Lists (5)
Stars
🦜🔗 Build context-aware reasoning applications
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A programming framework for agentic AI 🤖
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
A guidance language for controlling large language models.
Instruct-tune LLaMA on consumer hardware
A collection of various deep learning architectures, models, and tips
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
StableLM: Stability AI Language Models
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
Neural Networks: Zero to Hero
Free MLOps course from DataTalks.Club
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
QLoRA: Efficient Finetuning of Quantized LLMs
Official inference library for Mistral models
This repository contains demos I made with the Transformers library by HuggingFace.
Overview and tutorial of the LangChain Library
"Probabilistic Machine Learning" - a book series by Kevin Murphy
Examples and guides for using the Gemini API.
A Bulletproof Way to Generate Structured JSON from Language Models
SoTA LLM for converting natural language questions to SQL queries
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
A powerful data & AI notebook templates catalog: prompts, plugins, models, workflow automation, analytics, code snippets - following the IMO framework to be searchable and reusable in any context.
MARS5 speech model (TTS) from CAMB.AI
Machine learning lessons and teaching projects designed for engineers
A colab gradio web UI for running Large Language Models