Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
"RAG-Anything: All-in-One RAG System"
"MiniRAG: Making RAG Simpler with Small and Free Language Models"
The official Meta Llama 3 GitHub site
Playwright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API.
Comparing fairness-aware machine learning techniques.
A library that implements fairness-aware machine learning algorithms
Themis™ is a software fairness tester.
Bias Auditing & Fair ML Toolkit
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
Inference code for LLaMA models
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
A package for signature detection
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
Databricks SDK for Python (Beta)
Open source platform for the machine learning lifecycle
⚡ Building applications with LLMs through composability ⚡