climate
This model is a fine-tuned version of meta-llama/Llama-3.1-8B-Instruct on the climate_1_day dataset. It achieves the following results on the evaluation set:
- Loss: 1.4520
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: 0.0001
- train_batch_size: 12
- eval_batch_size: 12
- seed: 42
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 24
- total_eval_batch_size: 24
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: cosine
- num_epochs: 1
Training results
Training Loss | Epoch | Step | Validation Loss |
---|---|---|---|
1.8708 | 0.0267 | 10 | 1.7567 |
1.7168 | 0.0533 | 20 | 1.6884 |
1.6815 | 0.08 | 30 | 1.6499 |
1.6333 | 0.1067 | 40 | 1.6236 |
1.6028 | 0.1333 | 50 | 1.6039 |
1.5665 | 0.16 | 60 | 1.5895 |
1.574 | 0.1867 | 70 | 1.5772 |
1.5862 | 0.2133 | 80 | 1.5648 |
1.5218 | 0.24 | 90 | 1.5564 |
1.5451 | 0.2667 | 100 | 1.5466 |
1.5011 | 0.2933 | 110 | 1.5382 |
1.5182 | 0.32 | 120 | 1.5328 |
1.5331 | 0.3467 | 130 | 1.5240 |
1.5096 | 0.3733 | 140 | 1.5180 |
1.5433 | 0.4 | 150 | 1.5125 |
1.4919 | 0.4267 | 160 | 1.5082 |
1.5119 | 0.4533 | 170 | 1.5037 |
1.4898 | 0.48 | 180 | 1.4962 |
1.4879 | 0.5067 | 190 | 1.4910 |
1.4813 | 0.5333 | 200 | 1.4869 |
1.4776 | 0.56 | 210 | 1.4821 |
1.4786 | 0.5867 | 220 | 1.4783 |
1.4825 | 0.6133 | 230 | 1.4740 |
1.4525 | 0.64 | 240 | 1.4710 |
1.4794 | 0.6667 | 250 | 1.4680 |
1.4785 | 0.6933 | 260 | 1.4655 |
1.4523 | 0.72 | 270 | 1.4628 |
1.4618 | 0.7467 | 280 | 1.4605 |
1.4751 | 0.7733 | 290 | 1.4581 |
1.4263 | 0.8 | 300 | 1.4561 |
1.4421 | 0.8267 | 310 | 1.4548 |
1.4824 | 0.8533 | 320 | 1.4539 |
1.4675 | 0.88 | 330 | 1.4531 |
1.4891 | 0.9067 | 340 | 1.4525 |
1.4617 | 0.9333 | 350 | 1.4520 |
1.4404 | 0.96 | 360 | 1.4521 |
1.44 | 0.9867 | 370 | 1.4520 |
Framework versions
- PEFT 0.12.0
- Transformers 4.46.0
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.20.1
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Model tree for Howard881010/climate-1day
Base model
meta-llama/Llama-3.1-8B
Finetuned
meta-llama/Llama-3.1-8B-Instruct