Instructions to use sunfu-chou/git-base-naruto with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use sunfu-chou/git-base-naruto with Transformers:

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

pipe = pipeline("image-text-to-text", model="sunfu-chou/git-base-naruto")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM

processor = AutoProcessor.from_pretrained("sunfu-chou/git-base-naruto")
model = AutoModelForMultimodalLM.from_pretrained("sunfu-chou/git-base-naruto", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use sunfu-chou/git-base-naruto with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/sunfu-chou/git-base-naruto

SGLang

How to use sunfu-chou/git-base-naruto 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 "sunfu-chou/git-base-naruto" \
    --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": "sunfu-chou/git-base-naruto",
		"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 "sunfu-chou/git-base-naruto" \
        --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": "sunfu-chou/git-base-naruto",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use sunfu-chou/git-base-naruto with Docker Model Runner:
```
docker model run hf.co/sunfu-chou/git-base-naruto
```

sunfu-chou commited on May 30, 2024

Commit

572935b

verified ·

1 Parent(s): 7753c50

Training in progress, step 850

Browse files

Files changed (2) hide show

model.safetensors +1 -1
runs/May30_15-06-36_sunfu-DSKT-ubn/events.out.tfevents.1717052799.sunfu-DSKT-ubn.543.0 +2 -2

model.safetensors CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d5bd12a80fecaee935ee56288c844a9274c8143221e1f0f7e74e0f41e68eeae8
 size 706516040

 version https://git-lfs.github.com/spec/v1
+oid sha256:3c9b4a72fa2f8a76d0a975bc15d7caf9ad5d8ae2afec45023c7be04ca5859841
 size 706516040

runs/May30_15-06-36_sunfu-DSKT-ubn/events.out.tfevents.1717052799.sunfu-DSKT-ubn.543.0 CHANGED Viewed

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:65856d9fb5d39f6c26f1b3beb11fd3f04a2758b9bc93a8d3cdfcf2d7dc43701d
-size 12362

 version https://git-lfs.github.com/spec/v1
+oid sha256:8aa7b2f52158e09067ad03719100df9a00375e70d688f2d5c2efcb393f5952ca
+size 13967