A collection of useful .gitignore templates

Machine Learning Engineering Open Book

Acceptance rates for the major AI conferences

🌸 A command-line fuzzy finder

Automatic Generation of Visualizations and Infographics using Large Language Models

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Latency and Memory Analysis of Transformer Models for Training and Inference

Performs benchmarking on two Korean datasets with minimal time and effort.

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

A beautiful, simple, clean, and responsive Jekyll theme for academics

한국어 언어모델 다분야 사고력 벤치마크

A high-throughput and memory-efficient inference and serving engine for LLMs

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

An open source implementation of CLIP.

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Roadmap to becoming a data engineer in 2021

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

LLM training in simple, raw C/CUDA

Build AI Assistants with memory, knowledge and tools.

Demo about realtime analytics of user behavior using elk stack/apache spark streaming+mllib/redis/slamdata

The official PyTorch implementation of Google's Gemma models

An LLM-powered advanced RAG pipeline built from scratch

A comprehensive guide to building RAG-based LLM applications for production.

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

A proof-of-concept of retrieval-augmented generation, using Google's PaLM API.