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LLM Engineer's Handbook: Master the art of engineering large language models from concept to production

LLM Engineer's Handbook: Master the art of engineering large language models from concept to production

Master the art of engineering large language models from concept to production

2024

Maxime Labonne, et al.

Maxime Labonne, Paul Iusztin

Stories

Published in
TDS Archive

The Large Language Model Course

How to become an LLM Scientist or Engineer from scratch

Jan 16

The Large Language Model Course

Jan 16

Published in
TDS Archive

Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

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

Jul 29, 2024

Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth

Jul 29, 2024

Uncensor any LLM with abliteration

Fine-tuning without retraining

Jun 12, 2024

Uncensor any LLM with abliteration

Jun 12, 2024

Published in
TDS Archive

Fine-tune Llama 3 with ORPO

A cheaper and faster unified fine-tuning technique

Apr 19, 2024

Fine-tune Llama 3 with ORPO

Apr 19, 2024

Published in
TDS Archive

Create Mixtures of Experts with MergeKit

Combine multiple models into a single MoE

Mar 27, 2024

Create Mixtures of Experts with MergeKit

Mar 27, 2024

Published in
TDS Archive

Merge Large Language Models with mergekit

Create your own models easily, no GPU required!

Jan 8, 2024

Merge Large Language Models with mergekit

Jan 8, 2024

Published in
TDS Archive

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

Boost the performance of your supervised fine-tuned models

Jan 1, 2024

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

Jan 1, 2024

Published in
TDS Archive

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
TDS Archive

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
TDS Archive

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

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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