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  1. .gitattributes +989 -0
  2. .gitignore +42 -0
  3. README.md +19 -0
  4. app.py +182 -0
  5. requirements.txt +3 -0
  6. run.sh +4 -0
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+ videos/3173403-sd_640_360_30fps.mp4 filter=lfs diff=lfs merge=lfs -text
.gitignore ADDED
@@ -0,0 +1,42 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ *.whl
2
+ *_dev
3
+ dev/
4
+ hostfile
5
+ core.*
6
+ *.out
7
+ captioner_bk/
8
+ slurm-logs/
9
+ captioner/
10
+ tmp/
11
+
12
+ # Python
13
+ __pycache__
14
+ *.pyc
15
+ *.egg-info
16
+ dist
17
+
18
+ # Log
19
+ *.log
20
+ *.log.*
21
+ *.json
22
+
23
+ # Data
24
+ !**/alpaca-data-conversation.json
25
+
26
+ # Editor
27
+ .idea
28
+ *.swp
29
+
30
+ # Other
31
+ .DS_Store
32
+ wandb
33
+ output
34
+
35
+ checkpoints
36
+ checkpoints_bak
37
+ ckpts*
38
+
39
+ *.pt
40
+
41
+ playground
42
+ */visualization/*
README.md ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ title: VILA Video Benchmark
3
+ emoji: 🔥
4
+ colorFrom: gray
5
+ colorTo: red
6
+ sdk: gradio
7
+ sdk_version: 4.31.2
8
+ app_file: app.py
9
+ pinned: false
10
+ ---
11
+
12
+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
13
+
14
+ 1. Obtain a gemini key from [Google AI Studio](https://ai.google.dev/gemini-api/docs/ai-studio-quickstart)
15
+ 2. `pip install -r requirements.txt`
16
+ 3. `gradio main.py` and then label at [https://localhost:7860](https://localhost:7860)
17
+
18
+ ![](./viz.png)
19
+
app.py ADDED
@@ -0,0 +1,182 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import gradio as gr
2
+ import os, os.path as osp
3
+ import time
4
+ import glob
5
+ import cv2
6
+ from PIL import Image
7
+
8
+ import hashlib
9
+ import shutil
10
+ import os, sys, os.path as osp
11
+ import csv
12
+ import random
13
+ import json
14
+ from huggingface_hub import HfApi, repo_exists, file_exists
15
+ from huggingface_hub.hf_api import CommitOperationAdd
16
+
17
+
18
+ def calc_file_md5(fpath):
19
+ with open(fpath, "rb") as f:
20
+ file_hash = hashlib.md5()
21
+ while chunk := f.read(8192):
22
+ file_hash.update(chunk)
23
+ return file_hash.hexdigest()[:6]
24
+
25
+
26
+ finfo = [
27
+ json.load(open("f1/coyo25m-0-000000.tar.json")),
28
+ json.load(open("f2/coyo25m-0-000000.tar.json")),
29
+ json.load(open("f3/coyo25m-0-000000.tar.json")),
30
+ json.load(open("f3/coyo25m-0-000000.tar.json")),
31
+ ]
32
+
33
+ keys = list(finfo[0].keys())
34
+
35
+ api = HfApi()
36
+
37
+
38
+ def get_random_captino(k):
39
+ indexs = random.sample(list(range(5)), k=2)
40
+
41
+ output = []
42
+ idxs = []
43
+ for i in indexs:
44
+ if i == 4:
45
+ output.append(finfo[0][k]["orig_text"])
46
+ else:
47
+ output.append(finfo[i][k]["output"])
48
+ idxs.append(i)
49
+ return output, idxs
50
+
51
+
52
+ def load_image(idx):
53
+ k = keys[idx]
54
+ infos, indexs = get_random_captino(k)
55
+ return k, f"{k}", infos[0], infos[1], str(indexs)
56
+
57
+
58
+ def random_image(idx):
59
+ k = random.choice(keys)
60
+ index = keys.index(k)
61
+ infos, indexs = get_random_captino(k)
62
+ return k, index, f"{k}", infos[0], infos[1], str(indexs)
63
+
64
+
65
+ def save_labeling(url, cap1, cap2, labeler, indexs, preference="left"):
66
+ os.makedirs("flagged", exist_ok=True)
67
+ output_info = {
68
+ "cap1": cap1,
69
+ "cap2": cap2,
70
+ "preference": preference,
71
+ "indexs": indexs,
72
+ "labeler": labeler,
73
+ }
74
+ # print(url)
75
+ lid = (
76
+ labeler.replace(" ", "_").replace("@", "_").replace(".", "_").replace("/", "-")
77
+ )
78
+ output_path = osp.join(f"flagged", url.replace("/", "--") + f".{lid}.json")
