19c9470b-7c4c-4bce-b147-133395cc78d3
This model is a fine-tuned version of unsloth/SmolLM-1.7B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9071
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: 0.000203
- train_batch_size: 4
- eval_batch_size: 4
- seed: 30
- 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 | 2.2472 |
2.0014 | 0.0015 | 50 | 1.9972 |
2.0669 | 0.0031 | 100 | 1.9456 |
2.0544 | 0.0046 | 150 | 1.9328 |
2.043 | 0.0062 | 200 | 1.9235 |
2.0116 | 0.0077 | 250 | 1.9160 |
2.0465 | 0.0092 | 300 | 1.9170 |
2.0272 | 0.0108 | 350 | 1.9102 |
2.025 | 0.0123 | 400 | 1.9075 |
2.1645 | 0.0139 | 450 | 1.9057 |
1.8561 | 0.0154 | 500 | 1.9071 |
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 lesso03/19c9470b-7c4c-4bce-b147-133395cc78d3
Base model
HuggingFaceTB/SmolLM-1.7B
Quantized
HuggingFaceTB/SmolLM-1.7B-Instruct
Finetuned
unsloth/SmolLM-1.7B-Instruct