Closed eaidova closed 1 week ago
from PIL import Image import requests from optimum.intel.openvino import OVModelForVisualCausalLM from transformers import AutoProcessor, TextStreamer model_id = "microsoft/Phi-3.5-vision-instruct" model = OVModelForVisualCausalLM.from_pretrained( model_id, trust_remote_code=True, ) processor = AutoProcessor.from_pretrained(model_id, trust_remote_code=True, ) messages = [ {"role": "user", "content": "<|image_1|>\nWhat is unusual on this picture?"}, ] url = "https://github.com/openvinotoolkit/openvino_notebooks/assets/29454499/d5fbbd1a-d484-415c-88cb-9986625b7b11" image = Image.open(requests.get(url, stream=True).raw) prompt = processor.tokenizer.apply_chat_template( messages, tokenize=False, add_generation_prompt=True ) inputs = processor(prompt, [image], return_tensors="pt") generation_args = { "max_new_tokens": 50, "temperature": 0.0, "do_sample": False, "streamer": TextStreamer(processor.tokenizer, skip_prompt=True, skip_special_tokens=True) } generate_ids = model.generate(**inputs, eos_token_id=processor.tokenizer.eos_token_id, **generation_args ) # remove input tokens generate_ids = generate_ids[:, inputs['input_ids'].shape[1]:] response = processor.batch_decode(generate_ids, skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]
The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update.
What does this PR do?
Before submitting