metadata
library_name: transformers
tags:
- generated_from_trainer
model-index:
- name: pints_paged_adamw_32bit_warmup0.02
results: []
pints_paged_adamw_32bit_warmup0.02
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 7.4135
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 2048
- total_train_batch_size: 2048
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.01
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 10.8665 | 0.0020 | 208 | 10.5405 |
| 9.771 | 0.0040 | 416 | 9.3305 |
| 8.9825 | 0.0060 | 624 | 8.5321 |
| 8.2362 | 0.0080 | 832 | 7.9837 |
| 7.8471 | 0.0100 | 1040 | 7.6779 |
| 7.5529 | 0.0120 | 1248 | 7.4253 |
| 7.3361 | 0.0140 | 1456 | 7.2233 |
| 7.137 | 0.0160 | 1664 | 7.0466 |
| 7.0123 | 0.0180 | 1872 | 6.9768 |
| 6.9564 | 0.0200 | 2080 | 6.9193 |
| 6.9615 | 0.0220 | 2288 | 6.9234 |
| 6.9531 | 0.0240 | 2496 | 6.9235 |
| 6.9675 | 0.0260 | 2704 | 6.9571 |
| 6.9392 | 0.0280 | 2912 | 6.9076 |
| 7.3212 | 0.9604 | 3120 | 7.4135 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.3.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1