Downloads · 30 days
23
45% of all-time downloads
flan-t5-base-finetuned-frnet-300ct-7e
RohanHBTU/flan-t5-base-finetuned-frnet-300ct-7e
flan-t5-base-finetuned-frnet-300ct-7e is a machine learning model from RohanHBTU. 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. --
All-time downloads
51
Public
Parameters
248M
105 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors990 MB · 100%
At a glance
- Library
- transformers
- Model type
- t5
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Jul 6, 2024
- SHA
- ef90f3b9
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. -->
flan-t5-base-finetuned-frnet-300ct-7e
This model is a fine-tuned version of RohanHBTU/flan-t5-base-finetuned-frnet-300ct-4e on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4854
- Bleu: 43.2024
- Gen Len: 87.8205
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: 2
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.5653 | 1.0 | 17548 | 0.5172 | 41.7992 | 89.1587 |
| 0.5663 | 2.0 | 35096 | 0.4939 | 42.9805 | 88.0114 |
| 0.5107 | 3.0 | 52644 | 0.4854 | 43.2024 | 87.8205 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
- Library
- transformers
- Type
- t5
- Created
- Jul 6, 2024
- Updated
- Jul 6, 2024