| --- |
| base_model: UCSB-SURFI/VulnLLM-R-7B |
| inference: false |
| model_creator: UCSB-SURFI |
| model_name: VulnLLM-R-7B-GGUF |
| pipeline_tag: text-generation |
| quantized_by: MaziyarPanahi |
| tags: |
| - quantized |
| - 2-bit |
| - 3-bit |
| - 4-bit |
| - 5-bit |
| - 6-bit |
| - 8-bit |
| - GGUF |
| - text-generation |
| --- |
| # [MaziyarPanahi/VulnLLM-R-7B-GGUF](https://huggingface.co/MaziyarPanahi/VulnLLM-R-7B-GGUF) |
| - Model creator: [UCSB-SURFI](https://huggingface.co/UCSB-SURFI) |
| - Original model: [UCSB-SURFI/VulnLLM-R-7B](https://huggingface.co/UCSB-SURFI/VulnLLM-R-7B) |
|
|
| ## Description |
| [MaziyarPanahi/VulnLLM-R-7B-GGUF](https://huggingface.co/MaziyarPanahi/VulnLLM-R-7B-GGUF) contains GGUF format model files for [UCSB-SURFI/VulnLLM-R-7B](https://huggingface.co/UCSB-SURFI/VulnLLM-R-7B). |
|
|
| ### About GGUF |
|
|
| GGUF is a new format introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp. |
|
|
| Here is an incomplete list of clients and libraries that are known to support GGUF: |
|
|
| * [llama.cpp](https://github.com/ggerganov/llama.cpp). The source project for GGUF. Offers a CLI and a server option. |
| * [llama-cpp-python](https://github.com/abetlen/llama-cpp-python), a Python library with GPU accel, LangChain support, and OpenAI-compatible API server. |
| * [LM Studio](https://lmstudio.ai/), an easy-to-use and powerful local GUI for Windows and macOS (Silicon), with GPU acceleration. Linux available, in beta as of 27/11/2023. |
| * [text-generation-webui](https://github.com/oobabooga/text-generation-webui), the most widely used web UI, with many features and powerful extensions. Supports GPU acceleration. |
| * [KoboldCpp](https://github.com/LostRuins/koboldcpp), a fully featured web UI, with GPU accel across all platforms and GPU architectures. Especially good for story telling. |
| * [GPT4All](https://gpt4all.io/index.html), a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel. |
| * [LoLLMS Web UI](https://github.com/ParisNeo/lollms-webui), a great web UI with many interesting and unique features, including a full model library for easy model selection. |
| * [Faraday.dev](https://faraday.dev/), an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration. |
| * [candle](https://github.com/huggingface/candle), a Rust ML framework with a focus on performance, including GPU support, and ease of use. |
| * [ctransformers](https://github.com/marella/ctransformers), a Python library with GPU accel, LangChain support, and OpenAI-compatible AI server. Note, as of time of writing (November 27th 2023), ctransformers has not been updated in a long time and does not support many recent models. |
|
|
| ## Special thanks |
|
|
| 🙏 Special thanks to [Georgi Gerganov](https://github.com/ggerganov) and the whole team working on [llama.cpp](https://github.com/ggerganov/llama.cpp/) for making all of this possible. |
