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Marc Sun

marcsun13

AI & ML interests

LLM, Quantization, Training, Inference

Recent Activity

updated a Space 12 days ago

DDUF/dduf-check

upvoted a paper 13 days ago

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

updated a model 14 days ago

DDUF/FLUX.1-dev-DDUF

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Articles

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marcsun13's activity

upvoted a paper 13 days ago

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Paper • 2310.08659 • Published Oct 12, 2023 • 24

upvoted an article 2 months ago

Article

Fixing Gradient Accumulation

Oct 16

• 43

upvoted 3 articles 3 months ago

Article

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Sep 18

• 213

Article

Accelerate 1.0.0

Sep 13

• 51

Article

SmolLM - blazingly fast and remarkably powerful

Jul 16

• 292

upvoted an article 5 months ago

Article

XetHub is joining Hugging Face!

Aug 8

• 81

upvoted an article 7 months ago

Article

Benchmarking Text Generation Inference

May 29

• 28

upvoted a paper 7 months ago

Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations

Paper • 2405.18392 • Published May 28 • 12

upvoted an article 7 months ago

Article

License to Call: Introducing Transformers Agents 2.0

May 13

• 119

upvoted a paper 8 months ago

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 96

upvoted an article 8 months ago

Article

Welcome Llama 3 - Meta's new open LLM

Apr 18

• 281

upvoted a collection 8 months ago

Meta Llama 3

Collection

This collection hosts the transformers and original repos of the Meta Llama 3 and Llama Guard 2 releases • 5 items • Updated 19 days ago • 696

upvoted 3 articles 8 months ago

Article

Vision Language Models Explained

Apr 11

• 236

Article

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Apr 15

• 170

Article

Overview of natively supported quantization schemes in 🤗 Transformers

Sep 12, 2023

• 11

upvoted 5 articles 9 months ago

Article

Making LLMs lighter with AutoGPTQ and transformers

Aug 23, 2023

• 37

Article

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

Aug 17, 2022

• 66

Article

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

May 24, 2023

• 101

Article

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

Mar 22

• 69

Article

quanto: a pytorch quantization toolkit

Mar 18

• 32

Marc Sun

AI & ML interests

Recent Activity

Articles

Introducing SynthID Text

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Accelerate 1.0.0

Llama 3.1 - 405B, 70B & 8B with multilinguality and long context

quanto: a pytorch quantization toolkit

Overview of natively supported quantization schemes in 🤗 Transformers

Making LLMs lighter with AutoGPTQ and transformers

Organizations

marcsun13's activity

Fixing Gradient Accumulation

Fine-tuning LLMs to 1.58bit: extreme quantization made easy

Accelerate 1.0.0

SmolLM - blazingly fast and remarkably powerful

XetHub is joining Hugging Face!

Benchmarking Text Generation Inference

License to Call: Introducing Transformers Agents 2.0

Welcome Llama 3 - Meta's new open LLM

Vision Language Models Explained

Introducing Idefics2: A Powerful 8B Vision-Language Model for the community

Overview of natively supported quantization schemes in 🤗 Transformers

Making LLMs lighter with AutoGPTQ and transformers

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

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

Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval

quanto: a pytorch quantization toolkit