Maxime Labonne – Medium

Maxime Labonne

Featured Book

Hands-On Graph Neural Networks Using Python

Hands-On Graph Neural Networks Using Python

Design robust graph neural networks with PyTorch Geometric by combining graph theory and neural networks with the latest developments and apps.

2023

Stories

Published in
Towards Data Science

Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

A beginner’s guide to state-of-the-art supervised fine-tuning

Jul 29

Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

Jul 29

Uncensor any LLM with abliteration

Fine-tuning without retraining

Jun 12

Uncensor any LLM with abliteration

Jun 12

Published in
Towards Data Science

Fine-tune Llama 3 with ORPO

A cheaper and faster unified fine-tuning technique

Apr 19

Fine-tune Llama 3 with ORPO

Apr 19

Published in
Towards Data Science

Create Mixtures of Experts with MergeKit

Combine multiple models into a single MoE

Mar 27

Create Mixtures of Experts with MergeKit

Mar 27

Published in
Towards Data Science

Merge Large Language Models with mergekit

Create your own models easily, no GPU required!

Jan 8

Merge Large Language Models with mergekit

Jan 8

Published in
Towards Data Science

Fine-tune a Mistral-7b model with Direct Preference Optimization

Boost the performance of your supervised fine-tuned models

Jan 1

Fine-tune a Mistral-7b model with Direct Preference Optimization

Jan 1

Published in
Towards Data Science

ExLlamaV2: The Fastest Library to Run LLMs

Quantize and run EXL2 models

Nov 20, 2023

ExLlamaV2: The Fastest Library to Run LLMs

Nov 20, 2023

Published in
Towards Data Science

Quantize Llama models with GGUF and llama.cpp

GGML vs. GPTQ vs. NF4

Sep 4, 2023

Quantize Llama models with GGUF and llama.cpp

Sep 4, 2023

Published in
Towards Data Science

A Beginner’s Guide to LLM Fine-Tuning

How to fine-tune Llama and other LLMs with one tool

Aug 30, 2023

A Beginner’s Guide to LLM Fine-Tuning

Aug 30, 2023

Published in
Towards Data Science

Graph Convolutional Networks: Introduction to GNNs

A step-by-step guide using PyTorch Geometric

Aug 14, 2023

Graph Convolutional Networks: Introduction to GNNs

Aug 14, 2023

Maxime Labonne

Maxime Labonne

Book Author

Ph.D., Staff ML Scientist @ Liquid AI • Author of "Hands-On Graph Neural Networks" • x.com/maximelabonne

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