đ [MaziyarPanahi/mistral-small-3.1-24b-instruct-2503-hf-GGUF]
This repository contains GGUF format model files for [mrfakename/mistral-small-3.1-24b-instruct-2503-hf], facilitating text generation tasks.
đ Quick Start
This README provides information about the [MaziyarPanahi/mistral-small-3.1-24b-instruct-2503-hf-GGUF] model, including its details, the GGUF format, and related supporting clients and libraries.
đ Documentation
Model Details
Property |
Details |
Base Model |
mrfakename/mistral-small-3.1-24b-instruct-2503-hf |
Inference |
false |
Model Creator |
mrfakename |
Model Name |
mistral-small-3.1-24b-instruct-2503-hf-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 |
Model Links
Description
MaziyarPanahi/mistral-small-3.1-24b-instruct-2503-hf-GGUF contains GGUF format model files for mrfakename/mistral-small-3.1-24b-instruct-2503-hf.
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. The source project for GGUF. Offers a CLI and a server option.
- llama-cpp-python, a Python library with GPU accel, LangChain support, and OpenAI-compatible API server.
- LM Studio, 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, the most widely used web UI, with many features and powerful extensions. Supports GPU acceleration.
- KoboldCpp, a fully featured web UI, with GPU accel across all platforms and GPU architectures. Especially good for story telling.
- GPT4All, a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel.
- LoLLMS Web UI, a great web UI with many interesting and unique features, including a full model library for easy model selection.
- Faraday.dev, an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration.
- candle, a Rust ML framework with a focus on performance, including GPU support, and ease of use.
- 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.
đ§ Technical Details
The GGUF format is a significant advancement in the field of model quantization and inference. It provides better compatibility and performance compared to its predecessor, GGML. The clients and libraries listed above have integrated support for GGUF, enabling users to leverage the model in various scenarios, such as local inference, web-based applications, and more.
đ License
No license information is provided in the original README.
Special thanks
đ Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.