13-day longest streak
𝕏 Follow me on X • 🤗 Hugging Face • 💻 Blog • 📙 LLM Engineer's Handbook Hi, I'm a Machine Learning Scientist, Author, Blogger, and LLM Developer. 💼 Projects…
𝕏 Follow me on X •
🤗 Hugging Face •
💻 Blog •
📙 LLM Engineer's Handbook
Hi, I'm a Machine Learning Scientist, Author, Blogger, and LLM Developer.
💼 Projects
- The LLM Course: A popular curated list of resources to get into LLMs (>80k ⭐).
- LLM Datasets: Curated list of high-quality datasets for LLM fine-tuning.
- LLM Tools: Automate LLM pipelines with Colab notebooks like LLM AutoEval, LazyMergekit, LazyAxolotl, and AutoQuant.
🤗 Models
- LFM2: My work at Liquid AI is to post-train our own pre-trained LLMs with a custom architecture. [[Playground]](https://playground.liquid.ai/chat)
- Abliterated models: Collection of abliterated models to remove refusals. [[Article]](https://huggingface.co/blog/mlabonne/abliteration)
- Fine-tunes & Merges: Popular models like NeuralDaredevil-8B, AlphaMonarch-7B, NeuralBeagle14-7B, or NeuralHermes (first successful open-source DPO) and MoEs like Phixtral (first Phi-based MoE) and Beyonder-4x7B-v3.
📚 Books
- LLM Engineer's Handbook: Practical guide about LLM engineering with fine-tuning, RAG, data, evaluation, deployment, and more!
- Hands-on GNNs: Technical book on how to design and implement many types of graph neural networks for various use cases.
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llm-course ★ PINNED
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
★ 80k 4mo agoExplain → -
llm-datasets ★ PINNED
Curated list of datasets and tools for post-training.
★ 4.7k 1mo agoExplain → -
llm-autoeval
Automatically evaluate your LLMs in Google Colab
Python ★ 687 2y agoExplain → -
graph-neural-network-course
Free hands-on course about Graph Neural Networks using PyTorch Geometric.
Jupyter Notebook ★ 453 2y agoExplain → -
linear-programming-course
Hands-on course about linear programming and mathematical optimization.
Jupyter Notebook ★ 111 3y agoExplain → -
blog
https://mlabonne.github.io/blog/
Jupyter Notebook ★ 104 4mo agoExplain → -
mlabonne
No description.
★ 68 12d agoExplain → -
how-to-data-science
Scripts, notebooks, and articles about data science in general.
Jupyter Notebook ★ 55 3y agoExplain → -
chessllm
No description.
Jupyter Notebook ★ 46 2y agoExplain → -
graph-datasets
A list of graph datasets for machine learning projects including Graph Neural Networks.
★ 30 3y agoExplain → -
tinytuner
🐜🔧 A minimalistic tool to fine-tune your LLMs
Python ★ 18 2y agoExplain → -
notebooks ⑂
100+ Fine-tuning Tutorial Notebooks on Google Colab, Kaggle and more.
★ 13 5mo agoExplain → -
TransformerLens ⑂
A library for mechanistic interpretability of GPT-style language models
Python ★ 9 1y agoExplain → -
mergekit ⑂
Tools for merging pretrained large language models.
★ 9 2y agoExplain → -
laserRMT ⑂
This is our own implementation of 'Layer Selective Rank Reduction'
Python ★ 5 2y agoExplain → -
orpo ⑂
Official repository for ORPO
Python ★ 4 2y agoExplain → -
gorilla-custom ⑂
Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
Python ★ 4 8mo agoExplain → -
cookbook ⑂
Examples, end-2-end tutorials and apps built using Liquid AI Foundational Models (LFM) and the LEAP SDK
Jupyter Notebook ★ 3 4mo agoExplain → -
FastChat ⑂
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
Python ★ 3 2y agoExplain → -
liquid-s4 ⑂
Liquid Structural State-Space Models
Python ★ 3 2y agoExplain → -
lm-evaluation-harness ⑂
A framework for few-shot evaluation of autoregressive language models.
★ 2 2y agoExplain → -
skills ⑂
No description.
★ 1 4mo agoExplain → -
blog-1 ⑂
Public repo for HF blog posts
★ 1 4mo agoExplain →
No repos match these filters.