Stars
The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Finetune Llama 3.2, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 80% less memory
LLM Zoomcamp - a free online course about building a Q&A system
This repository is a curated collection of the most exciting and influential CVPR 2024 papers. 🔥 [Paper + Code + Demo]
📚 List of awesome university courses for learning Computer Science!
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Supercharge Your LLM Application Evaluations 🚀
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
Kickstart your MLOps initiative with a flexible, robust, and productive Python package.
This repo lists relevant papers summarized in our survey paper: A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models.
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
Best Practices on Recommendation Systems
🦘 Explore multimedia datasets at scale
A tutorial for generating Cryptopunk-like avatars in Python.
[ICLR 2024 Oral] Generative Gaussian Splatting for Efficient 3D Content Creation
Self-contained, minimalistic implementation of diffusion models with Pytorch.
Practical course about Large Language Models.
A local streamlit server for Jupyter environments
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Anomstack - Painless open source anomaly detection for your metrics 📈📉🚀