cameronhptdev

Efficiently-Serving-LLMs

Learn the ins and outs of efficiently serving Large Language Models (LLMs). Dive into optimization techniques, including KV caching and Low Rank Adapters (LoRA), and gain hands-on experience with Predibase’s LoRAX framework inference server.

lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

CoT-at-Home

Who needs o1 anyways. Add CoT to any OpenAI compatible endpoint.

ai-agents-masterclass

Follow along with my AI Agents Masterclass videos! All of the code I create and use in this series on YouTube will be here for you to use and even build on top of!

extended-mind-transformers

llm-course

instructor

structured outputs for llms

RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.

txtai

💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows

tldw

tl/dw (Too Long, Didn't Watch): Your Personal Research Multi-Tool - a naive attempt at 'A Young Lady's Illustrated Primer'

llm-datasets

High-quality datasets, tools, and concepts for LLM fine-tuning.

bookclub

Notes and links from the book club meetings

GeoDataSets

Synthetic datasets for geoscience (geo)statistical modeling

tea-tasting

A Python package for the statistical analysis of A/B tests.

pingouin

Statistical package in Python based on Pandas

arbitragelab

ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.

puter

🌐 The Internet OS! Free, Open-Source, and Self-Hostable.

DataScienceInteractivePython

Python interactive dashboards for learning data science

cookbook

tango

Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.

allennlp

An open-source NLP research library, built on PyTorch.

composer

Train neural networks up to 7x faster

OLMo

Modeling, training, eval, and inference code for OLMo

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

DeepSeek-MoE

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

dtale

Visualizer for pandas data structures

Stockstir

Easily gather stock data of any company in any of your Python projects

dreamerv3

Mastering Diverse Domains through World Models

Complete-System-Design

This repository contains everything you need to become proficient in System Design