Downloads · 30 days
5
13% of all-time downloads
flan-t5-small-asap_t4_f3_prompt_adherence
salbatarni/flan-t5-small-asap_t4_f3_prompt_adherence
flan-t5-small-asap_t4_f3_prompt_adherence is a machine learning model from salbatarni. 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. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
40
Public
Parameters
77M
309 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors308 MB · 99%
At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024
- SHA
- ef03240c
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-small-asap_t4_f3_prompt_adherence
This model is a fine-tuned version of google/flan-t5-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0671
- Rouge1: 83.3724
- Rouge2: 78.8702
- Rougel: 83.3375
- Rougelsum: 83.3498
- Gen Len: 12.1455
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: 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 266 | 0.0929 | 79.8647 | 74.2176 | 79.8122 | 79.8407 | 12.0932 |
| 0.4053 | 2.0 | 532 | 0.0703 | 82.3346 | 77.6611 | 82.3273 | 82.3379 | 12.1554 |
| 0.4053 | 3.0 | 798 | 0.0653 | 82.7695 | 78.1829 | 82.7524 | 82.7387 | 12.1624 |
| 0.0748 | 4.0 | 1064 | 0.0653 | 83.5716 | 79.168 | 83.5269 | 83.5043 | 12.1568 |
| 0.0748 | 5.0 | 1330 | 0.0671 | 83.3724 | 78.8702 | 83.3375 | 83.3498 | 12.1455 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Mar 2, 2024
- Updated
- Mar 2, 2024