commit e7486592c674eeaae4a0ea091b5ad428732992cd Author: ModelHub XC Date: Fri Jul 10 02:50:10 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..572efde --- /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 +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.f16.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +NVIDIA-Orchestrator-Cybersecurity-8B-Merged.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.IQ4_XS.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.IQ4_XS.gguf new file mode 100644 index 0000000..0cf0382 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3c9d196d3fe58871b0f6bdbccc07df6baec10b7add853aa21796380a776a3ca +size 4593298016 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q2_K.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q2_K.gguf new file mode 100644 index 0000000..3f8135f --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fdf991f9d3346febc72b304ef067b2514be52e60ab95cadd3442f452cb450de8 +size 3281734240 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_L.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_L.gguf new file mode 100644 index 0000000..5ecde1b --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13123edbdcbdbedccedd48aa74c06896185c9348d1faddee2255906b02fa0b6c +size 4431395424 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_M.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_M.gguf new file mode 100644 index 0000000..3935e6b --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:88cd73f3623a87a41e7b5f1829c2590fc11958a24113f52727704f9f2ec072f9 +size 4124162656 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_S.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_S.gguf new file mode 100644 index 0000000..d0822af --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7a78bba71f7c65ef5e1cb1d918d03586501ca5c0dc14203b069399c29747f0f +size 3769612896 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_M.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_M.gguf new file mode 100644 index 0000000..67479ed --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7ce5537f510987855db9fb29a4c08a72ac2df8088dceaa9cf5821fc0a03bf25e +size 5027785312 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_S.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_S.gguf new file mode 100644 index 0000000..f556db1 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e5fad9ac88e57a657419bd3cc51d01836e2d78b40bac0eeb6ad19d76f0446ba +size 4802013792 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_M.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_M.gguf new file mode 100644 index 0000000..86f8167 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8be5bdf96f6b42f51ae9f4412de58a1209c305daacb6641c7c53fd36f65df402 +size 5851114080 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_S.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_S.gguf new file mode 100644 index 0000000..919f8c9 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b82bcf12e5343585ff505772dbe018aab405a0a202bf49c8ca2eea256f1a3c7 +size 5720762976 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q6_K.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q6_K.gguf new file mode 100644 index 0000000..132af41 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ab054a30f40afd1fbdc67d910dd46851c6e17f11ef11e0e5ba8124896cc7bb28 +size 6725900896 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q8_0.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q8_0.gguf new file mode 100644 index 0000000..557b7e7 --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9840c12be48672479faf3673b1adb284bf7b782c1bda715bc2dbbb31aa0eae5 +size 8709519968 diff --git a/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.f16.gguf b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.f16.gguf new file mode 100644 index 0000000..916e38c --- /dev/null +++ b/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd54ea9457d797e84b13c1559433c79154115b8a144e3675f308187877720b6b +size 16388045408 diff --git a/README.md b/README.md new file mode 100644 index 0000000..49bfd65 --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +--- +base_model: sainikhiljuluri2015/NVIDIA-Orchestrator-Cybersecurity-8B-Merged +datasets: +- Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset +- AlicanKiraz0/Cybersecurity-Dataset-Fenrir-v2.0 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- cybersecurity +- security +- nvidia +- nemotron +- fine-tuned +- merged +- text-generation +--- +## About + + + + + + + + + +static quants of https://huggingface.co/sainikhiljuluri2015/NVIDIA-Orchestrator-Cybersecurity-8B-Merged + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#NVIDIA-Orchestrator-Cybersecurity-8B-Merged-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/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/NVIDIA-Orchestrator-Cybersecurity-8B-Merged-GGUF/resolve/main/NVIDIA-Orchestrator-Cybersecurity-8B-Merged.f16.gguf) | f16 | 16.5 | 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. + +