# nanovdr/NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML

Model from Hugging Face for sentence similarity: nanovdr/NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML · sentence transformers

## Facts

- Type: Embedding
- Task: sentence-similarity
- Framework: sentence-transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/nanovdr/NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML
- Hosting: hosted (10 files)
- Files: 10 hosted of 24 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 10 files, 266.2 MB
- Full repo upstream: 283.9 MB
- Parameters: 2B
- Download: Only companion files are available
- Per-file SHA-256: available for 10 of 10 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 426
- Stars: 6
- Card completeness: 96%

## Description

External Hugging Face catalog record for nanovdr/NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML. Task: sentence similarity. Library: sentence transformers. Languages: en, de, fr, es, it, pt. Datasets referenced by card metadata: openbmb/VisRAG-Ret-Train-Synthetic-data, openbmb/VisRAG-Ret-Train-In-domain-data, vidore/colpali_train_set, llamaindex/vdr-multilingual-train. Base model: distilbert/distilbert-base-uncased. Includes 2 model-card evaluation signals. Popularity signal at import: 426 downloads and 6 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: sentence-similarity
- Library: sentence-transformers
- Base model: distilbert/distilbert-base-uncased
- Task categories: sentence-similarity
- Languages: en, de, fr, es, it, pt
- Referenced datasets: openbmb/VisRAG-Ret-Train-Synthetic-data, openbmb/VisRAG-Ret-Train-In-domain-data, vidore/colpali_train_set, llamaindex/vdr-multilingual-train
- Paper ids: 2603.12824
- Model-index entries: NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML
- Evaluation signals: 2 model-card eval results
- File hints: 16 upstream file samples

## Evaluation Signals

- ViDoRe v1: NDCG@5 = 82.2 (retrieval)
- ViDoRe v2: NDCG@5 = 61.9 (retrieval)

## Referenced Data

- Dataset: openbmb/VisRAG-Ret-Train-Synthetic-data
- Dataset: openbmb/VisRAG-Ret-Train-In-domain-data
- Dataset: vidore/colpali_train_set
- Dataset: llamaindex/vdr-multilingual-train
- Paper: 2603.12824

## File Hints

- .gitattributes (1.6 KB)
- 0_Transformer/config.json (494 B)
- 0_Transformer/model.safetensors (253 MB) LFS
- 0_Transformer/sentence_bert_config.json (52 B)
- 0_Transformer/special_tokens_map.json (125 B)
- 0_Transformer/tokenizer.json (695 KB)
- 0_Transformer/tokenizer_config.json (1.2 KB)
- 0_Transformer/vocab.txt (226 KB)
- 1_Pooling/config.json (270 B)
- 2_Dense/config.json (124 B)
- 2_Dense/pytorch_model.bin (2.3 MB) LFS
- 3_Dense/config.json (125 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-23T02:01:57.805Z.
- Open license detected as apache-2.0.
- Model-index metadata found for NanoVDR-Q-DistilBERT-Qwen3VL2B-2048-ML.
- Model card references dataset context: openbmb/VisRAG-Ret-Train-Synthetic-data, openbmb/VisRAG-Ret-Train-In-domain-data, vidore/colpali_train_set, llamaindex/vdr-multilingual-train.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-nanovdr-nanovdr-q-distilbert-qwen3vl2b-2048-ml/decentralized-fallbacks