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Shiro Takagi's Projects

airs icon airs

Artificial Intelligence for Science (AIRS)

chatdev icon chatdev

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

clap icon clap

Contrastive Language-Audio Pretraining

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

gpt_index icon gpt_index

GPT Index is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.

ice icon ice

Interactive Composition Explorer: a debugger for compositional language model programs

llama icon llama

Inference code for LLaMA models

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

palm-rlhf-pytorch icon palm-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

petals icon petals

🌸 Run 100B+ language models at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

prompt2model icon prompt2model

prompt2model - Generate Deployable Models from Natural Language Instructions

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