Train & Serve Custom Multi-modal Models - IDEFICS 2 + LLaVA Llama 3

Very Few Parameter Fine tuning with ReFT and LoRA

Tiny Text + Vision Models - Fine tuning and API Setup

Full fine tuning vs (Q)LoRA

Multi GPU Fine tuning with DDP and FSDP

Combined Preference and Supervised Fine Tuning with ORPO

New Course - AI Essentials for Office Workers

Deploying Serverless Inference Endpoints

Improved Retrieval Augmented Generation with ALL-SORT

Fine tuning LLMs for Memorization

Mistral Large vs GPT4 - Practical Benchmarking!

Fine tuning Optimizations - DoRA, NEFT, LoRA+, Unsloth

Fine-tune Multi-modal LLaVA Vision and Language Models

Understanding Mamba and State Space Models

CodeLlama 70B

Sell Access to GitHub Repositories

Data Extraction with Large Language Models

Fine tuning Whisper for Speech Transcription

Pushing Models and Adapters to HuggingFace | Free Notebook

The Best Tiny LLMs

Speculative Decoding Explained

Mixtral Fine tuning and Inference

Serve a Custom LLM for Over 100 Customers

Long Context Summarization

Function Calling Datasets, Training and Inference

Monetize your AI Models and Datasets

You want ChatGPT.. but with 128K Context Length!

Really Long Context LLMs - 200k input tokens

Direct Preference Optimization (DPO)

Deepseek Coder vs CodeLlama vs Claude vs OpenAI