klgraham

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Nashville, TN

Ken Graham's starred repositories

project-based-learning

Curated list of project-based tutorials

MIT193697 2994 162

llama.cpp

LLM inference in C/C++

Language:C++MIT64075 536 3638

localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

Language:PythonNOASSERTION53520 514 5542

text-generation-webui

A Gradio web UI for Large Language Models.

Language:PythonAGPL-3.039176 326 3591

whisper.cpp

Port of OpenAI's Whisper model in C/C++

Language:CMIT34012 314 1277

ollama

Get up and running with Llama 2, Mistral, and other large language models locally.

Language:GoMIT32412 226 1238

ChatDev

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

Language:ShellApache-2.024917 304 251

guidance

A guidance language for controlling large language models.

Language:Jupyter NotebookMIT18540 116 518

mlc-llm

Universal LLM Deployment Engine with ML Compilation

Language:PythonApache-2.018487 169 1300

generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

Apache-2.016129 132 123

candle

Minimalist ML framework for Rust

Language:RustApache-2.014951 148 660

sqlmodel

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Language:PythonMIT13793 148 333

cosmos

World's largest Contributor driven code dataset | Used in Quark Search Engine, @OpenGenus IQ, OpenGenus Visual Project

Language:C++GPL-3.013542 322 1404

ggml

Tensor library for machine learning

Language:C++MIT10698 123 394

llama-gpt

A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device. New: Code Llama support!

Language:TypeScriptMIT10657 81 127

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

Language:PythonMIT9037 90 199

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

Language:Jupyter NotebookNOASSERTION7850 68 227

instructor

structured outputs for llms

Language:PythonMIT7256 50 276

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

mlx-examples

Examples in the MLX framework

Language:PythonMIT5744 63 437

fromthetransistor

From the Transistor to the Web Browser, a rough outline for a 12 week course

RustBooks

List of Rust books

simpleaichat

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

Language:PythonMIT3458 35 82

computerraria

A fully compliant RISC-V computer made inside the game Terraria

Language:RustMIT3348 20 4

awesome-blockchain

⚡️Curated list of resources for the development and applications of blockchain.

Language:GoMIT3193 94 7

deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Language:PythonNOASSERTION2959 55 133

visionOS_30Days

visionOS 30 days challenge.

Language:SwiftMIT2064 55 17

llm-applications

A comprehensive guide to building RAG-based LLM applications for production.

Language:Jupyter NotebookCC-BY-4.01656 17 12

Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

Language:Jupyter NotebookMIT1077 26 8

llama2.rs

A fast llama2 decoder in pure Rust.

Language:RustMIT1004 11 21