Jialiang Cheng

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authored 2 papers 1 day ago

SERE: Similarity-based Expert Re-routing for Efficient Batch Decoding in MoE Models

Paper • 2602.07616 • Published 4 days ago

EDiT: A Local-SGD-Based Efficient Distributed Training Method for Large Language Models

Paper • 2412.07210 • Published Dec 10, 2024

liked a dataset 6 months ago

Salesforce/wikitext

Viewer • Updated Jan 4, 2024 • 3.71M • 843k • 634

liked 3 datasets 7 months ago

allenai/tulu-3-sft-mixture

Viewer • Updated Dec 2, 2024 • 939k • 29.6k • 224

HuggingFaceFW/fineweb

Viewer • Updated Jul 11, 2025 • 52.5B • 216k • 2.64k

HuggingFaceFW/fineweb-2

Viewer • Updated Oct 27, 2025 • 4.48B • 102k • 747

upvoted an article 8 months ago

view article

Article

A Review on the Evolvement of Load Balancing Strategy in MoE LLMs: Pitfalls and Lessons

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Feb 4, 2025

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28

updated a collection 8 months ago

inference acceleration

Collection

2 items • Updated Jun 3, 2025

upvoted a collection 11 months ago

🧠 Reasoning datasets

Collection

Datasets with reasoning traces for math and code released by the community • 24 items • Updated May 19, 2025 • 182

upvoted a collection 12 months ago

Deepseek Papers

Collection

Deepseek papers collection • 29 items • Updated 3 days ago • 320

updated a collection about 1 year ago

multimodal dataset

Collection

6 items • Updated Jan 20, 2025

upvoted a paper about 1 year ago

MinMo: A Multimodal Large Language Model for Seamless Voice Interaction

Paper • 2501.06282 • Published Jan 10, 2025 • 53

updated 3 collections over 1 year ago

LLM Technical Reports

Collection

4 items • Updated Nov 4, 2024

Model Architecture

Collection

3 items • Updated Nov 4, 2024 • 1

Long Context

Collection

3 items • Updated Nov 4, 2024

upvoted a paper over 1 year ago

NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks

Paper • 2410.20650 • Published Oct 28, 2024 • 17