Instructions to use IDEA-FinAI/chartmoe with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use IDEA-FinAI/chartmoe with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="IDEA-FinAI/chartmoe", trust_remote_code=True)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("IDEA-FinAI/chartmoe", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use IDEA-FinAI/chartmoe with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "IDEA-FinAI/chartmoe" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "IDEA-FinAI/chartmoe", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/IDEA-FinAI/chartmoe
- SGLang
How to use IDEA-FinAI/chartmoe 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 "IDEA-FinAI/chartmoe" \ --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": "IDEA-FinAI/chartmoe", "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 "IDEA-FinAI/chartmoe" \ --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": "IDEA-FinAI/chartmoe", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use IDEA-FinAI/chartmoe with Docker Model Runner:
docker model run hf.co/IDEA-FinAI/chartmoe
Update README.md
Browse files
README.md
CHANGED
|
@@ -14,14 +14,23 @@ paper: https://arxiv.org/abs/2409.03277
|
|
| 14 |
<p>
|
| 15 |
|
| 16 |
<div align="center">
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
[
|
|
|
|
| 14 |
<p>
|
| 15 |
|
| 16 |
<div align="center">
|
| 17 |
+
<div style="display: inline-block; margin-right: 30px;">
|
| 18 |
+
|
| 19 |
+
[](https://arxiv.org/abs/2409.03277)
|
| 20 |
+
</div>
|
| 21 |
+
<div style="display: inline-block; margin-right: 30px;">
|
| 22 |
+
|
| 23 |
+
[](https://chartmoe.github.io/)
|
| 24 |
+
</div>
|
| 25 |
+
<div style="display: inline-block; margin-right: 30px;">
|
| 26 |
+
|
| 27 |
+
[](https://github.com/IDEA-FinAI/ChartMoE)
|
| 28 |
+
</div>
|
| 29 |
+
<div style="display: inline-block; margin-right: 30px;">
|
| 30 |
+
|
| 31 |
+
[](https://huggingface.co/datasets/Coobiw/ChartMoE-Data)
|
| 32 |
+
</div>
|
| 33 |
</div>
|
|
|
|
| 34 |
|
| 35 |
|
| 36 |

|