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bert-base-uncased-fibe-v3
pilotj/bert-base-uncased-fibe-v3
bert-base-uncased-fibe-v3 is a text classification model from pilotj. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Sep 29, 2024
- Updated
- Sep 29, 2024
- SHA
- 9d8f3875
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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. -->
bert-base-uncased-fibe-v3
This model is a fine-tuned version of biggy-smiley/bert-base-uncased-fibe-v2 on the None dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.4755
- eval_runtime: 40.9898
- eval_samples_per_second: 253.722
- eval_steps_per_second: 3.977
- epoch: 1.0311
- step: 15500
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: 32
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Framework versions
- Transformers 4.45.1
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.20.0
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Sep 29, 2024
- Updated
- Sep 29, 2024