Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks. - mlabonne/llm-course

The MLOps engineer role is different from an ML engineer role.

December 5, 2023
Douwe Kiela, Contextual AI

Language models have led to amazing progress, but they also have important shortcomings. One solution for many of these shortcomings is retrieval augmentation. I will introduce the topic, survey recent literature…

🚀Building a Perplexity Style LLM Answer Engine: Frontend to Backend Tutorial

This repo has been taking off 📈 over the past week - and for good reason

Great…

A feature platform that offers observability and management tools, allows ML practitioners to use a variety of data sources, while handling…

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🤔 Do you ever find yourself in need of a tool, game, or gadget that you only need for a short time?…

Open-source framework for large language model evaluations

My founder friends constantly think about growth. They think about how to measure their business growth and how to get to the next order of magnitude scale. If they’re making $1M ARR today, they think about how to get to $10M ARR. If they have 1,000 users…

llama3 implementation one matrix multiplication at a time - naklecha/llama3-from-scratch

Learn how to create, develop, and maintain a state-of-the-art MLOps code base.

Let's reproduce the GPT-2 (124M) in llm.c (~4,000 lines of C/CUDA) in 90 minutes for $20. The 124M model is the smallest model in the GPT-2 series released by OpenAI in 2019, and is actually qu...

llama3 implementation one matrix multiplication at a time - naklecha/llama3-from-scratch

Snowflake has taken a significant step forward in the world of open-source language models with the introduction of Arctic. This state-of-the-art model not only matches but often surpasses the capabilities of its predecessors, Llama 3 8B and Llama 2 70B.

Around 10:30 am Pacific time on Monday, May 13, 2024, OpenAI debuted its newest and most capable AI foundation model, GPT-4o, showing off its capabilities to converse realistically and naturally through audio voices with users, as well as work with uploaded…