coderchen01 (Junjie Chen)

upvoted a paper 7 days ago

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

Paper • 2411.02355 • Published 10 days ago • 44

upvoted an article 21 days ago

Article

🕳️ Attention Sinks in LLMs for endless fluency

By

•

Oct 9, 2023

• 8

upvoted a paper 27 days ago

Addition is All You Need for Energy-efficient Language Models

Paper • 2410.00907 • Published Oct 1 • 143

upvoted an article 27 days ago

Article

Scaling AI-based Data Processing with Hugging Face + Dask

Oct 9

• 23

upvoted an article 28 days ago

Article

How 🤗 Accelerate runs very large models thanks to PyTorch

Sep 27, 2022

• 10

upvoted 2 papers about 1 month ago

MLP-KAN: Unifying Deep Representation and Function Learning

Paper • 2410.03027 • Published Oct 3 • 28

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

Paper • 2410.01744 • Published Oct 2 • 25

upvoted a paper about 2 months ago

YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models

Paper • 2409.13592 • Published Sep 20 • 48

upvoted a paper 2 months ago

LLaMA-Omni: Seamless Speech Interaction with Large Language Models

Paper • 2409.06666 • Published Sep 10 • 55

upvoted 2 papers 3 months ago

POA: Pre-training Once for Models of All Sizes

Paper • 2408.01031 • Published Aug 2 • 26

Gemma 2: Improving Open Language Models at a Practical Size

Paper • 2408.00118 • Published Jul 31 • 73

upvoted a paper 4 months ago

OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects

Paper • 2407.08711 • Published Jul 11 • 5

upvoted a collection 4 months ago

Model Merging

Collection

Model Merging is a very popular technique nowadays in LLM. Here is a chronological list of papers on the space that will help you get started with it! • 30 items • Updated Jun 12 • 217

upvoted 3 papers 4 months ago

FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

Paper • 2407.04051 • Published Jul 4 • 35

OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation

Paper • 2407.02371 • Published Jul 2 • 49

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

Paper • 2407.00468 • Published Jun 29 • 34

upvoted 4 papers 5 months ago

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

Paper • 2406.11768 • Published Jun 17 • 20

Junjie Chen

AI & ML interests

Organizations

coderchen01's activity

"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization

🕳️ Attention Sinks in LLMs for endless fluency

Addition is All You Need for Energy-efficient Language Models

Scaling AI-based Data Processing with Hugging Face + Dask

How 🤗 Accelerate runs very large models thanks to PyTorch

MLP-KAN: Unifying Deep Representation and Function Learning

LEOPARD : A Vision Language Model For Text-Rich Multi-Image Tasks

YesBut: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models

LLaMA-Omni: Seamless Speech Interaction with Large Language Models

POA: Pre-training Once for Models of All Sizes

Gemma 2: Improving Open Language Models at a Practical Size

OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects

Model Merging

FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation

MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation

Benchmarking Mental State Representations in Language Models

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Mora: Enabling Generalist Video Generation via A Multi-Agent Framework

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities