e248c6d3-6fd0-4016-852e-ca1427d909c0
This model is a fine-tuned version of unsloth/SmolLM-360M-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1434
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: 0.000211
- train_batch_size: 4
- eval_batch_size: 4
- seed: 110
- 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 | 0.0000 | 1 | 2.4983 |
1.6178 | 0.0008 | 50 | 1.3963 |
1.3294 | 0.0017 | 100 | 1.2273 |
1.3647 | 0.0025 | 150 | 1.1925 |
1.3764 | 0.0033 | 200 | 1.1909 |
1.2833 | 0.0041 | 250 | 1.1680 |
1.2849 | 0.0050 | 300 | 1.1614 |
1.3075 | 0.0058 | 350 | 1.1527 |
1.3619 | 0.0066 | 400 | 1.1460 |
1.2323 | 0.0074 | 450 | 1.1437 |
1.4035 | 0.0083 | 500 | 1.1434 |
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 lesso11/e248c6d3-6fd0-4016-852e-ca1427d909c0
Base model
HuggingFaceTB/SmolLM-360M
Quantized
HuggingFaceTB/SmolLM-360M-Instruct
Finetuned
unsloth/SmolLM-360M-Instruct