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

Libraries

How to use kariver/git-base-food with Transformers:

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

pipe = pipeline("image-text-to-text", model="kariver/git-base-food")

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

processor = AutoProcessor.from_pretrained("kariver/git-base-food")
model = AutoModelForMultimodalLM.from_pretrained("kariver/git-base-food", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use kariver/git-base-food with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/kariver/git-base-food

SGLang

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

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

git-base-food

Commit History

Dec 24, 2024

13:15
Adding `safetensors` variant of this model⁠

SFconvertbot

Verified signature
a56a4d1

Oct 19, 2023

18:41
End of training

kariver

c758cc3
18:41
Training in progress, step 340

kariver

a8a3524
18:37
Training in progress, step 300

kariver

0fb9b94
18:35
Training in progress, step 280

kariver

4192cf4
18:32
Training in progress, step 240

kariver

7059d8b
18:29
Training in progress, step 200

kariver

830999b
18:27
Training in progress, step 160

kariver

6978f13
18:24
Training in progress, step 120

kariver

fd9c6b3
18:21
Training in progress, step 80

kariver

d0256f9
18:19
Training in progress, step 60

kariver

bf05c61
18:16
Training in progress, step 20

kariver

1df2d23

Oct 18, 2023

20:36
End of training

kariver

f501cca
20:35
Training in progress, step 260

kariver

e8109c7
20:33
Training in progress, step 240

kariver

23d3bb3
20:31
Training in progress, step 220

kariver

b1b6e0b
20:29
Training in progress, step 200

kariver

492ab54
20:27
Training in progress, step 180

kariver

cf88f43
20:25
Training in progress, step 160

kariver

9d5bfce
20:23
Training in progress, step 140

kariver

7983f84
20:21
Training in progress, step 120

kariver

85f9fc9
20:19
Training in progress, step 100

kariver

8e82624
20:17
Training in progress, step 80

kariver

acbbb7e
20:15
Training in progress, step 60

kariver

ccb752f
20:13
Training in progress, step 40

kariver

ae31ff3
20:11
Training in progress, step 20

kariver

fdd1f1e
19:51
Training in progress, step 260

kariver

ed31f33
19:49
Training in progress, step 240

kariver

c8fd662
19:47
Training in progress, step 220

kariver

a6a29b3
19:45
Training in progress, step 200

kariver

f6bf8d4
19:43
Training in progress, step 180

kariver

69ae731
19:41
Training in progress, step 160

kariver

393802b
19:39
Training in progress, step 140

kariver

2febbcb
19:37
Training in progress, step 120

kariver

6df2b4c
19:35
Training in progress, step 100

kariver

574cde9
19:33
Training in progress, step 80

kariver

6d791e7
19:31
Training in progress, step 60

kariver

90a07ff
19:29
Training in progress, step 40

kariver

b9f8b68
19:27
Training in progress, step 20

kariver

0d058ec
18:09
End of training

kariver

4392bac
18:02
Training in progress, step 320

kariver

20a5870
18:00
Training in progress, step 300

kariver

3d7b3f9
17:59
Training in progress, step 280

kariver

05fe1b2
17:57
Training in progress, step 260

kariver

d6a1d8e
17:55
Training in progress, step 240

kariver

ec141b0
17:53
Training in progress, step 220

kariver

b0bb30a
17:51
Training in progress, step 200

kariver

3829572
17:49
Training in progress, step 180

kariver

b565ec3
17:48
Training in progress, step 160

kariver

63131e4
17:46
Training in progress, step 140

kariver

d9c940f

Commit History

Dec 24, 2024

Adding `safetensors` variant of this model⁠

Oct 19, 2023

End of training

Training in progress, step 340

Training in progress, step 300

Training in progress, step 280

Training in progress, step 240

Training in progress, step 200

Training in progress, step 160

Training in progress, step 120

Training in progress, step 80

Training in progress, step 60

Training in progress, step 20

Oct 18, 2023

End of training

Training in progress, step 260

Training in progress, step 240

Training in progress, step 220

Training in progress, step 200

Training in progress, step 180

Training in progress, step 160

Training in progress, step 140

Training in progress, step 120

Training in progress, step 100

Training in progress, step 80

Training in progress, step 60

Training in progress, step 40

Training in progress, step 20

Training in progress, step 260

Training in progress, step 240

Training in progress, step 220

Training in progress, step 200

Training in progress, step 180

Training in progress, step 160

Training in progress, step 140

Training in progress, step 120

Training in progress, step 100

Training in progress, step 80

Training in progress, step 60

Training in progress, step 40

Training in progress, step 20

End of training

Training in progress, step 320

Training in progress, step 300

Training in progress, step 280

Training in progress, step 260

Training in progress, step 240

Training in progress, step 220

Training in progress, step 200

Training in progress, step 180

Training in progress, step 160

Training in progress, step 140