4db96eb9-ea0a-47e6-912b-cf2d9e95c539
This model is a fine-tuned version of berkeley-nest/Starling-LM-7B-alpha on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8710
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: 0.000213
- train_batch_size: 4
- eval_batch_size: 4
- seed: 130
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 50
- training_steps: 500
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.0004 | 1 | 0.9480 |
| 1.724 | 0.0224 | 50 | 0.8471 |
| 1.8562 | 0.0449 | 100 | 0.9401 |
| 1.9255 | 0.0673 | 150 | 0.9035 |
| 1.9318 | 0.0897 | 200 | 0.8710 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
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Model tree for lesso13/4db96eb9-ea0a-47e6-912b-cf2d9e95c539
Base model
berkeley-nest/Starling-LM-7B-alpha