Pere Martra

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upvoted an article 13 days ago

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Article

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

By •

Nov 24, 2024

• 1

upvoted a paper 3 months ago

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

Paper • 2402.02834 • Published Feb 5, 2024 • 15

upvoted 2 articles 6 months ago

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Article

Preference Tuning LLMs with Direct Preference Optimization Methods

Jan 18, 2024

• 42

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Article

How NuminaMath Won the 1st AIMO Progress Prize

Jul 11, 2024

• 110

upvoted a collection 8 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 Dec 11, 2024 • 38

upvoted an article 8 months ago

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Article

🪆 Introduction to Matryoshka Embedding Models

Feb 23, 2024

• 69

upvoted an article 9 months ago

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Article

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

May 24, 2023

• 108