🚀 图像文本生成提示词微调版Moondream2

本项目是moondream2的微调版本，用于从图像生成提示词。Moondream是一个小型视觉语言模型，旨在能在边缘设备上高效运行。你可以查看GitHub仓库了解详细信息，也可以在Hugging Face Space上进行试用！

🚀 快速开始

📦 安装指南

pip install transformers timm einops bitsandbytes accelerate

💻 使用示例

基础用法

import torch
from transformers import AutoTokenizer, AutoModelForCausalLM
from PIL import Image

DEVICE = "cuda"
DTYPE = torch.float32 if DEVICE == "cpu" else torch.float16 # CPU doesn't support float16
revision = "ac6c8fc0ba757c6c4d7d541fdd0e63618457350c"
tokenizer = AutoTokenizer.from_pretrained("gokaygokay/moondream-prompt", revision=revision)
moondream = AutoModelForCausalLM.from_pretrained("gokaygokay/moondream-prompt",trust_remote_code=True,
    torch_dtype=DTYPE, device_map={"": DEVICE}, revision=revision)
moondream.eval()

image_path = "<image_path>"
image = Image.open(image_path).convert("RGB")
md_answer = moondream.answer_question(
        moondream.encode_image(image),
        "Describe this image and its style in a very detailed manner",
        tokenizer=tokenizer,
    )

print(md_answer)

示例展示

输出结果："a very angry old man with white hair and a mustache, in the style of a Pixar movie, hyperrealistic, white background, 8k"

📄 许可证

本项目采用Apache-2.0许可证。