llama-recipes
by meta-llama
Scripts for fine-tuning Meta Llama with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama for WhatsApp & Messenger.
AI summary
LLM toolkit
Provides tools and examples for fine-tuning the Meta Llama model and building applications with it
- stars
- 15.6K
- forks
- 2.3K
- watching
- 200
Similar projects
Found by comparing what the projects do, not just their names.
LLAMA framework
A collection of tools and utilities for deploying, fine-tuning, and utilizing large language models.
Language model library
Provides pre-trained and instruction-tuned Llama 3 language models and tools for loading and running inference
ggerganov/llama.cpp69.2K
LLM inference software
Enables LLM inference with minimal setup and high performance on various hardware platforms
AI toolkit
Provides pre-packaged building blocks for generative AI applications with standardized APIs and service-oriented design.
Instruction-following model tuner
An implementation of a method for fine-tuning language models to follow instructions with high efficiency and accuracy
Code generator
Provides inference code and tools for fine-tuning large language models, specifically designed for code generation tasks
LLM toolkit
An open-source toolkit for pretraining and fine-tuning large language models
Language Model Runtime
An efficient C#/.NET library for running Large Language Models (LLMs) on local devices
Language Model
An implementation of a large language model using the nanoGPT architecture
LLaMA Tuner
A tool for efficiently fine-tuning large language models across multiple architectures and methods.
karpathy/llama2.c17.6K
LLama inference engine
A minimalistic C implementation of the Llama 2 language model inference engine.
Data augmentation tool
A data framework for augmenting Large Language Models (LLMs) with private data
tloen/alpaca-lora18.7K
Language model tuning
Tuning a large language model on consumer hardware using low-rank adaptation
haotian-liu/llava20.7K
Visual Instruction System
A system that uses large language and vision models to generate and process visual instructions
LLM integrator
A data framework for integrating large language models into applications with custom data
