Instructions to use SimuIation/CDM_Digital_Navigator with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use SimuIation/CDM_Digital_Navigator with Transformers:

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

pipe = pipeline("text-generation", model="SimuIation/CDM_Digital_Navigator")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("SimuIation/CDM_Digital_Navigator")
model = AutoModelForCausalLM.from_pretrained("SimuIation/CDM_Digital_Navigator")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use SimuIation/CDM_Digital_Navigator with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/SimuIation/CDM_Digital_Navigator

SGLang

How to use SimuIation/CDM_Digital_Navigator 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 "SimuIation/CDM_Digital_Navigator" \
    --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": "SimuIation/CDM_Digital_Navigator",
		"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 "SimuIation/CDM_Digital_Navigator" \
        --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": "SimuIation/CDM_Digital_Navigator",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use SimuIation/CDM_Digital_Navigator with Docker Model Runner:
```
docker model run hf.co/SimuIation/CDM_Digital_Navigator
```

SimuIation commited on Jul 21, 2024

Commit

fb70993

verified ·

1 Parent(s): 6f51415

Update README.md

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@@ -3,7 +3,6 @@ license: cc-by-nc-4.0
 language:
 - en
 metrics:
-- bleu
 - accuracy
 - recall
 - precision
@@ -89,7 +88,6 @@ Due to the high complexity and small variety of the data:
 - Training loss: 0.3999
 - Validation loss: 1.5456
-- Bleu: 0.39863
 - Precision: 0.011
 - Recall: 0.012
 - Accuracy: 0.012

 language:
 - en
 metrics:
 - accuracy
 - recall
 - precision
 - Training loss: 0.3999
 - Validation loss: 1.5456
 - Precision: 0.011
 - Recall: 0.012
 - Accuracy: 0.012