llama2-7b-sharded-bf16-finetuned-mental-health-conversational
This model is a fine-tuned version of TinyPixel/Llama-2-7B-bf16-sharded on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 1.1097
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: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.03
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.3815 | 1.0 | 212 | 1.1455 |
| 1.2682 | 2.0 | 424 | 1.1228 |
| 1.1897 | 3.0 | 636 | 1.1097 |
Framework versions
- PEFT 0.10.1.dev0
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
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Model tree for gunjanjoshi/llama2-7b-sharded-bf16-finetuned-mental-health-conversational
Base model
TinyPixel/Llama-2-7B-bf16-sharded