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--- |
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base_model: PaddlePaddle/PaddleOCR-VL |
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library_name: peft |
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pipeline_tag: image-text-to-text |
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language: |
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- pl |
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tags: |
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- base_model:adapter:PaddlePaddle/PaddleOCR-VL |
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- lora |
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- transformers |
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- ocr |
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- polish |
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- experimental |
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- broken |
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license: apache-2.0 |
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--- |
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# Polish OCR LoRA (BROKEN - DO NOT USE IN PRODUCTION) |
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**WARNING: This model is broken and produces garbage output. It is uploaded for archival/experimental purposes only.** |
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## Status: FAILED EXPERIMENT |
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This is a LoRA adapter fine-tuned on PaddleOCR-VL for Polish OCR tasks. The training did not converge properly and the model outputs are unreliable. |
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### Known Issues |
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- Model produces hallucinated text |
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- Poor accuracy on Polish characters (especially: a, e, o, s, z, n, c, l) |
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- Inconsistent output quality |
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- May output repetitive or nonsensical text |
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## Model Details |
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- **Base Model:** PaddlePaddle/PaddleOCR-VL |
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- **Adapter Type:** LoRA (r=16, alpha=32) |
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- **Target Modules:** q_proj, v_proj, o_proj, k_proj |
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- **Task:** Polish document OCR (attempted) |
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- **Language:** Polish |
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- **Training Data:** Synthetic Polish OCR dataset (10k samples) |
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- **Framework:** PEFT 0.18.0 |
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## Why Upload a Broken Model? |
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1. **Transparency:** To document what doesn't work |
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2. **Reproducibility:** Others can learn from this failure |
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3. **Baseline:** Can be used as a negative example for benchmarking |
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## Training Configuration |
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``` |
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LoRA rank: 16 |
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LoRA alpha: 32 |
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Dropout: 0.05 |
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Checkpoints: 846 steps |
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``` |
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## Do Not Use For |
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- Production OCR systems |
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- Any task requiring accurate text extraction |
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- Anything where correctness matters |
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## License |
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Apache 2.0 |
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## Framework Versions |
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- PEFT 0.18.0 |
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- Transformers (latest at time of training) |
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