Muhammad Farrukh Mehmood

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upvoted 2 articles over 1 year ago

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Article

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

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ybelkada, timdettmers

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Aug 17, 2022

• 140

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Article

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

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• +3

ybelkada, timdettmers, artidoro, sgugger, smangrul

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May 24, 2023

• 182

upvoted 2 papers over 1 year ago

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

Paper • 2501.17703 • Published Jan 29, 2025 • 58

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

Paper • 2501.12370 • Published Jan 21, 2025 • 12

upvoted 3 articles over 1 year ago

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Article

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

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• +1

eliebak, lvwerra, lewtun

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Jan 28, 2025

• 891

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Article

Fine-tune ModernBERT for RAG with Synthetic Data

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sdiazlor

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Jan 20, 2025

• 42

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Article

Preference Tuning LLMs with Direct Preference Optimization Methods

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• +3

kashif, edbeeching, lewtun, lvwerra, osanseviero

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Jan 18, 2024

• 85

upvoted a collection over 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 • 49

upvoted a paper over 1 year ago

Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published Jan 17, 2025 • 116

upvoted 2 articles over 1 year ago

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Article

The Large Language Model Course

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mlabonne

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Jan 16, 2025

• 233

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Article

Train 400x faster Static Embedding Models with Sentence Transformers

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tomaarsen

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Jan 15, 2025

• 237