Instructions to use Salesforce/instructblip-vicuna-13b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Salesforce/instructblip-vicuna-13b with Transformers:

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

pipe = pipeline("image-text-to-text", model="Salesforce/instructblip-vicuna-13b")

# Load model directly
from transformers import AutoProcessor, AutoModelForImageTextToText

processor = AutoProcessor.from_pretrained("Salesforce/instructblip-vicuna-13b")
model = AutoModelForImageTextToText.from_pretrained("Salesforce/instructblip-vicuna-13b")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use Salesforce/instructblip-vicuna-13b with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Salesforce/instructblip-vicuna-13b"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Salesforce/instructblip-vicuna-13b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Salesforce/instructblip-vicuna-13b

SGLang

How to use Salesforce/instructblip-vicuna-13b 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 "Salesforce/instructblip-vicuna-13b" \
    --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": "Salesforce/instructblip-vicuna-13b",
		"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 "Salesforce/instructblip-vicuna-13b" \
        --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": "Salesforce/instructblip-vicuna-13b",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Salesforce/instructblip-vicuna-13b with Docker Model Runner:
```
docker model run hf.co/Salesforce/instructblip-vicuna-13b
```

Adding `safetensors` variant of this model

by SFconvertbot - opened Mar 29, 2024

base: refs/heads/main

←

from: refs/pr/2

Discussion Files changed

+1234

-0

Files changed (7) hide show

model-00001-of-00006.safetensors +3 -0
model-00002-of-00006.safetensors +3 -0
model-00003-of-00006.safetensors +3 -0
model-00004-of-00006.safetensors +3 -0
model-00005-of-00006.safetensors +3 -0
model-00006-of-00006.safetensors +3 -0
model.safetensors.index.json +0 -0

model-00001-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:f8166f3a131c58dda927671938c790a2d16495faf773898078f1e342c40e5849
+size 9866787200

model-00002-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:08516cf3146b38bea03c9bbe94ddb82c345f824a00158170c1568285c41119bf
+size 9867440176

model-00003-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:fa8a29582cbba77a936b4720c7d776f12525093cd904dddc7b47fcf46e4f184d
+size 9940840032

model-00004-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:d1c41db027b117f89d9523ece7e0a35c3c4618956ef0f0a76cd53c934f3bdc55
+size 9940840424

model-00005-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:f58877f99071d92dd0041ca8991db7364614d53caed5bc18fbda3fd9cd9d8b3d
+size 9867399016

model-00006-of-00006.safetensors ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:ac626e0c7ea09681acb1ba513a629ef5250daafe5660a1d9a99172f0a0c47850
+size 7282655488

model.safetensors.index.json ADDED Viewed

The diff for this file is too large to render. See raw diff