hamelsmu

hamelsmu's Stars

• donnemartin/system-design-primer

  Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

  Language:Python286k6.7k31747.7k

• guidance-ai/guidance

  A guidance language for controlling large language models.

  Language:Jupyter Notebook19.4k1195521.1k

• meta-llama/llama-recipes

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

  Language:Jupyter Notebook15.9k1934052.3k

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python12.3k11930750

• axolotl-ai-cloud/axolotl

  Go ahead and axolotl questions

  Language:Python8.3k45718918

• meta-llama/llama-stack

  Composable building blocks to build Llama Apps

  Language:Python6k139221739

• princeton-nlp/tree-of-thought-llm

  [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models

  Language:Python5k12159474

• Arize-ai/phoenix

  AI Observability & Evaluation

  Language:Jupyter Notebook4.4k312.8k330

• jupyterlab/jupyter-ai

  A generative AI extension for JupyterLab

  Language:Python3.3k40605349

• AnswerDotAI/RAGatouille

  Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

  Language:Python3.2k32189215

• uptrain-ai/uptrain

  UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

  Language:Python2.2k21148195

• widgetti/solara

  A Pure Python, React-style Framework for Scaling Your Jupyter and Web Apps

  Language:Python2k25369145

• Agenta-AI/agenta

  The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.

  Language:Python1.9k23613236

• duckdb/dbt-duckdb

  dbt (http://getdbt.com) adapter for DuckDB (http://duckdb.org)

  Language:Python9632315992

• jlowin/fastmcp

  The fast, Pythonic way to build Model Context Protocol servers 🚀

  Language:Python807102241

• koaning/bulk

  A Simple Bulk Labelling Tool

  Language:Python560104147

• modal-labs/llm-finetuning

  Guide for fine-tuning Llama/Mistral/CodeLlama models and more

  Language:Python55372587

• replicate/cog-llama-template

  LLaMA Cog template

  Language:Python308212152

• AnswerDotAI/shell_sage

  ShellSage saves sysadmins’ sanity by solving shell script snafus super swiftly

  Language:Jupyter Notebook260131721

• heroku/heroku-buildpack-nginx

  Classic buildpack that installs nginx.

  Language:Shell2479545789

• machow/quartodoc

  Generate API documentation with quarto

  Language:Python193523120

• nedbat/dinghy

  A GitHub activity digest tool

  Language:Python18773012

• replicate/pget

  parallel fetch

  Language:Go11418576

• warner-benjamin/optimi

  Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers

  Language:Python77352

• wch/chatstream

  Example Shiny for Python app which talks to the OpenAI API

  Language:Python753817

• pacman100/peft-codegen-25

  Language:Python24113

• eugeneyan/learning-typescript

  Language:JavaScript16303

• technillogue/nyacomp

  load pytorch tensors really fast with compression and memory reuse

  Language:Python7201

• inc0/science_read

  Text to speach for scientific papers

  Language:Python5120

• inc0/codone

  Codon optimization tool

  Language:Python3212