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indictrans-en-ne-checkpoint-1B
jefson08/indictrans-en-ne-checkpoint-1B
indictrans-en-ne-checkpoint-1B is a machine learning model from jefson08. 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. --
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At a glance
- Library
- transformers
- Model type
- IndicTrans
- Access
- Public
- Created
- Aug 26, 2024
- Updated
- Sep 23, 2024
- SHA
- 9e237a7f
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. -->
indictrans-en-ne-checkpoint-1B
This model is a fine-tuned version of indictrans-en-ne-checkpoint-1B/checkpoint-431 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1392
- Bleu: 36.0128
- Chrf: 60.1977
- Num Input Tokens Seen: 196608000
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: 0.0002
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-08
- lr_scheduler_type: inverse_sqrt
- lr_scheduler_warmup_steps: 500
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Chrf | Input Tokens Seen |
|---|---|---|---|---|---|---|
| 0.1655 | 0.2897 | 1000 | 0.1563 | 32.3875 | 57.9890 | 65536000 |
| 0.1545 | 0.5795 | 2000 | 0.1433 | 35.2047 | 59.6328 | 131072000 |
| 0.1471 | 0.8692 | 3000 | 0.1392 | 36.0128 | 60.1977 | 196608000 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.2.1+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- IndicTrans
- Created
- Aug 26, 2024
- Updated
- Sep 23, 2024