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finetuning-l3-bert-latest
swadesh7/finetuning-l3-bert-latest
finetuning-l3-bert-latest is a text classification model from swadesh7. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- May 13, 2023
- Updated
- May 13, 2023
- SHA
- 23b31a3a
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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. -->
finetuning-l3-bert-latest
This model is a fine-tuned version of l3cube-pune/telugu-bert on an unknown dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.6283
- eval_accuracy: 0.7558
- eval_f1: 0.7529
- eval_runtime: 79.9067
- eval_samples_per_second: 51.61
- eval_steps_per_second: 6.458
- step: 0
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Framework versions
- Transformers 4.29.0
- Pytorch 1.13.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Created
- May 13, 2023
- Updated
- May 13, 2023