Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling

Fast and memory-efficient exact attention

OCR, layout analysis, reading order, table recognition in 90+ languages

Awesome LLM compression research papers and tools.

Awesome LeetCode resources to learn Data Structures and Algorithms and prepare for Coding Interviews.

The LLM Evaluation Framework

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

This is an implementation of the paper: Searching for Best Practices in Retrieval-Augmented Generation (EMNLP2024)

LLM101n: Let's build a Storyteller

🔥Highlighting the top ML papers every week.

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

Super Resolution Anime Diffusion, waifu2x

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models l…