llama-2-7b-enhanced2_20
This model is a fine-tuned version of NousResearch/Llama-2-7b-chat-hf on the Mental Health Conversations dataset.
Model description
info
Intended uses & limitations
Evaluation and Testing purposes.
Training and evaluation data
CounselChat dataset of conversations.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- 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: 20
Training results
Framework versions
- Transformers 4.31.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.13.3
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Model tree for AN181716/llama-2-7b-enhanced2_20
Base model
NousResearch/Llama-2-7b-chat-hf