d4c496cd-fce4-4e40-bf9e-4bdcedcbe341
This model is a fine-tuned version of EleutherAI/pythia-410m-deduped on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.1905
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: 0.00021
- train_batch_size: 4
- eval_batch_size: 4
- seed: 100
- 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 | 0.0009 | 1 | 4.0563 |
| 8.7892 | 0.0432 | 50 | 5.3484 |
| 9.2869 | 0.0864 | 100 | 4.1115 |
| 9.8128 | 0.1295 | 150 | 4.5094 |
| 6.9788 | 0.1727 | 200 | 3.5344 |
| 6.71 | 0.2159 | 250 | 3.5054 |
| 6.7211 | 0.2591 | 300 | 3.3468 |
| 6.9331 | 0.3022 | 350 | 3.2757 |
| 6.4847 | 0.3454 | 400 | 3.2017 |
| 6.6208 | 0.3886 | 450 | 3.2093 |
| 6.4061 | 0.4318 | 500 | 3.1905 |
Framework versions
- PEFT 0.13.2
- Transformers 4.46.0
- Pytorch 2.5.0+cu124
- Datasets 3.0.1
- Tokenizers 0.20.1
- Downloads last month
- 8
Inference Providers
NEW
This model is not currently available via any of the supported Inference Providers.
The model cannot be deployed to the HF Inference API:
The model has no pipeline_tag.
Model tree for lesso10/d4c496cd-fce4-4e40-bf9e-4bdcedcbe341
Base model
EleutherAI/pythia-410m-deduped