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IndicBART_new_2
october-sd/IndicBART_new_2
IndicBART_new_2 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. --
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At a glance
- Task
- Summarization
- Library
- transformers
- Model type
- mbart
- Access
- Public
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024
- SHA
- e7cd2ba2
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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. -->
IndicBART_new_2
This model is a fine-tuned version of ai4bharat/IndicBART on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.3218
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
- lr_scheduler_warmup_steps: 500
- num_epochs: 8
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.96 | 11 | 5.4424 |
| No log | 2.0 | 23 | 4.3784 |
| No log | 2.96 | 34 | 4.0395 |
| No log | 4.0 | 46 | 3.7066 |
| No log | 4.96 | 57 | 3.5332 |
| No log | 6.0 | 69 | 3.4435 |
| No log | 6.96 | 80 | 3.3687 |
| No log | 7.65 | 88 | 3.3218 |
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 7, 2024
- Updated
- Apr 7, 2024