Instructions to use yifeihu/TF-ID-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use yifeihu/TF-ID-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="yifeihu/TF-ID-base", trust_remote_code=True)# Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("yifeihu/TF-ID-base", trust_remote_code=True) model = AutoModelForMultimodalLM.from_pretrained("yifeihu/TF-ID-base", trust_remote_code=True) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use yifeihu/TF-ID-base with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "yifeihu/TF-ID-base" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "yifeihu/TF-ID-base", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/yifeihu/TF-ID-base
- SGLang
How to use yifeihu/TF-ID-base 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 "yifeihu/TF-ID-base" \ --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": "yifeihu/TF-ID-base", "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 "yifeihu/TF-ID-base" \ --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": "yifeihu/TF-ID-base", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use yifeihu/TF-ID-base with Docker Model Runner:
docker model run hf.co/yifeihu/TF-ID-base
flash_attn
#1
by wjbmattingly - opened
Thanks so much for this model! I'm going to switch to my other machine now, but I am having an issue getting this installed on this Mac. Here's the same issue for another model. Would this solution work here as well?
For those finding this, this solution worked! https://huggingface.co/microsoft/Florence-2-large-ft/discussions/4 --- I'm making my YouTube video on this now.