Anas Awadalla's starred repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Grounded-Segment-Anything
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
ml-engineering
Machine Learning Engineering Open Book
layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
multimodal-maestro
Effective prompting for Large Multimodal Models like GPT-4 Vision, LLaVA or CogVLM. 🔥
Triton-Puzzles
Puzzles for learning Triton
ringattention
Transformers with Arbitrarily Large Context
ring-attention-pytorch
Implementation of 💍 Ring Attention, from Liu et al. at Berkeley AI, in Pytorch
annotated-mamba
Annotated version of the Mamba paper
CapsFusion
[CVPR 2024] CapsFusion: Rethinking Image-Text Data at Scale
llama-qrlhf
Implementation of the Llama architecture with RLHF + Q-learning
triton-autodiff
Experiment of using Tangent to autodiff triton