Vincent-Daniel Yun

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upvoted 3 papers 5 days ago

Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs

Paper • 2605.15491 • Published Jun 7 • 1

Locality-Aware Redundancy Pruning for LLM Depth Compression

Paper • 2605.27786 • Published Jun 7 • 1

Output-Aware Rotation for INT2 KV-Cache Quantization

Paper • 2608.02691 • Published Aug 5 • 2

authored 5 papers 6 days ago

Ghosted Layers: Unconstrained Activation Alignment for Recovering Layer-Pruned LLMs

Paper • 2605.15491 • Published Jun 7 • 1

Output-Aware Rotation for INT2 KV-Cache Quantization

Paper • 2608.02691 • Published Aug 5 • 2

KV-Rescue: Recovering Reasoning Language Model KV Eviction Loss via Stepwise Interleaving

Paper • 2608.15797 • Published 28 days ago

Rethinking Layer Redundancy: Calibration Matters More Than Search in LLM Depth Pruning

Paper • 2604.24938 • Published May 26

Locality-Aware Redundancy Pruning for LLM Depth Compression

Paper • 2605.27786 • Published Jun 7 • 1

upvoted a collection 2 months ago

Compressed Models V1

Collection

Compressed LLMs (Qwen3, Llama families). V1 (First Version) • 16 items • Updated Jul 1 • 1