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TomasFAV
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Pix2StructCzechInvoiceV012

Image-Text-to-Text
Transformers
TensorBoard
Safetensors
pix2struct
Generated from Trainer
invoice-processing
information-extraction
czech-language
document-ai
multimodal-model
generative-model
synthetic-data
hybrid-data
Model card Files
xet
 Metrics Community
TomasFAV commited on
Commit
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Files changed (3) hide show
  1. README.md +15 -17
  2. model.safetensors +1 -1
  3. runs/Mar15_00-30-03_77b291cf41b2/events.out.tfevents.1773537770.77b291cf41b2.11106.1 +3 -0
README.md CHANGED
@@ -1,25 +1,23 @@
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  ---
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  library_name: transformers
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- license: apache-2.0
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- base_model: TomasFAV/Pix2StructCzechInvoice
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  tags:
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  - generated_from_trainer
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  metrics:
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  - f1
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  model-index:
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- - name: Pix2StructCzechInvoiceV1
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # Pix2StructCzechInvoiceV1
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- This model is a fine-tuned version of [TomasFAV/Pix2StructCzechInvoice](https://huggingface.co/TomasFAV/Pix2StructCzechInvoice) on an unknown dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.4679
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- - F1: 0.6432
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  ## Model description
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@@ -52,16 +50,16 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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- | 0.1978 | 1.0 | 75 | 0.3757 | 0.5804 |
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- | 0.1031 | 2.0 | 150 | 0.3578 | 0.6399 |
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- | 0.0725 | 3.0 | 225 | 0.3504 | 0.6318 |
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- | 0.0512 | 4.0 | 300 | 0.3929 | 0.6396 |
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- | 0.0500 | 5.0 | 375 | 0.4072 | 0.6394 |
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- | 0.0462 | 6.0 | 450 | 0.4655 | 0.4377 |
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- | 0.0502 | 7.0 | 525 | 0.6320 | 0.3384 |
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- | 0.0528 | 8.0 | 600 | 0.4835 | 0.5018 |
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- | 0.0393 | 9.0 | 675 | 0.4679 | 0.6432 |
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- | 0.0392 | 10.0 | 750 | 0.5330 | 0.4931 |
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  ### Framework versions
 
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  ---
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  library_name: transformers
 
 
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  tags:
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  - generated_from_trainer
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  metrics:
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  - f1
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  model-index:
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+ - name: Pix2StructCzechInvoiceV2
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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+ # Pix2StructCzechInvoiceV2
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+ This model was trained from scratch on an unknown dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 0.2521
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+ - F1: 0.7311
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  ## Model description
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  | Training Loss | Epoch | Step | Validation Loss | F1 |
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  |:-------------:|:-----:|:----:|:---------------:|:------:|
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+ | 0.3432 | 1.0 | 115 | 0.2771 | 0.6644 |
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+ | 0.1942 | 2.0 | 230 | 0.2611 | 0.6745 |
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+ | 0.1934 | 3.0 | 345 | 0.2521 | 0.7311 |
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+ | 0.1325 | 4.0 | 460 | 0.2665 | 0.7133 |
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+ | 0.1131 | 5.0 | 575 | 0.2686 | 0.6762 |
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+ | 0.1125 | 6.0 | 690 | 0.2601 | 0.7277 |
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+ | 0.1011 | 7.0 | 805 | 0.2962 | 0.7118 |
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+ | 0.1229 | 8.0 | 920 | 0.2893 | 0.7095 |
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+ | 0.0861 | 9.0 | 1035 | 0.3019 | 0.6931 |
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+ | 0.0860 | 10.0 | 1150 | 0.3167 | 0.7186 |
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  ### Framework versions
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