Muhammad Farrukh Mehmood

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upvoted 2 articles about 1 month ago

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Article

A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using transformers, accelerate and bitsandbytes

Aug 17, 2022

• 87

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Article

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

May 24, 2023

• 144

upvoted 2 papers 3 months ago

Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate

Paper • 2501.17703 • Published Jan 29 • 59

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

Paper • 2501.12370 • Published Jan 21 • 11

upvoted an article 3 months ago

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Article

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

Jan 28

• 852

upvoted an article 4 months ago

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Article

Preference Tuning LLMs with Direct Preference Optimization Methods

Jan 18, 2024

• 57

upvoted a collection 4 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 • 43

upvoted a paper 4 months ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17 • 114

upvoted an article 4 months ago

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Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 177