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Ryenhails  updated a Space 12 days ago
nanovdr/README
Ryenhails  updated a model 12 days ago
nanovdr/NanoVDR-Q-ModernBERT-Qwen3VL8B-4096-ML
Ryenhails  updated a model 12 days ago
nanovdr/NanoVDR-Q-ModernBERT-Qwen3VL2B-2048
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Papers

ColNanoVDR: Document-Free Query Distillation for Multi-Vector Visual Document Retrieval via Optimal Transport

DistilVDR: A Compact End-to-End Visual Document Retriever via Dual-Student Distillation

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nanovdr 's collections 3

ColNanoVDR
Multi-vector query encoders distilled document-free from ColPali-style teachers. Project page: ryenhails.github.io/NanoVDR
NanoVDR
Text-only query encoders distilled from Qwen3-VL-Embedding-2B (EMNLP 2026). Project page: ryenhails.github.io/NanoVDR
DistilVDR
Query and page encoders distilled from Qwen3-VL-Embedding-8B: no multi-billion model at serving. Project page: ryenhails.github.io/NanoVDR
ColNanoVDR
Multi-vector query encoders distilled document-free from ColPali-style teachers. Project page: ryenhails.github.io/NanoVDR
DistilVDR
Query and page encoders distilled from Qwen3-VL-Embedding-8B: no multi-billion model at serving. Project page: ryenhails.github.io/NanoVDR
NanoVDR
Text-only query encoders distilled from Qwen3-VL-Embedding-2B (EMNLP 2026). Project page: ryenhails.github.io/NanoVDR