lipingzhi

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authored 3 papers 8 months ago

Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild

Paper • 2410.05357 • Published Oct 7, 2024

Glider: Global and Local Instruction-Driven Expert Router

Paper • 2410.07172 • Published Oct 9, 2024

PortLLM: Personalizing Evolving Large Language Models with Training-Free and Portable Model Patches

Paper • 2410.10870 • Published Oct 8, 2024 • 1

authored 2 papers almost 2 years ago

Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy

Paper • 2310.01334 • Published Oct 2, 2023 • 3

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Paper • 2402.11592 • Published Feb 18, 2024 • 2