Pere Martra

oopere

AI & ML interests

Author of the Book 'Large Language Models Projects: Apply and Implement Strategies for Large Language Models' published by Apress.

Recent Activity

upvoted an article about 5 hours ago

Making LLMs Smaller Without Breaking Them: A GLU-Aware Pruning Approach

updated a collection 10 days ago

Llama 3.2 mlp pruned

updated a model 10 days ago

oopere/pruned10-llama-3.2-3B

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Articles

Making LLMs Smaller Without Breaking Them: A GLU-Aware Pruning Approach

Nov 24, 2024

• 1

Organizations

oopere's activity

upvoted an article about 5 hours ago

Article

Making LLMs Smaller Without Breaking Them: A GLU-Aware Pruning Approach

•

Nov 24, 2024

• 1

upvoted a paper 2 months ago

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5, 2024 • 14

upvoted 2 articles 6 months ago

Article

Preference Tuning LLMs with Direct Preference Optimization Methods

Jan 18, 2024

• 41

Article

How NuminaMath Won the 1st AIMO Progress Prize

Jul 11, 2024

• 110

upvoted a collection 7 months ago

Preference Datasets for DPO

Collection

This collection contains a list of curated preference datasets for DPO fine-tuning for intent alignment of LLMs • 7 items • Updated 26 days ago • 38

upvoted an article 7 months ago

Article

🪆 Introduction to Matryoshka Embedding Models

Feb 23, 2024

• 63

upvoted an article 9 months ago

Article

Making LLMs even more accessible with bitsandbytes, 4-bit quantization and QLoRA

May 24, 2023

• 105