-O3-3B.mmproj-f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:47cb1273619810f927261254540b4128164a9db3d01501058d99a67edbc66f52
size 1338428128