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sentenec30kv2
fia24/sentenec30kv2
sentenec30kv2 is a machine learning model from fia24. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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.safetensors990 MB · 100%
At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Feb 3, 2024
- Updated
- Feb 3, 2024
- SHA
- 8e02b45c
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. -->
sentenec30kv2
This model is a fine-tuned version of csebuetnlp/banglat5 on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.1100
- eval_bleu: 88.2797
- eval_Val Accuracy: 0.683
- eval_Word_accuracy: 0.9845
- eval_gen_len: 14.3727
- eval_runtime: 141.8398
- eval_samples_per_second: 21.151
- eval_steps_per_second: 1.325
- epoch: 9.0
- step: 4005
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: 0.0005
- train_batch_size: 54
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 200
Framework versions
- Transformers 4.35.2
- Pytorch 1.13.1+cu117
- Datasets 2.16.1
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- Created
- Feb 3, 2024
- Updated
- Feb 3, 2024