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---
license: apache-2.0
base_model: typeof/neural-chat-7b-v3-1-sharded
tags:
- generated_from_trainer
model-index:
- name: Intel-NeuralChat-sharded-bf16-finetuned-mental-health-conversational
results: []
datasets:
- vibhorag101/phr_mental_therapy_dataset
language:
- en
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# Intel-NeuralChat-sharded-bf16-finetuned-mental-health-conversational
This model is a fine-tuned version of [typeof/neural-chat-7b-v3-1-sharded](https://huggingface.co/typeof/neural-chat-7b-v3-1-sharded) on an PHR Mental Conversation dataset.
## 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: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.03
- training_steps: 320
- mixed_precision_training: Native AMP
### Training results
### Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0 |