commit 84d2e98a751abd55b4343a3752219b1050e57a9f Author: ModelHub XC Date: Thu Jun 25 15:19:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/opensec-gdpo-4b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e783b40 --- /dev/null +++ b/.gitattributes @@ -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 diff --git a/README.md b/README.md new file mode 100644 index 0000000..38d5ad5 --- /dev/null +++ b/README.md @@ -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 + + + + + + + + + +static quants of https://huggingface.co/Jarrodbarnes/opensec-gdpo-4b + + + +***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. + + diff --git a/opensec-gdpo-4b.IQ4_XS.gguf b/opensec-gdpo-4b.IQ4_XS.gguf new file mode 100644 index 0000000..afac33b --- /dev/null +++ b/opensec-gdpo-4b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:87ac48c72cda38c44b8de887a459fa22ea76dd96fbf73659e1c8424a3e538136 +size 2286315424 diff --git a/opensec-gdpo-4b.Q2_K.gguf b/opensec-gdpo-4b.Q2_K.gguf new file mode 100644 index 0000000..46764ba --- /dev/null +++ b/opensec-gdpo-4b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e1f02dad2c18f1f93d570a1783854fe2dde92357f1cb24aa4bf6711b2053c00 +size 1669498784 diff --git a/opensec-gdpo-4b.Q3_K_L.gguf b/opensec-gdpo-4b.Q3_K_L.gguf new file mode 100644 index 0000000..14805de --- /dev/null +++ b/opensec-gdpo-4b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50209ac3b18ad650f2b14f6afa1ee86474773a54fdd1340a8af042db53fa9e26 +size 2239784864 diff --git a/opensec-gdpo-4b.Q3_K_M.gguf b/opensec-gdpo-4b.Q3_K_M.gguf new file mode 100644 index 0000000..e0237f4 --- /dev/null +++ b/opensec-gdpo-4b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae64c4b9103f7efed0719dd41643f344b56c904d82b3605b09aef86150fb3873 +size 2075617184 diff --git a/opensec-gdpo-4b.Q3_K_S.gguf b/opensec-gdpo-4b.Q3_K_S.gguf new file mode 100644 index 0000000..243e74f --- /dev/null +++ b/opensec-gdpo-4b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89541ba2b5ca24706740ed293a9e1725167f447e2620e404863e724d6339ed77 +size 1886996384 diff --git a/opensec-gdpo-4b.Q4_K_M.gguf b/opensec-gdpo-4b.Q4_K_M.gguf new file mode 100644 index 0000000..9f65553 --- /dev/null +++ b/opensec-gdpo-4b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:198e3f9da76c3c1dac99554b85b1231bebf237f2d157c3db10f4c07a68192087 +size 2497279904 diff --git a/opensec-gdpo-4b.Q4_K_S.gguf b/opensec-gdpo-4b.Q4_K_S.gguf new file mode 100644 index 0000000..22dbe8d --- /dev/null +++ b/opensec-gdpo-4b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06c02be8d9fe1419e85d6f364339b1c73a266c501f7a5f3b39151dcc2d951878 +size 2383308704 diff --git a/opensec-gdpo-4b.Q5_K_M.gguf b/opensec-gdpo-4b.Q5_K_M.gguf new file mode 100644 index 0000000..9156f3b --- /dev/null +++ b/opensec-gdpo-4b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aadc524b374b35917804f4d41d0d1ee4ba87c2c0d31a21d09a2ced94e010b1fc +size 2889512864 diff --git a/opensec-gdpo-4b.Q5_K_S.gguf b/opensec-gdpo-4b.Q5_K_S.gguf new file mode 100644 index 0000000..cee8d7d --- /dev/null +++ b/opensec-gdpo-4b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1541f65dd77e49c9ee9d64a1ec0997f3dceb47a2848598cddab3cb75051a3a56 +size 2823710624 diff --git a/opensec-gdpo-4b.Q6_K.gguf b/opensec-gdpo-4b.Q6_K.gguf new file mode 100644 index 0000000..5340926 --- /dev/null +++ b/opensec-gdpo-4b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bb79c7f0339d645c592b1b2ba14fa99c2d76a4f5fbebb65325a2680dfbaf5d15 +size 3306260384 diff --git a/opensec-gdpo-4b.Q8_0.gguf b/opensec-gdpo-4b.Q8_0.gguf new file mode 100644 index 0000000..b36301d --- /dev/null +++ b/opensec-gdpo-4b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1369abddb8b0bf91ff5681234f9434ecd2562f3ddd442c22fcbac58bef9dec32 +size 4280404384 diff --git a/opensec-gdpo-4b.f16.gguf b/opensec-gdpo-4b.f16.gguf new file mode 100644 index 0000000..2bffce5 --- /dev/null +++ b/opensec-gdpo-4b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3715d4469314e115368b91d80cd97fb2cb4401287f62afa810b8095459b7979 +size 8051284384