jon-chuang

jon-chuang

Geek Repo

Company:University of Cambridge

Home Page:https://www.linkedin.com/in/jon-chuang/

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jon-chuang's repositories

llama.cpp

Port of Facebook's LLaMA model in C/C++

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ray

A fast and simple framework for building and running distributed applications.

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AgentBench

A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)

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alpa

Training and serving large-scale neural networks

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FastChat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

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jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

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jax-triton

jax-triton contains integrations between JAX and OpenAI Triton

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langchain

⚡ Building applications with LLMs through composability ⚡

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langflow

⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.

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llama-hub

A library of data loaders for LLMs made by the community -- to be used with GPT Index and/or LangChain

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llama-rs

Run LLaMA inference on CPU, with Rust 🦀🚀🦙

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llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

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mcap

MCAP is a modular, performant, and serialization-agnostic container file format for pub/sub messages, primarily intended for use in robotics applications.

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metadrive

MetaDrive: Composing Diverse Scenarios for Generalizable Reinforcement Learning

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mojo

The Mojo Programming Language

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openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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s2n-quic

An implementation of the IETF QUIC protocol

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stable-fast

An ultra lightweight inference performance optimization framework for HuggingFace Diffusers on NVIDIA GPUs.

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studio

Robotics visualization and debugging

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TransformerEngine

A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilization in both training and inference.

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triton

Development repository for the Triton language and compiler

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vllm

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

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weave

Weave, developed by the team at Weights and Biases, is a new open-source toolkit designed for performant, interactive data exploration. Our mission is to equip Machine Learning practitioners with the best tools to turn data into insights quickly and easily.

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xla

A machine learning compiler for GPUs, CPUs, and ML accelerators

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