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Qwen3-VL-2B-Instruct-bg
petkopetkov/Qwen3-VL-2B-Instruct-bg
Qwen3-VL-2B-Instruct-bg is a image-text-to-text model from petkopetkov. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
Qwen3-VL-2B-Instruct fine-tuned on subsets of the FineVision dataset translated to Bulgarian language - https://huggingface.co/datasets/petkopetkov/FineVision-bg
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen3_vl
- Access
- Public
- Created
- Nov 11, 2025
- Updated
- Nov 15, 2025
- SHA
- e8a59978
Try a prompt
Base models
Model card
From the Hugging Face model README
Qwen3-VL-2B-Instruct fine-tuned on subsets of the FineVision dataset translated to Bulgarian language - https://huggingface.co/datasets/petkopetkov/FineVision-bg
Initial results on translated versions of MMMU_val, MMStar and MME:
| Benchmark | Metric | Base (Qwen2-VL 2B Instruct) | Finetuned | Δ (Finetuned − Base) | Δ % |
|---|---|---|---|---|---|
| MMMU_val_bg | score | 0.29 | 0.2911 | +0.0011 | +0.38% |
| MMStar_bg | average | 0.0215 | 0.0074 | -0.0141 | -65.58% |
| MMStar_bg | coarse perception | 0.0924 | 0.0000 | -0.0924 | -100.00% |
| MMStar_bg | fine-grained perception | 0.0112 | 0.0140 | +0.0028 | +25.00% |
| MMStar_bg | instance reasoning | 0.0150 | 0.0067 | -0.0083 | -55.33% |
| MMStar_bg | logical reasoning | 0.0066 | 0.0030 | -0.0036 | -54.55% |
| MMStar_bg | math | 0.0039 | 0.0000 | -0.0039 | -100.00% |
| MMStar_bg | science & technology | 0.0000 | 0.0206 | +0.0206 | — |
| MME_bg | mme_cognition_score | 411.4286 | 421.0714 | +9.6428 | +2.34% |
| MME_bg | mme_perception_score | 1310.1282 | 1307.4054 | -2.7228 | -0.21% |
Training and evaluation code is available on https://github.com/petkokp/llm_notebooks/tree/main/bulgarian_llms
Uploaded model
- Developed by: petkopetkov
- License: apache-2.0
- Finetuned from model : unsloth/Qwen3-VL-2B-Instruct
This qwen3_vl model was trained 2x faster with Unsloth and Huggingface's TRL library.
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- qwen3_vl
- License
- apache-2.0
- Languages
- en
- Created
- Nov 11, 2025
- Updated
- Nov 15, 2025