Moondream Prompt

🚀 圖像文本生成提示詞微調版Moondream2

本項目是moondream2的微調版本，用於從圖像生成提示詞。Moondream是一個小型視覺語言模型，旨在能在邊緣設備上高效運行。你可以查看GitHub倉庫瞭解詳細信息，也可以在Hugging Face Space上進行試用！

🚀 快速開始

📦 安裝指南

pip install transformers timm einops bitsandbytes accelerate

💻 使用示例

基礎用法

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

輸出結果："a very angry old man with white hair and a mustache, in the style of a Pixar movie, hyperrealistic, white background, 8k"

📄 許可證

本項目採用Apache-2.0許可證。