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DS-Chatbot-Bloomz-finetune-vip_1
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7073
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.977 | 2.16 | 200 | 1.2385 |
| 0.7634 | 4.32 | 400 | 1.3605 |
| 0.5588 | 6.48 | 600 | 1.5444 |
| 0.4353 | 8.64 | 800 | 1.7073 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1
- Datasets 2.13.0
- Tokenizers 0.13.3
