samedovzaur

ollama

Get up and running with Llama 3.2, Mistral, Gemma 2, and other large language models.

LLM101n

LLM101n: Let's build a Storyteller

data-engineering-zoomcamp

Free Data Engineering course!

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

triton

Development repository for the Triton language and compiler

DevOps-Roadmap

DevOps Roadmap for 2024. with learning resources

Megatron-LM

Ongoing research training transformer models at scale

surya

OCR, layout analysis, reading order, line detection in 90+ languages

langgraph

Build resilient language agents as graphs.

RAG-Survey

llmsherpa

Developer APIs to Accelerate LLM Projects

lm-human-preferences

Code for the paper Fine-Tuning Language Models from Human Preferences

jaxtyping

Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/

hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

haystack-cookbook

👩🏻‍🍳 A collection of example notebooks

hallucination-index

Initiative to evaluate and rank the most popular LLMs across common task types based on their propensity to hallucinate.

qdrant-lib

Extract core logic from qdrant and make it available as a library.

vector-search-demos

Vector search related demos for AI tour, including OpenAI embeddings and Azure AI vector search.

chessllm

tower-eval

Fine-Tuning-Multimodal-LLM

Fine Tuning Multimodal LLM "Idefics 9B" on Pokemon Go Dataset available on Hugging Face.

willow-gemini-notebook

LLM Agent that performs sentiment analysis of drawings and natural language using a combination of Google Gemini Vision model and GPT-4 Turbo with LlamaIndex.

chatgpt-action-fastapi

chatgpt-action-fastapi

hacking-human-vasculature

Project for SenNet + HOA - Hacking the Human Vasculature in 3D Kaggle competition + ML Zoomcamp final project

Deep_Learning_projects

free-programming-books

:books: Freely available programming books

llama-jaxtyping

LLaMa implementation fork from lit-llama fully typed with jaxtyping

ollama

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

TextRecognitionSample

rusty-py

Starter mixed rust/python project with poetry and maturin