Translation
Transformers
Safetensors
t5
text2text-generation
en-es
spanish
flan-t5
Generated from Trainer
text-generation-inference
Instructions to use adcelis/opus-books-en-es-flan-t5-small with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use adcelis/opus-books-en-es-flan-t5-small with Transformers:
# Use a pipeline as a high-level helper # Warning: Pipeline type "translation" is no longer supported in transformers v5. # You must load the model directly (see below) or downgrade to v4.x with: # 'pip install "transformers<5.0.0' from transformers import pipeline pipe = pipeline("translation", model="adcelis/opus-books-en-es-flan-t5-small")# Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("adcelis/opus-books-en-es-flan-t5-small") model = AutoModelForSeq2SeqLM.from_pretrained("adcelis/opus-books-en-es-flan-t5-small", device_map="auto") - Notebooks
- Google Colab
- Kaggle
opus-books-en-es-flan-t5-small
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 2.1470
- Bleu: 5.6608
- Gen Len: 61.591
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: 5.6e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 2.5405 | 1.0 | 2500 | 2.1857 | 5.2717 | 62.9475 |
| 2.4592 | 2.0 | 5000 | 2.1470 | 5.6608 | 61.591 |
Framework versions
- Transformers 5.5.0
- Pytorch 2.10.0+cu128
- Datasets 4.8.4
- Tokenizers 0.22.2
- Downloads last month
- 17
Model tree for adcelis/opus-books-en-es-flan-t5-small
Base model
google/flan-t5-small