llama-recipes

A collection of libraries and example scripts for fine-tuning the Meta Llama model.

CommonProductProgrammingpythonmachine-learning

llama-recipes is a companion repository for the Meta Llama model, aiming to provide an extensible library for fine-tuning the Meta Llama model and offering example scripts and notebooks to quickly get started with using the model in various use cases, including domain-specific fine-tuning and building LLM-based applications.

Provides example scripts and notebooks for fine-tuning Meta Llama models
Supports running Meta Llama in local
cloud
and on-premise deployment environments
Supports Meta Llama 2 and 3 models
Includes new prompt templates and special tokens
Provides guidance on converting models to Hugging Face
Organizes code for easy use and contribution

Target audience is developers and researchers in the machine learning and artificial intelligence field who need to fine-tune large language models for specific applications or domains.

Fine-tuning the Llama model for a domain-specific question answering system
Using the Llama model for text summarization tasks in the cloud
Deploying a Llama model locally to implement a personalized recommendation system

Clone the llama-recipes repository to your local machine
Install the necessary dependencies
including PyTorch Nightlies
Install optional dependency packages as needed
Get the Meta Llama model from the Hugging Face hub

Visit

llama-recipes Visit Over Time

Monthly Visits

515580771

Bounce Rate

37.20%

Page per Visit

5.8

Visit Duration

00:06:42

llama-recipes Visit Trend

llama-recipes Visit Geography

llama-recipes Traffic Sources

llama-recipes Alternatives

promptic — A simple yet powerful Python library for using large language models (LLMs).

Programming•Python•LLM

Data-Juicer — A one-stop data processing system that provides high-quality data for large language models.

Productivity•Machine Learning•Data Science

246

Composio — A toolkit for AI agents enabling complex task handling.

Programming•javascript•python

LazyLLM — A development tool for building multi-agent large model applications with low-code

Programming•framework•deep-learning

150

June — A local voice chatbot that protects privacy and does not require internet access.

chatting•python•text-to-speech

210

Create-tsi — Low-code creation AI application Generation AI RAG toolkit.

Programming•nlp•machine-learning

132

Extractous — A fast and efficient tool for unstructured data extraction

Programming•nlp•rust

HumanLayer — API and SDK for human-in-the-loop feedback, inputs, and approval for AI agents.

Programming•API•SDK

Sidecar — Sidecar is the AI brain of the Aide editor, working in tandem with the editor.

Programming•rust•typescript

Mistral Moderation API — AI content moderation service to ensure downstream deployment safety.

Others•Content Moderation•Multilingual Support

Chat Nio — Leading all-in-one enterprise solution provider for LLM in the domestic market.

ChineseSelection•LLM•Enterprise Solutions

174

Data Formulator — AI-powered data visualization tool

Productivity•Data Visualization•Natural Language Processing

114

Meta Lingua — Efficient repository for large language model (LLM) research.

Programming•LLM•PyTorch

Prompt Engineering — A comprehensive resource library for Prompt Engineering techniques.

Productivity•Prompt Engineering•Machine Learning

RAG_Techniques — A revolutionary collection of Retrieval-Augmented Generation system technologies.

Programming•RAG•NLP

150

MixTeX-Latex-OCR — Efficient local offline LaTeX recognition tool powered by CPU.

Productivity•python•machine-learning

156

IncarnaMind — Engage in conversations with your documents using large language models like GPT.

Productivity•Machine Learning•PDF

156

SuperCoder — An autonomous software development system that enhances coding efficiency.

Programming•python•go

Datalore — AI-driven data analytics tool

Programming•Data Analytics•Natural Language Processing

168

Semantic Kernel — SDK for integrating Large Language Models

Programming•sdk•ai

120

RAGElo — Elo ranking tool for RAG-based LLM agents

Programming•Elo rating•RAG

216

DB-GPT — AI-Native Data Application Development Framework

Programming•Security•Database

252

nerve — An LLM tool to create intelligent agents without coding.

Programming•LLM•Automation

102

Unify AI — One-stop LLM Model Comparison and Optimization Platform

InternationalSelection•LLM•API

210

Siri-Ultra — An LLM-powered smart Siri usable without dedicated hardware.

chatting•Smart Assistant•Cloudflare Workers

4104

Abstra — Utilize Python and AI to extend business processes, achieving comprehensive transparency and efficient automation.

InternationalSelection•Automation•Python

234

Best AI Websites & Tools