8ffcc74f-fb1a-41a3-b83d-4c4d800b7ce5
This model is a fine-tuned version of unsloth/SmolLM2-1.7B-Instruct on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2684
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: 0.000217
- train_batch_size: 4
- eval_batch_size: 4
- seed: 170
- 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 | 0.9226 |
0.3205 | 0.0007 | 50 | 0.3274 |
0.3013 | 0.0013 | 100 | 0.2924 |
0.3417 | 0.0020 | 150 | 0.2947 |
0.2705 | 0.0027 | 200 | 0.2851 |
0.2784 | 0.0033 | 250 | 0.2801 |
0.2194 | 0.0040 | 300 | 0.2743 |
0.2545 | 0.0047 | 350 | 0.2727 |
0.2622 | 0.0053 | 400 | 0.2697 |
0.3001 | 0.0060 | 450 | 0.2685 |
0.2231 | 0.0067 | 500 | 0.2684 |
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 lesso17/8ffcc74f-fb1a-41a3-b83d-4c4d800b7ce5
Base model
HuggingFaceTB/SmolLM2-1.7B
Quantized
HuggingFaceTB/SmolLM2-1.7B-Instruct
Finetuned
unsloth/SmolLM2-1.7B-Instruct