From e88d430147424fe1b737476fcb7a538507211518 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 22 Apr 2026 14:13:10 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: fdtn-ai/Foundation-Sec-8B-Reasoning-Q8_0-GGUF Source: Original Platform --- .gitattributes | 37 + README.md | 87 + config.json | 38 + foundation-sec-8b-reasoning-q8_0.gguf | 3 + generation_config.json | 14 + special_tokens_map.json | 37 + tokenizer.json | 3 + tokenizer_config.json | 2236 +++++++++++++++++++++++++ 8 files changed, 2455 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 config.json create mode 100644 foundation-sec-8b-reasoning-q8_0.gguf create mode 100644 generation_config.json create mode 100644 special_tokens_map.json create mode 100644 tokenizer.json create mode 100644 tokenizer_config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ae4a679 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,37 @@ +*.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 +foundation-sec-8b-reasoning-q8_0.gguf filter=lfs diff=lfs merge=lfs -text +tokenizer.json filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..7384f9e --- /dev/null +++ b/README.md @@ -0,0 +1,87 @@ +--- +base_model: fdtn-ai/Foundation-Sec-8B-Reasoning +language: +- en +library_name: transformers +license: other +pipeline_tag: text-generation +tags: +- security +- llama +- llama-cpp +- gguf-my-repo +--- +# Foundation-Sec-8B-Reasoning-Q8_0-GGUF + +**This model was quantized from fdtn-ai/Foundation-Sec-8B-Reasoning to a 8-bit (Q8_0) GGUF checkpoint using llama.cpp. It retains the cybersecurity specialization of the original 8-billion-parameter model while reducing the memory footprint from approximately 16GB (BF16) to around 8.54GB (Q8_0) for inference.** + +## Model Description + +`fdtn-ai/Foundation-Sec-8B-Reasoning-Q8_0-GGUF` is an 8-bit quantized variant of **Foundation-Sec-8B-Reasoning** — an 8B-parameter LLaMA 3.1–based model that extends the **Foundation-Sec-8B** base model with instruction-following and reasoning capabilities. The base model was continued-pretrained on a curated corpus of cybersecurity-specific text (e.g., CVEs, threat intel reports, exploit write-ups, compliance guides). Foundation-Sec-8B-Reasoning is optimized for three core use case categories: + +- **SOC Acceleration**: Automating triage, summarization, case note generation, and evidence collection. +- **Proactive Threat Defense**: Simulating attacks, prioritizing vulnerabilities, mapping TTPs, and modeling attacker behavior. +- **Engineering Enablement**: Providing security assistance, validating configurations, assessing compliance evidence, and improving security posture. + +Rather than re-uploading or replicating the entire training details, please refer to the original model card for foundational architecture, training data, evaluation results, and known limitations. + +## Quantization Details + +- **Quantization Scheme:** 8-bit, "Q8_0" (8-bit quantization with minimal precision loss) +- **Toolchain:** Converted via [llama.cpp's export utilities](https://github.com/ggml-org/llama.cpp) (commit `v0.1.81` or newer) to GGUF format. +- **Resulting File Size:** ~ 8.54 GB on disk (raw GGUF blob) +- **Runtime Footprint:** + - Memory: ≈ 8.54 GB of RAM when loaded on CPU with llama.cpp +- **Format:** + - File extension: `.gguf` + - Internally contains: + 1. Metadata (architecture, tokenizer vocab, hyperparameters) + 2. Vocabulary list (BPE tokens) + 3. Weight tensors (for each layer and head) stored in 8-bit quantized form + - Compliant with LlamaCpp Python wrapper (`llama_cpp`) and C++ CLI (`llama.cpp`) inference engines + +## How to Use +[The cookbook](https://github.com/cisco-foundation-ai/cookbook) provides example use cases, code samples for adoption, and references. + +### Install llama.cpp on Mac + +Use Homebrew: +```bash +brew install llama-cpp +``` + +or install from scratch: + +```bash +# Install dependencies +brew install cmake +# Clone and build llama.cpp +git clone https://github.com/ggml-org/llama.cpp.git +cd llama.cpp +make +# Add to PATH (optional) +sudo cp llama-cli /usr/local/bin/ +``` + +### Run the Model + +```bash +llama-cli -m foundation-sec-8b-reasoning-q8_0.gguf -p "CVE-2021-44228 is a remote code execution flaw in Apache Log4j2 via unsafe JNDI lookups (\"Log4Shell\"). The CWE is CWE-502.\n\nCVE-2017-0144 is a remote code execution vulnerability in Microsoft's SMBv1 server (\"EternalBlue\") due to a buffer overflow. The CWE is CWE-119.\n\nCVE-2014-0160 is an information-disclosure bug in OpenSSL's heartbeat extension (\"Heartbleed\") due to out-of-bounds reads. The CWE is CWE-125.\n\nCVE-2017-5638 is a remote code execution issue in Apache Struts 2's Jakarta Multipart parser stemming from improper input validation of the Content-Type header. The CWE is CWE-20.\n\nCVE-2019-0708 is a remote code execution vulnerability in Microsoft's Remote Desktop Services (\"BlueKeep\") triggered by a use-after-free. The CWE is CWE-416.\n\nCVE-2015-10011 is a vulnerability about OpenDNS OpenResolve improper log output neutralization. The CWE is" -n 128 +``` + +## References + +1. **Original Model Card:** + [fdtn-ai/Foundation-Sec-8B-Reasoning](https://huggingface.co/fdtn-ai/Foundation-Sec-8B-Reasoning) (January 28, 2026) + +2. **Llama-cpp GGUF Quantization:** + Ggerganov, J. (2022). _Llama.cpp: Llama inference in pure C/C++/Assembly/GGUF_. GitHub repository. + +3. **ZeroQuant:** + Yao, Z. et al. (2022). "ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers." arXiv: 2206.01861. + +4. **SmoothQuant:** + Xiao, G. et al. (2022). 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