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

liked a Space 3 days ago

oopere/optipfair-bias-analyzer

updated a Space 4 days ago

oopere/optipfair-bias-analyzer

published a Space 4 days ago

oopere/optipfair-bias-analyzer

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oopere's activity

upvoted an article 2 months ago

Article

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

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Nov 24, 2024

• 6

upvoted an article 3 months ago

Article

Training a Gemma 2 2B-IT for Reasoning with GRPO

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Mar 18

• 5

upvoted an article 4 months ago

Article

Open-R1: a fully open reproduction of DeepSeek-R1

and 2 others •

Jan 28

• 866

upvoted a paper 8 months ago

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5, 2024 • 17

upvoted 2 articles 11 months ago

Article

Preference Tuning LLMs with Direct Preference Optimization Methods

and 4 others •

Jan 18, 2024

• 64

Article

How NuminaMath Won the 1st AIMO Progress Prize

and 7 others •

Jul 11, 2024

• 120

upvoted a collection about 1 year 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 Dec 11, 2024 • 43

upvoted 2 articles about 1 year ago

Article

🪆 Introduction to Matryoshka Embedding Models

and 2 others •

Feb 23, 2024

• 126

Article

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

and 4 others •

May 24, 2023

• 152