How to use unsloth/sam3.1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("mask-generation", model="unsloth/sam3.1")
# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("unsloth/sam3.1") model = AutoModel.from_pretrained("unsloth/sam3.1", device_map="auto")
https://huggingface.co/unsloth/sam3.1/resolve/main/tokenizer.json
hf download hf://unsloth/sam3.1/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/unsloth/sam3.1/resolve/main/tokenizer.json
