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HomeLLMsChatLlama 3.2 3B Instruct GGUF

Llama 3.2 3B Instruct GGUF

by MaziyarPanahi

Open source · 86k downloads · 15 likes

1.5
(15 reviews)ChatAPI & Local
About

The Llama 3.2 3B Instruct GGUF model is an optimized version of the Llama 3.2 3B Instruct model, designed to run locally on consumer-grade devices. It excels in text comprehension and generation, answering questions, assisting with creative or technical tasks, and adapting to diverse contexts thanks to its fine-tuning. Its GGUF format makes it particularly accessible, compatible with numerous tools and libraries, and optimized for efficient execution even on modest hardware. Ideal for developers, researchers, or users seeking a high-performance AI solution without relying on the cloud, it stands out for its versatility and ease of integration into local environments.

Documentation

MaziyarPanahi/Llama-3.2-3B-Instruct-GGUF

  • Model creator: meta-llama
  • Original model: meta-llama/Llama-3.2-3B-Instruct

Description

MaziyarPanahi/Llama-3.2-3B-Instruct-GGUF contains GGUF format model files for meta-llama/Llama-3.2-3B-Instruct.

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.

Special thanks

🙏 Special thanks to Georgi Gerganov and the whole team working on llama.cpp for making all of this possible.

Capabilities & Tags
ggufmistralquantized2-bit3-bit4-bit5-bit6-bit8-bitGGUF
Links & Resources
Specifications
CategoryChat
AccessAPI & Local
LicenseOpen Source
PricingOpen Source
Parameters3B parameters
Rating
1.5

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