zelianglee

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upvoted 2 articles almost 2 years ago

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Article

Making LLMs lighter with AutoGPTQ and transformers

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• +4

marcsun13, fxmarty, PanEa, qwopqwop, ybelkada, TheBloke

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Aug 23, 2023

• 64

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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

• 180

upvoted an article about 2 years ago

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Article

Overview of natively supported quantization schemes in 🤗 Transformers

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• +3

ybelkada, marcsun13, IlyasMoutawwakil, clefourrier, fxmarty

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Sep 12, 2023

• 13

upvoted 2 collections about 2 years ago

PEFT papers

Collection

A collection of methods that have been implemented in the 🤗 PEFT library • 12 items • Updated Jan 30, 2024 • 32

A little guide to building Large Language Models in 2024

Collection

Resources mentioned by @thomwolf in https://x.com/Thom_Wolf/status/1773340316835131757 • 17 items • Updated Mar 2 • 17

upvoted an article about 2 years 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

• 134