zelianglee

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upvoted 2 articles 5 months ago

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Article

Making LLMs lighter with AutoGPTQ and transformers

Aug 23, 2023

• 33

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Article

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

May 24, 2023

• 93

upvoted an article 7 months ago

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Article

Overview of natively supported quantization schemes in 🤗 Transformers

Sep 12, 2023

• 11

upvoted 2 collections 7 months ago

PEFT papers

Collection

A collection of methods that have been implemented in the 🤗 PEFT library • 12 items • Updated Jan 30 • 22

A little guide to building Large Language Models in 2024

Collection

Resources mentioned by @thomwolf in https://x.com/Thom_Wolf/status/1773340316835131757 • 19 items • Updated Apr 1 • 14

upvoted an article 7 months 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

• 63