79
+ with open(output_path, "w") as fp:
80
+ json.dump(output_info, fp, indent=2)
81
+
82
+ if "RUNNING_ON_SPACE" in os.environ:
83
+
84
+ if not api.repo_exists(
85
+ "Efficient-Large-Model/VILA-S-Human-Test", repo_type="dataset"
86
+ ):
87
+ api.create_repo(
88
+ "Efficient-Large-Model/VILA-S-Human-Test",
89
+ repo_type="dataset",
90
+ private=True,
91
+ )
92
+
93
+ operation = CommitOperationAdd(
94
+ path_or_fileobj=output_path,
95
+ path_in_repo=osp.basename(output_path),
96
+ )
97
+ print("uploading ", output_path)
98
+ commit_info = api.create_commit(
99
+ repo_id="Efficient-Large-Model/VILA-S-Human-Test",
100
+ repo_type="dataset",
101
+ operations=[
102
+ operation,
103
+ ],
104
+ commit_message=f"update {output_path}",
105
+ )
106
+ output_path = commit_info
107
+ return output_path + "\n" + json.dumps(output_info, indent=2)
108
+
109
+
110
+ with gr.Blocks(
111
+ title="VILA Video Benchmark",
112
+ ) as demo:
113
+ with gr.Row():
114
+ slider = gr.Slider(maximum=len(keys), label="Video Index", value=0)
115
+
116
+ with gr.Row():
117
+ with gr.Column(scale=4):
118
+ image_input = gr.Image(
119
+ label="Video Preview ",
120
+ height=360,
121
+ value="https://github.com/NVlabs/VILA/raw/main/demo_images/vila-logo.jpg",
122
+ )
123
+ with gr.Column(scale=1):
124
+ random_img = gr.Button(value="Random Image")
125
+ labeler = gr.Text(
126
+ value="placeholder",
127
+ label="Labeler ID (your name or email)",
128
+ interactive=True,
129
+ )
130
+ logging = gr.Markdown(label="Logging info")
131
+ with gr.Row():
132
+ btn_left = gr.Button("Left better")
133
+ btn_tie = gr.Button("tie")
134
+ btn_right = gr.Button("Right better")
135
+ with gr.Row():
136
+ vcap1 = gr.Textbox(label="Anoymous Caption 1")
137
+ vcap2 = gr.Textbox(label="Anoymous Caption 2")
138
+ cap_res = gr.Textbox(label="Caption Saving Results")
139
+ tmp_info = gr.Textbox(label="Temp Info", visible=False)
140
+ from functools import partial
141
+
142
+ btn_left.click(
143
+ partial(save_labeling, preference="left"),
144
+ inputs=[logging, vcap1, vcap2, labeler, tmp_info],
145
+ outputs=[cap_res],
146
+ )
147
+
148
+ btn_tie.click(
149
+ partial(save_labeling, preference="tie"),
150
+ inputs=[logging, vcap1, vcap2, labeler, tmp_info],
151
+ outputs=[cap_res],
152
+ )
153
+
154
+ btn_right.click(
155
+ partial(save_labeling, preference="right"),
156
+ inputs=[logging, vcap1, vcap2, labeler, tmp_info],
157
+ outputs=[cap_res],
158
+ )
159
+
160
+ slider.change(
161
+ load_image,
162
+ inputs=[slider],
163
+ outputs=[image_input, logging, vcap1, vcap2, tmp_info],
164
+ )
165
+ random_img.click(
166
+ random_image,
167
+ inputs=[random_img],
168
+ outputs=[image_input, slider, logging, vcap1, vcap2, tmp_info],
169
+ )
170
+
171
+ # btn_save.click(
172
+ # save_labeling,
173
+ # inputs=[video_path, _vtag, _vcap, vtag, vcap, uid],
174
+ # outputs=[
175
+ # cap_res,
176
+ # ],
177
+ # )
178
+
179
+
180
+ demo.queue()
181
+ if __name__ == "__main__":
182
+ demo.launch()
requirements.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ gradio
2
+ transformers
3
+ opencv-python
run.sh ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
1
+ ss=f1
2
+ scp \
3
+ draco1dc:/lustre/fs11/portfolios/nvr/users/ligengz/workspace/VILA-internal/captioner_bk_new/Llama-2-7b-hf-siglip-large-patch16-384-align-llava_1_5_mm_align-pretrain-coyo_25m_wds_0to5_recap_${ss}_concat+coyo_25m_wds_5to10+mmc4core_10_subset+sharegpt4v_pretrain-SFT-sharegpt4v_sft+valley+vflan+video_chatgpt/coyo25m-0-000000.tar.json \
4
+ f1/coyo25m-0-000000.tar.json