johnsnowlabs_-_JSL-MedPhi2-2.7B-gguf

Quantization made by Richard Erkhov.

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JSL-MedPhi2-2.7B - GGUF

• Model creator: https://huggingface.co/johnsnowlabs/
• Original model: https://huggingface.co/johnsnowlabs/JSL-MedPhi2-2.7B/

Original model description:

tags:

• phi-2
• sft
• medical base_model:
• microsoft/phi2 license: cc-by-nc-nd-4.0

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JSL-MedPhi2-2.7B

<img src="https://repository-images.githubusercontent.com/104670986/2e728700-ace4-11ea-9cfc-f3e060b25ddf">

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 [email protected].

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "johnsnowlabs/JSL-MedPhi2-2.7B"
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