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--- |
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license: llama3.1 |
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datasets: |
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- liuhaotian/LLaVA-CC3M-Pretrain-595K |
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pipeline_tag: image-text-to-text |
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--- |
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# llama-3.1-8B-vision-378 |
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THIS IS A SLAPPED-TOGETHER RELEASE; IF IT WORKS, IT IS A MIRACLE OF LATENT SPACE |
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## usage |
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```python |
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import torch |
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from transformers import AutoModelForCausalLM, AutoTokenizer |
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from PIL import Image |
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import requests |
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from io import BytesIO |
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url = "https://huggingface.co/qresearch/llama-3-vision-alpha-hf/resolve/main/assets/demo-2.jpg" |
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response = requests.get(url) |
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image = Image.open(BytesIO(response.content)) |
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model = AutoModelForCausalLM.from_pretrained( |
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"qresearch/llama-3.1-8B-vision-378", |
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trust_remote_code=True, |
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torch_dtype=torch.float16, |
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).to("cuda") |
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tokenizer = AutoTokenizer.from_pretrained(model_id, use_fast=True,) |
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print( |
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model.answer_question( |
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image, "Briefly describe the image", tokenizer, max_new_tokens=128, do_sample=True, temperature=0.3 |
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), |
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) |
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``` |
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``` |
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``` |
