HF Model & Benchmark Matrix

24,078 variants · 14,984 scores · 120 benchmarks

nemotron-colembed-vl-4b-v2

nvidia/nemotron-colembed-vl-4b-v2

kind
original
quant
bf16 (16-bit)
family
nemotron
modality
visual-document-retrieval
root model
nvidia/nemotron-colembed-vl-4b-v2
provider
nvidia
license
cc-by-nc-4.0
language
multilingual
context
—
library
transformers
vRAM (GB)
—
size on disk
—
downloads
30,733
likes
38
created
—
last modified
2026-02-21T01:02:24+00:00 (2026)
huggingface
https://huggingface.co/nvidia/nemotron-colembed-vl-4b-v2
tags
transformerssafetensorsqwen3_vl_nemotron_embedfeature-extractiontextimagevidorecolpalimultimodal-embeddingmultilingual-embeddingText-to-Visual Document (T→VD) retrievalvisual-document-retrievalcustom_codemultilingualarxiv:2602.03992arxiv:2511.21631license:cc-by-nc-4.0region:us

Benchmark scores (1)

benchmarkcategoryscorecontextconfevidence
DocVQAmultimodal68.05low| **nemotron-colembed-8b** | **92.65** | 93.08 | 68.05 | 94.56 | 93.30 | 100.00 | 97.89 | 98.89 | 99.63 | 97.74 | 83.37 |

Discussions (0)

none scraped.

Hugging Face model & benchmark data scraped & matrix-ified. 24,078 variants · 14,984 scores · 120 benchmarks.