Downloads · 30 days
13
4% of all-time downloads
IndicBART_new_3
october-sd/IndicBART_new_3
IndicBART_new_3 is a summarization model from october-sd. Use it when you need a shorter version of a longer text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
327
Public
Parameters
244M
7.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors976 MB · 100%
At a glance
- Task
- Summarization
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Apr 10, 2024
- Updated
- Apr 10, 2024
- SHA
- 8fb4d475
Try a prompt
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. -->
IndicBART_new_3
This model is a fine-tuned version of ai4bharat/IndicBART on the None dataset. It achieves the following results on the evaluation set:
- Loss: 2.8057
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: 0.001
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 1024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.96 | 11 | 3.4487 |
| No log | 2.0 | 23 | 3.2077 |
| No log | 2.96 | 34 | 2.9933 |
| No log | 4.0 | 46 | 2.8723 |
| No log | 4.96 | 57 | 2.8318 |
| No log | 6.0 | 69 | 2.8169 |
| No log | 6.96 | 80 | 2.8047 |
| No log | 7.65 | 88 | 2.8057 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.15.0
- Tokenizers 0.15.2
- Task
- Summarization
- Library
- transformers
- Type
- mbart
- Created
- Apr 10, 2024
- Updated
- Apr 10, 2024