Mental Health FineTuned Mistral 7B Instruct V0.2

🚀 Mental-Health_ML

Mental-Health_ML 是一個基於 Mistral-7B-Instruct-v0.2 微調的模型，在心理健康諮詢對話數據集上進行訓練，可用於心理健康相關的文本生成。

🚀 快速開始

Mental-Health_ML 是在 mental_health_counseling_conversations 數據集上對 mistralai/Mistral-7B-Instruct-v0.2 進行微調得到的模型。

💻 使用示例

基礎用法

from transformers import AutoModelForCausalLM, AutoTokenizer

model_path = "prabureddy/Mental-Health-FineTuned-Mistral-7B-Instruct-v0.2"

tokenizer = AutoTokenizer.from_pretrained(model_path)
model = AutoModelForCausalLM.from_pretrained(
    model_path,
    device_map="auto",
    torch_dtype='auto'
).eval()

# Prompt content: "hi"
messages = [
    {"role": "user", "content": "Hey Alex! I have been feeling a bit down lately.I could really use some advice on how to feel better?"}
]

input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
output_ids = model.generate(input_ids.to('cuda'))
response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)

# Model response: "Hello! How can I assist you today?"
print(response)

📄 許可證

本項目採用 Apache-2.0 許可證。