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

Libraries

How to use MikeTeng/git-base-naruto with Transformers:

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

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

# Load model directly
from transformers import AutoProcessor, AutoModelForImageTextToText

processor = AutoProcessor.from_pretrained("MikeTeng/git-base-naruto")
model = AutoModelForImageTextToText.from_pretrained("MikeTeng/git-base-naruto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use MikeTeng/git-base-naruto with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MikeTeng/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": "MikeTeng/git-base-naruto",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/MikeTeng/git-base-naruto

SGLang

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

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

MikeTeng commited on May 29, 2024

Commit

9f2cd47

verified ·

1 Parent(s): 75f11b7

Training in progress, step 50

Browse files

Files changed (4) hide show

config.json +1 -1
model.safetensors +1 -1
runs/May29_17-47-50_mike-ws/events.out.tfevents.1716976072.mike-ws.48.0 +3 -0
training_args.bin +2 -2

config.json CHANGED Viewed

@@ -22,7 +22,7 @@
   "position_embedding_type": "absolute",
   "tie_word_embeddings": false,
   "torch_dtype": "float32",
-  "transformers_version": "4.38.1",
   "use_cache": true,
   "vision_config": {
     "dropout": 0.0,

   "position_embedding_type": "absolute",
   "tie_word_embeddings": false,
   "torch_dtype": "float32",
+  "transformers_version": "4.40.2",
   "use_cache": true,
   "vision_config": {
     "dropout": 0.0,

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