Instructions to use Mohammed-Altaf/Medical-ChatBot with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Mohammed-Altaf/Medical-ChatBot with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Mohammed-Altaf/Medical-ChatBot")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Mohammed-Altaf/Medical-ChatBot")
model = AutoModelForCausalLM.from_pretrained("Mohammed-Altaf/Medical-ChatBot")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use Mohammed-Altaf/Medical-ChatBot with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Mohammed-Altaf/Medical-ChatBot"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Mohammed-Altaf/Medical-ChatBot",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Mohammed-Altaf/Medical-ChatBot

SGLang

How to use Mohammed-Altaf/Medical-ChatBot with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "Mohammed-Altaf/Medical-ChatBot" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Mohammed-Altaf/Medical-ChatBot",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "Mohammed-Altaf/Medical-ChatBot" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Mohammed-Altaf/Medical-ChatBot",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Mohammed-Altaf/Medical-ChatBot with Docker Model Runner:
```
docker model run hf.co/Mohammed-Altaf/Medical-ChatBot
```

Metwaly commited on May 16, 2024

Commit

bf7e3c6

verified ·

1 Parent(s): 9e2d5d7

MetwalyChatBot

Browse files

Files changed (1) hide show

README.md +7 -5

README.md CHANGED Viewed

@@ -27,7 +27,7 @@ prompt_input = (
     "[|Human|] {input}\n"
     "[|AI|]"
 )
-sentence = prompt_input.format_map({'input': "what is parkinson's disease?"})
 inputs = tokenizer(sentence, return_tensors="pt").to(device)
 with torch.no_grad():
@@ -45,12 +45,14 @@ with torch.no_grad():
 ## Example Outputs
 ```
 The conversation between human and AI assistant.
-[|Human|] what is parkinson's disease?
-[|AI|] Parkinson's disease is a neurodegenerative disorder that affects movement. It is caused by the loss of dopamine-producing cells in the brain.
 ```
 ```
 The conversation between human and AI assistant.
-[|Human|] what type of honey is best for a bad covid cough?
-[|AI|] Manuka honey has been shown to have anti-inflammatory and antibacterial properties that can help alleviate symptoms of a bad covid cough.
 ```

     "[|Human|] {input}\n"
     "[|AI|]"
 )
+sentence = prompt_input.format_map({'input': "what is Autism's disease?"})
 inputs = tokenizer(sentence, return_tensors="pt").to(device)
 with torch.no_grad():
 ## Example Outputs
 ```
 The conversation between human and AI assistant.
+[|Human|] what is Autism's disease?
+[|AI|] Autism's disease, also known as Autism Spectrum Disorder (ASD), is a neurodevelopmental disorder that affects communication, social interaction, and behavior.
 ```
 ```
 The conversation between human and AI assistant.
+[|Human|] What are the side effects of autism?
+[|AI|]  Autism is a neurodevelopmental disorder that affects communication, social interaction, and behavior. Some common side effects of autism include difficulty with speech and language, repetitive behaviors or routines, and sensory sensitivities.
 ```