Instructions to use TheFinAI/FinLLaVA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use TheFinAI/FinLLaVA with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="TheFinAI/FinLLaVA")# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("TheFinAI/FinLLaVA", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use TheFinAI/FinLLaVA with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "TheFinAI/FinLLaVA" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "TheFinAI/FinLLaVA", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/TheFinAI/FinLLaVA
- SGLang
How to use TheFinAI/FinLLaVA 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 "TheFinAI/FinLLaVA" \ --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": "TheFinAI/FinLLaVA", "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 "TheFinAI/FinLLaVA" \ --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": "TheFinAI/FinLLaVA", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use TheFinAI/FinLLaVA with Docker Model Runner:
docker model run hf.co/TheFinAI/FinLLaVA
Approve the Request to Access the Model
#4
by ZixuanKe - opened
Thanks for the great model! Could you please approve my request so that I can do more research on it?
me 2
Please approve my access, I wish to take a closer look.
Please approve my request. I am a student at Ohio State University, and I am doing some research on evaluating best available open models in the finance domain.
Please approve my access, I like to take a closer look, I would like to use the model for my thesis.
Please approve my access.
jiminHuang changed discussion status to closed