Interlace - a pmadinei Collection

pmadinei 's Collections

Interlace

updated 11 days ago

INTERLACE: Interleaved Layer Pruning in VLMs (CVPR 2025). Pruned Qwen3-VL models retaining up to 94% performance.

pmadinei/Interlace-Qwen3-VL-8B-10pc

Image-Text-to-Text • 745k • Updated 11 days ago • 31

Note Qwen3-VL-8B with 10% layers pruned. 94.0% relative performance.
pmadinei/Interlace-Qwen3-VL-8B-15pc

Image-Text-to-Text • 728k • Updated 11 days ago • 31

Note Qwen3-VL-8B with 15% layers pruned. 92.1% relative performance.
pmadinei/Interlace-Qwen3-VL-8B-20pc

Image-Text-to-Text • 711k • Updated 11 days ago • 30

Note Qwen3-VL-8B with 20% layers pruned. 86.9% relative performance.
pmadinei/Interlace-Qwen3-VL-8B-25pc

Image-Text-to-Text • 694k • Updated 11 days ago • 30

Note Qwen3-VL-8B with 25% layers pruned. 86.1% relative performance. 1.18x TTFT speedup.
pmadinei/Interlace-Qwen3-VL-4B-10pc

Image-Text-to-Text • 554k • Updated 11 days ago • 31 • 1

Note Qwen3-VL-4B with 10% layers pruned. 93.9% relative performance.
pmadinei/Interlace-Qwen3-VL-4B-15pc

Image-Text-to-Text • 543k • Updated 11 days ago • 34

Note Qwen3-VL-4B with 15% layers pruned. 91.9% relative performance.
pmadinei/Interlace-Qwen3-VL-4B-20pc

Image-Text-to-Text • 532k • Updated 11 days ago • 25

Note Qwen3-VL-4B with 20% layers pruned. 88.0% relative performance.
pmadinei/Interlace-Qwen3-VL-4B-25pc

Image-Text-to-Text • 521k • Updated 11 days ago • 30

Note Qwen3-VL-4B with 25% layers pruned. 81.7% relative performance.