mradermacher/opensec-gdpo-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/opensec-gdpo-4b-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-06-25 15:19:16 +08:00
commit 84d2e98a75
14 changed files with 164 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
opensec-gdpo-4b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
opensec-gdpo-4b.f16.gguf filter=lfs diff=lfs merge=lfs -text

81
README.md Normal file
View File

@@ -0,0 +1,81 @@
---
base_model: Jarrodbarnes/opensec-gdpo-4b
datasets:
- Jarrodbarnes/opensec-seeds
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- reinforcement-learning
- security
- gdpo
- grpo
- agent
- opensec
---
## 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/Jarrodbarnes/opensec-gdpo-4b
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#opensec-gdpo-4b-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/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q2_K.gguf) | Q2_K | 1.8 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q3_K_S.gguf) | Q3_K_S | 2.0 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q3_K_L.gguf) | Q3_K_L | 2.3 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.IQ4_XS.gguf) | IQ4_XS | 2.4 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q5_K_S.gguf) | Q5_K_S | 2.9 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q5_K_M.gguf) | Q5_K_M | 3.0 | |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q6_K.gguf) | Q6_K | 3.4 | very good quality |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality |
| [GGUF](https://huggingface.co/mradermacher/opensec-gdpo-4b-GGUF/resolve/main/opensec-gdpo-4b.f16.gguf) | f16 | 8.2 | 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
opensec-gdpo-4b.IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:87ac48c72cda38c44b8de887a459fa22ea76dd96fbf73659e1c8424a3e538136
size 2286315424

3
opensec-gdpo-4b.Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:7e1f02dad2c18f1f93d570a1783854fe2dde92357f1cb24aa4bf6711b2053c00
size 1669498784

3
opensec-gdpo-4b.Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:50209ac3b18ad650f2b14f6afa1ee86474773a54fdd1340a8af042db53fa9e26
size 2239784864

3
opensec-gdpo-4b.Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ae64c4b9103f7efed0719dd41643f344b56c904d82b3605b09aef86150fb3873
size 2075617184

3
opensec-gdpo-4b.Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:89541ba2b5ca24706740ed293a9e1725167f447e2620e404863e724d6339ed77
size 1886996384

3
opensec-gdpo-4b.Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:198e3f9da76c3c1dac99554b85b1231bebf237f2d157c3db10f4c07a68192087
size 2497279904

3
opensec-gdpo-4b.Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:06c02be8d9fe1419e85d6f364339b1c73a266c501f7a5f3b39151dcc2d951878
size 2383308704

3
opensec-gdpo-4b.Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:aadc524b374b35917804f4d41d0d1ee4ba87c2c0d31a21d09a2ced94e010b1fc
size 2889512864

3
opensec-gdpo-4b.Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1541f65dd77e49c9ee9d64a1ec0997f3dceb47a2848598cddab3cb75051a3a56
size 2823710624

3
opensec-gdpo-4b.Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:bb79c7f0339d645c592b1b2ba14fa99c2d76a4f5fbebb65325a2680dfbaf5d15
size 3306260384

3
opensec-gdpo-4b.Q8_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1369abddb8b0bf91ff5681234f9434ecd2562f3ddd442c22fcbac58bef9dec32
size 4280404384

3
opensec-gdpo-4b.f16.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:e3715d4469314e115368b91d80cd97fb2cb4401287f62afa810b8095459b7979
size 8051284384