rogarcia

LLMs-from-scratch

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

InstantID

InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥

xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

pinokio

AI Browser

search_with_lepton

Building a quick conversation-based search demo with Lepton AI.

gpt-newspaper

GPT based autonomous agent designed to create personalized newspapers tailored to user preferences.

llama-recipes

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. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

Veagle

Enhancement in Multimodal Representation Learning.

Binoculars

Binoculars: Zero-Shot Detection of LLM-Generated Text

GPTvsGPT

A playful script to get two AI assistants to converse using OpenAI Assistants API

Depth-Anything

[CVPR 2024] Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. Foundation Model for Monocular Depth Estimation

langgraph

Build resilient language agents as graphs.

AlphaCodium

Official implementation for the paper: "Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering""

open-tts-tracker

surya

OCR, layout analysis, reading order, line detection in 90+ languages

Moore-AnimateAnyone

Character Animation (AnimateAnyone, Face Reenactment)

crewAI-examples

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

mem0

The memory layer for Personalized AI

examples

scripts-to-rule-them-all

Set of boilerplate scripts describing the normalized script pattern that GitHub uses in its projects.

gateway

A Blazing Fast AI Gateway. Route to 200+ LLMs with 1 fast & friendly API.

nanoGPT

A repository for training nanogpt-based Chess playing language models.

chess_gpt_eval

A repo to evaluate various LLM's chess playing abilities.

chess_llm_interpretability

Visualizing the internal board state of a GPT trained on chess PGN strings, and performing interventions on its internal board state and representation of player Elo.

shell_gpt

A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.

open-interpreter

A natural language interface for computers

AnyText

Official implementation code of the paper <AnyText: Multilingual Visual Text Generation And Editing>

NeMo

A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)