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distillbert-base-spanish-uncased_finetuned_with-Llama2-Knowledge-Distillation
tatakof/distillbert-base-spanish-uncased_finetuned_with-Llama2-Knowledge-Distillation
distillbert-base-spanish-uncased_finetuned_with-Llama2-Knowledge-Distillation is a fill-mask model from tatakof. Use it when you need the model to fill a missing word. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Oct 3, 2023
- Updated
- May 27, 2024
- SHA
- fd540ed5
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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. -->
distillbert-base-spanish-uncased_finetuned_with-Llama2-Knowledge-Distillation
This model is a fine-tuned version of CenIA/distillbert-base-spanish-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.3701
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: 3.571428571428572e-07
- train_batch_size: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.8547 | 1.0 | 8 | 3.5585 |
| 3.7087 | 2.0 | 16 | 3.7027 |
| 3.7771 | 3.0 | 24 | 3.8879 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- distilbert
- Created
- Oct 3, 2023
- Updated
- May 27, 2024