chunmk's repositories
GraphReduce
Abstractions for feature engineering on large graphs of tabular data.
byte-of-python
Beginners book on Python - start here if you don't know programming
chatllama
ChatLLaMA ๐ข Open source implementation for LLaMA-based ChatGPT runnable in a single GPU. 15x faster training process than ChatGPT
data-juicer
A one-stop data processing system to make data higher-quality, juicier, and more digestible for LLMs! ๐ ๐ ๐ฝ โก๏ธ โก๏ธ๐ธ ๐น ๐ทไธบๅคง่ฏญ่จๆจกๅๆไพๆด้ซ่ดจ้ใๆดไธฐๅฏใๆดๆโๆถๅโ็ๆฐๆฎ๏ผ
genai-stack
Langchain + Docker + Neo4j
giskard
๐ข The testing framework for ML models, from tabular to LLMs
gpt-pilot
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
GraphGPT
Extrapolating knowledge graphs from unstructured text using GPT-3 ๐ต๏ธโโ๏ธ
grok-1
Grok open release
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
ims
๐ Introduction to Modern Statistics - A college-level open-source textbook with a modern approach highlighting multivariable relationships and simulation-based inference. For v1, see https://openintro-ims.netlify.app.
k8sgpt
Giving Kubernetes SRE superpowers to everyone
kr8s
A batteries-included Python client library for Kubernetes that feels familiar for folks who already know how to use kubectl
kubectl-gpt
Kubectl-GPT is a kubectl plugin to generate `kubectl` commands from natural language input by using GPT model.
KULLM
โ๏ธ ๊ตฌ๋ฆ(KULLM): ๊ณ ๋ ค๋ํ๊ต์์ ๊ฐ๋ฐํ, ํ๊ตญ์ด์ ํนํ๋ LLM
language-model
ํ๊ตญ์ด ์ธ์ด ๋ชจ๋ธ ํ์ต์ ์ํ ํ๋ก์ ํธ(Flax, Pytorch with Huggingface Accelerate)
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
LocalAI
:robot: Self-hosted, community-driven, local OpenAI compatible API. Drop-in replacement for OpenAI running LLMs on consumer-grade hardware. Free Open Source OpenAI alternative. No GPU required. Runs ggml, gguf, GPTQ, onnx, TF compatible models: llama, llama2, gpt4all, rwkv, whisper, vicuna, koala, cerebras, falcon, dolly, starcoder, and many others
ManimML
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
mlfz
An educational machine learning library.
OLMo
Modeling, training, eval, and inference code for OLMo
open-llms
๐ค A list of open LLMs available for commercial use.
outlines
Generative Model Programming
Prompt-Engineering-Guide
:octopus: Guides, papers, lecture, and resources for prompt engineering
quivr
๐ง Your Second Brain supercharged by Generative AI ๐ง Dump all your files and chat with your personal assistant on your files & more using GPT 3.5/4, Private, Anthropic, VertexAI, LLMs...
robusta
Kubernetes observability and automation, with an awesome Prometheus integration
sqlcoder
SoTA LLM for converting natural language questions to SQL queries