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polish-ocr-lora-broken
kacperwikiel/polish-ocr-lora-broken
polish-ocr-lora-broken is a image-text-to-text model from kacperwikiel. 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 peft. The card lists the license as apache-2.0.
WARNING: This model is broken and produces garbage output. It is uploaded for archival/experimental purposes only.
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At a glance
- Task
- Image-Text-to-Text
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Dec 30, 2025
- Updated
- Dec 30, 2025
- SHA
- ceb5cc20
Base models
Model card
From the Hugging Face model README
Polish OCR LoRA (BROKEN - DO NOT USE IN PRODUCTION)
WARNING: This model is broken and produces garbage output. It is uploaded for archival/experimental purposes only.
Status: FAILED EXPERIMENT
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.
Known Issues
- Model produces hallucinated text
- Poor accuracy on Polish characters (especially: a, e, o, s, z, n, c, l)
- Inconsistent output quality
- May output repetitive or nonsensical text
Model Details
- Base Model: PaddlePaddle/PaddleOCR-VL
- Adapter Type: LoRA (r=16, alpha=32)
- Target Modules: q_proj, v_proj, o_proj, k_proj
- Task: Polish document OCR (attempted)
- Language: Polish
- Training Data: Synthetic Polish OCR dataset (10k samples)
- Framework: PEFT 0.18.0
Why Upload a Broken Model?
- Transparency: To document what doesn't work
- Reproducibility: Others can learn from this failure
- Baseline: Can be used as a negative example for benchmarking
Training Configuration
LoRA rank: 16
LoRA alpha: 32
Dropout: 0.05
Checkpoints: 846 steps
Do Not Use For
- Production OCR systems
- Any task requiring accurate text extraction
- Anything where correctness matters
License
Apache 2.0
Framework Versions
- PEFT 0.18.0
- Transformers (latest at time of training)
- Task
- Image-Text-to-Text
- Library
- peft
- License
- apache-2.0
- Languages
- pl
- Created
- Dec 30, 2025
- Updated
- Dec 30, 2025