Image-Text-to-Text
PEFT
Safetensors
chart-understanding
finance
vision-language
lora
chart-to-table
ocr
conversational
Instructions to use varadsrivastava/FinChart-VL-4B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use varadsrivastava/FinChart-VL-4B with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-VL-4B-Instruct") model = PeftModel.from_pretrained(base_model, "varadsrivastava/FinChart-VL-4B") - Notebooks
- Google Colab
- Kaggle
Commit History
15 days ago
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Citation: ACM proceedings booktitle and DOI 10.1145/3858063.3858868
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Add license: cc-by-nc-4.0 (matches dataset)
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Citation: full author name (Victor Daniel Casas Hernandez)
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Results heading: scored with our released harness (official repo has no answer parser)
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Card: full re-run comparison (Qwen2-VL, DeepSeek-VL2, TinyChart, ChartGemma, Chart-R1), extraction baselines, scorer note
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16 days ago
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Card: quote-tolerant MC parsing (backbone .677), Qwen2.5-VL-7B re-run under the same harness
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Card: backbone row re-run with matched token caps (.757/.316/.668); harness link; correct max_pixels note
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18 days ago
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Update repo id after rename
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Update model card for ICAIF 26 camera-ready
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