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QuizBot.AI-t5-small-Lr
Sujithanumala/QuizBot.AI-t5-small-Lr
QuizBot.AI-t5-small-Lr is a machine learning model from Sujithanumala. 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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At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Feb 16, 2024
- Updated
- Feb 16, 2024
- SHA
- abb8d3bd
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. -->
QuizBot.AI-t5-small-Lr
This model is a fine-tuned version of Sujithanumala/QuizBot.AI-base on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 1.5283
- eval_rouge1: 27.0975
- eval_rouge2: 9.1597
- eval_rougeL: 24.2864
- eval_rougeLsum: 24.3039
- eval_runtime: 30.0819
- eval_samples_per_second: 36.268
- eval_steps_per_second: 2.294
- epoch: 1.0
- step: 1443
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: 0.001
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Framework versions
- Transformers 4.27.2
- Pytorch 1.13.1+cu117
- Datasets 2.17.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- t5
- Created
- Feb 16, 2024
- Updated
- Feb 16, 2024