|
--- |
|
base_model: NousResearch/Llama-2-7b-chat-hf |
|
tags: |
|
- generated_from_trainer |
|
- text-generation |
|
model-index: |
|
- name: llama-2-7b-enhanced2_20 |
|
results: [] |
|
pipeline_tag: text-generation |
|
--- |
|
|
|
|
|
# llama-2-7b-enhanced2_20 |
|
|
|
This model is a fine-tuned version of [NousResearch/Llama-2-7b-chat-hf](https://huggingface.co/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 |
