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Best-clean-ViMrcbase-TFIDF-version-2
SalmonAI123/Best-clean-ViMrcbase-TFIDF-version-2
Best-clean-ViMrcbase-TFIDF-version-2 is a question answering model from SalmonAI123. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as cc-by-nc-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- cc-by-nc-4.0
- Model type
- roberta
- Access
- Public
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023
- SHA
- df830d08
Try a prompt
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. -->
Best-clean-ViMrcbase-TFIDF-version-2
This model is a fine-tuned version of nguyenvulebinh/vi-mrc-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7006
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: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7836 | 1.0 | 614 | 0.6789 |
| 0.4418 | 2.0 | 1228 | 0.7006 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Task
- Question Answering
- Library
- transformers
- Type
- roberta
- License
- cc-by-nc-4.0
- Created
- Oct 26, 2023
- Updated
- Oct 26, 2023