Neil Stoker's starred repositories

FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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vllm

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

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mlc-llm

Universal LLM Deployment Engine with ML Compilation

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coreutils

Cross-platform Rust rewrite of the GNU coreutils

monkeytype

The most customizable typing website with a minimalistic design and a ton of features. Test yourself in various modes, track your progress and improve your speed.

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dspy

DSPy: The framework for programming—not prompting—foundation models

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py-spy

Sampling profiler for Python programs

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trl

Train transformer language models with reinforcement learning.

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llama-recipes

Scripts for fine-tuning Llama2 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization & question answering. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment.Demo apps to showcase Llama2 for WhatsApp & Messenger

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o3de

Open 3D Engine (O3DE) is an Apache 2.0-licensed multi-platform 3D engine that enables developers and content creators to build AAA games, cinema-quality 3D worlds, and high-fidelity simulations without any fees or commercial obligations.

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streaming-llm

[ICLR 2024] Efficient Streaming Language Models with Attention Sinks

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chainlit

Build Conversational AI in minutes ⚡️

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bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

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awesome-generative-ai

A curated list of modern Generative Artificial Intelligence projects and services

lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

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PyQt-Fluent-Widgets

A fluent design widgets library based on C++ Qt/PyQt/PySide. Make Qt Great Again.

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CTranslate2

Fast inference engine for Transformer models

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revogrid

Powerful virtual data grid smartsheet with advanced customization. Best features from excel plus incredible performance 🔋

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puppeteer-heap-snapshot

API and CLI tool to fetch and query Chome DevTools heap snapshots.

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deep-chat

Fully customizable AI chatbot component for your website

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MatX

An efficient C++17 GPU numerical computing library with Python-like syntax

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pyperformance

Python Performance Benchmark Suite

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pyperf

Toolkit to run Python benchmarks

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webgpu-torch

Tensor computation with WebGPU acceleration

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pygls

A pythonic generic language server

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pal

PaL: Program-Aided Language Models (ICML 2023)

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pyedifice

Declarative GUI framework for Python and Qt

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llama2_aided_tesseract

Enhance Tesseract OCR output for scanned PDFs by applying Large Language Model (LLM) corrections, complete with options for text validation and hallucination filtering.

problems

Discussions about problems with the current C Api

pgvector-find-faces-talk

The slides and source code for the talk "How I used PostgreSQL® to find pictures of me at a party"

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