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Update app_test.py
Browse files- app_test.py +90 -0
app_test.py
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# from .demo_modelpart import InferenceDemo
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import gradio as gr
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import os
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from threading import Thread
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# import time
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import cv2
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import datetime
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# import copy
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import torch
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import spaces
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import numpy as np
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from llava.constants import DEFAULT_IMAGE_TOKEN
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from llava.constants import (
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IMAGE_TOKEN_INDEX,
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DEFAULT_IMAGE_TOKEN,
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)
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from llava.conversation import conv_templates, SeparatorStyle
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from llava.model.builder import load_pretrained_model
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from llava.utils import disable_torch_init
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from llava.mm_utils import (
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tokenizer_image_token,
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get_model_name_from_path,
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KeywordsStoppingCriteria,
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)
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from serve_constants import html_header, bibtext, learn_more_markdown, tos_markdown
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from decord import VideoReader, cpu
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import requests
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from PIL import Image
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import io
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from io import BytesIO
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from transformers import TextStreamer, TextIteratorStreamer
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import hashlib
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import PIL
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import base64
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import json
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import datetime
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import gradio as gr
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import gradio_client
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import subprocess
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import sys
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from huggingface_hub import HfApi
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from huggingface_hub import login
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from huggingface_hub import revision_exists
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login(token=os.environ["HF_TOKEN"],
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write_permission=True)
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api = HfApi()
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repo_name = os.environ["LOG_REPO"]
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external_log_dir = "./logs"
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LOGDIR = external_log_dir
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VOTEDIR = "./votes"
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if __name__ == "__main__":
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import argparse
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argparser = argparse.ArgumentParser()
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argparser.add_argument("--server_name", default="0.0.0.0", type=str)
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argparser.add_argument("--model_path", default="TIGER-Lab/MAmmoTH-VL2", type=str)
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argparser.add_argument("--model-base", type=str, default=None)
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argparser.add_argument("--num-gpus", type=int, default=1)
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argparser.add_argument("--conv-mode", type=str, default=None)
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argparser.add_argument("--temperature", type=float, default=0.7)
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argparser.add_argument("--max-new-tokens", type=int, default=4096)
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argparser.add_argument("--num_frames", type=int, default=32)
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argparser.add_argument("--load-8bit", action="store_true")
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argparser.add_argument("--load-4bit", action="store_true")
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argparser.add_argument("--debug", action="store_true")
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args = argparser.parse_args()
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model_path = args.model_path
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filt_invalid = "cut"
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model_name = get_model_name_from_path(args.model_path)
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tokenizer, model, image_processor, context_len = load_pretrained_model(args.model_path, args.model_base, model_name, args.load_8bit, args.load_4bit)
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model=model.to(torch.device('cuda'))
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chat_image_num = 0
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demo.launch()
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