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univ-docu-mod
pacman2223/univ-docu-mod
univ-docu-mod is a document question answering model from pacman2223. Use it for the document question answering 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 cc-by-nc-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Document Question Answering
- Library
- transformers
- License
- cc-by-nc-sa-4.0
- Model type
- layoutlmv2
- Access
- Public
- Created
- Jul 29, 2024
- Updated
- Jul 30, 2024
- SHA
- 8aa4b867
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
univ-docu-mod
This model is a fine-tuned version of microsoft/layoutlmv2-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 3.1421
- eval_runtime: 320.43
- eval_samples_per_second: 0.593
- eval_steps_per_second: 0.075
- epoch: 1.3274
- step: 300
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2+cpu
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Document Question Answering
- Library
- transformers
- Type
- layoutlmv2
- License
- cc-by-nc-sa-4.0
- Created
- Jul 29, 2024
- Updated
- Jul 30, 2024