JSL Med Sft Llama 3 8B

🚀 JSL-Med-Sft-Llama-3-8B

This is a medical large - language model developed by John Snow Labs, based on Meta - Llama - 3 - 8B, suitable for various medical tasks.

This model is developed by John Snow Labs.

This model is available under a CC - BY - NC - ND license and must also conform to this Acceptable Use Policy. If you need to license this model for commercial use, please contact us at info@johnsnowlabs.com.

🚀 Quick Start

Prerequisites

Make sure you have installed the necessary libraries. You can use the following command to install them:

!pip install -qU transformers accelerate

Code Example

from transformers import AutoTokenizer
import transformers
import torch

model = "johnsnowlabs/JSL-Med-Sft-Llama-3-8B"
messages = [{"role": "user", "content": "What is a large language model?"}]

tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    torch_dtype=torch.float16,
    device_map="auto",
)

outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])

📊 Evaluation

Task - based Evaluation

Group - based Evaluation