---
title: vidore/colpali-v1.3-hf
description: > [!IMPORTANT] > This version of ColPali should be loaded with the `transformers 🤗` release, not with `colpali-engine`. > It was converted . PaliGemma, 3.0B parameters.
canonical_url: https://superlinked.com/models/vidore-colpali-v1-3-hf
last_updated: 2026-05-25
---

# vidore/colpali-v1.3-hf

> [!IMPORTANT] > This version of ColPali should be loaded with the `transformers 🤗` release, not with `colpali-engine`. > It was converted using the `convert_colpali_weights_to_hf.py` script > from the `vidore/colpali-v1.3-merged` checkpoint.

Source: [vidore/colpali-v1.3-hf on HuggingFace](https://huggingface.co/vidore/colpali-v1.3-hf)
Base model: [vidore/colpaligemma-3b-pt-448-base](https://huggingface.co/vidore/colpaligemma-3b-pt-448-base)

## Overview

| Field | Value |
|-------|-------|
| Architecture | PaliGemma |
| Parameters | 3.0B |
| Tasks | Encode |
| Outputs | Multi-Vec |
| Dimensions | Multi-Vec: 128 |
| Max sequence length | 2,048 tokens |
| License | gemma |
| Inputs | text, image |
| Languages | en |

## Benchmarks

### Vidore3ComputerScienceRetrieval

Domain: technology · Task: retrieval · Language: en

Visual document retrieval on computer science papers and slides

**Performance (L4 b1 c16):** Corpus 23.2 mpix/s · Corpus p50 579.6ms · Query 484 tok/s · Query p50 266.9ms

[Reference](https://arxiv.org/abs/2601.08620)

### Vidore3FinanceEnRetrieval

Domain: finance · Task: retrieval · Language: en

Visual document retrieval on financial reports

**Performance (L4 b1 c16):** Corpus 22.8 mpix/s · Corpus p50 583.7ms · Query 469 tok/s · Query p50 252.6ms

[Reference](https://arxiv.org/abs/2601.08620)

### Vidore3HrRetrieval

Domain: general · Task: retrieval · Language: en

Visual document retrieval on HR-related documents

**Performance (L4 b1 c16):** Corpus 23.5 mpix/s · Corpus p50 585.1ms · Query 562 tok/s · Query p50 261.5ms

[Reference](https://arxiv.org/abs/2601.08620)

### Vidore3PharmaceuticalsRetrieval

Domain: medical · Task: retrieval · Language: en

Visual document retrieval on pharmaceutical documents

**Performance (L4 b1 c16):** Corpus 16.3 mpix/s · Corpus p50 575.6ms · Query 538 tok/s · Query p50 250.7ms

[Reference](https://arxiv.org/abs/2601.08620)