Total runs:
31.5K
Run Growth:
-8.5K
Growth Rate:
-26.87%
Sponsored by
APIMaster
FreedomIntelligence / LongLLaVA-53B-A13B
Model's Last Updated: November 28 2024
image-text-to-text
Introduction of LongLLaVA-53B-A13B
Model Details of LongLLaVA-53B-A13B
📃 Paper • 🌐 Demo • 📃 Github • 🤗 LongLLaVA-9B
🌈 Update
- [2024.09.05] LongLLaVA repo is published！🎉
- [2024.10.12] LongLLaVA-53B-A13B , LongLLaVA-9b and Jamba-9B-Instruct are repleased！🎉
Architecture
Click to view the architecture image
Results
Click to view the Results
-
Main Results
-
Diagnostic Results
-
Video-NIAH
Results reproduction
Evaluation
- Preparation
Get the model inference code from Github .
git clone https://github.com/FreedomIntelligence/LongLLaVA.git
- Environment Setup
pip install -r requirements.txt
- Command Line Interface
python cli.py --model_dir path-to-longllava
- Model Inference
query = 'What does the picture show?'
image_paths = ['image_path1'] # image or video path
from cli import Chatbot
bot = Chatbot(path-to-longllava)
output = bot.chat(query, image_paths)
print(output) # Prints the output of the model
Acknowledgement
- LLaVA : Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
Citation
@misc{wang2024longllavascalingmultimodalllms,
title={LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture},
author={Xidong Wang and Dingjie Song and Shunian Chen and Chen Zhang and Benyou Wang},
year={2024},
eprint={2409.02889},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2409.02889},
}
Runs of FreedomIntelligence LongLLaVA-53B-A13B on huggingface.co
74
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs
More Information About LongLLaVA-53B-A13B huggingface.co Model
Url of LongLLaVA-53B-A13B
LongLLaVA-53B-A13B huggingface.co Url
Provider of LongLLaVA-53B-A13B huggingface.co
Other API from FreedomIntelligence
Updated:January 17 2026
Total runs:
2.5K
Run Growth:
764
Growth Rate:
34.66%
Total runs:
1.4K
Run Growth:
800
Growth Rate:
56.62%
Total runs:
1.4K
Run Growth:
0
Growth Rate:
0.00%
Total runs:
1.3K
Run Growth:
-315
Growth Rate:
-24.21%
Total runs:
851
Run Growth:
82
Growth Rate:
9.77%
Total runs:
807
Run Growth:
80
Growth Rate:
9.31%
Total runs:
667
Run Growth:
461
Growth Rate:
69.74%
Total runs:
643
Run Growth:
410
Growth Rate:
63.76%
Total runs:
601
Run Growth:
0
Growth Rate:
0.00%
Total runs:
560
Run Growth:
-365
Growth Rate:
-65.53%
Total runs:
515
Run Growth:
-180
Growth Rate:
-36.00%
Total runs:
458
Run Growth:
133
Growth Rate:
29.04%
Total runs:
375
Run Growth:
4
Growth Rate:
1.07%
Total runs:
318
Run Growth:
291
Growth Rate:
93.87%
Total runs:
309
Run Growth:
202
Growth Rate:
64.33%
Total runs:
294
Run Growth:
-161
Growth Rate:
-54.03%
Total runs:
283
Run Growth:
18
Growth Rate:
6.36%
Total runs:
275
Run Growth:
-23
Growth Rate:
-7.47%
Total runs:
274
Run Growth:
126
Growth Rate:
45.99%
Total runs:
249
Run Growth:
-60
Growth Rate:
-24.10%
Total runs:
225
Run Growth:
-117
Growth Rate:
-52.00%
Total runs:
216
Run Growth:
-105
Growth Rate:
-45.26%
Total runs:
206
Run Growth:
177
Growth Rate:
85.10%
Total runs:
202
Run Growth:
161
Growth Rate:
79.70%
Total runs:
173
Run Growth:
93
Growth Rate:
53.76%
Total runs:
168
Run Growth:
47
Growth Rate:
27.98%
Total runs:
161
Run Growth:
114
Growth Rate:
70.81%
Total runs:
159
Run Growth:
99
Growth Rate:
62.26%
Total runs:
158
Run Growth:
17
Growth Rate:
10.76%
Total runs:
151
Run Growth:
110
Growth Rate:
91.67%
Total runs:
143
Run Growth:
111
Growth Rate:
77.62%
Total runs:
139
Run Growth:
-2
Growth Rate:
-1.39%
Total runs:
132
Run Growth:
43
Growth Rate:
32.58%
Total runs:
130
Run Growth:
114
Growth Rate:
95.00%
Total runs:
129
Run Growth:
3
Growth Rate:
2.33%
Total runs:
120
Run Growth:
-74
Growth Rate:
-60.66%
Total runs:
117
Run Growth:
-7
Growth Rate:
-6.03%
Total runs:
115
Run Growth:
0
Growth Rate:
0.00%
Total runs:
111
Run Growth:
0
Growth Rate:
0.00%
Total runs:
103
Run Growth:
1
Growth Rate:
0.97%
Total runs:
100
Run Growth:
-63
Growth Rate:
-61.76%
Total runs:
98
Run Growth:
-88
Growth Rate:
-89.80%
Total runs:
98
Run Growth:
-209
Growth Rate:
-213.27%
Total runs:
98
Run Growth:
-137
Growth Rate:
-130.48%
Total runs:
90
Run Growth:
54
Growth Rate:
54.55%
Total runs:
89
Run Growth:
73
Growth Rate:
82.02%
Total runs:
85
Run Growth:
32
Growth Rate:
35.16%
Total runs:
78
Run Growth:
68
Growth Rate:
88.31%
Total runs:
72
Run Growth:
-13
Growth Rate:
-18.06%
Total runs:
72
Run Growth:
-23
Growth Rate:
-30.67%
Total runs:
71
Run Growth:
54
Growth Rate:
76.06%
Total runs:
66
Run Growth:
0
Growth Rate:
0.00%
Total runs:
66
Run Growth:
-105
Growth Rate:
-156.72%
Total runs:
66
Run Growth:
1
Growth Rate:
1.52%
Total runs:
64
Run Growth:
24
Growth Rate:
36.92%
Total runs:
64
Run Growth:
12
Growth Rate:
18.75%
Total runs:
59
Run Growth:
27
Growth Rate:
45.76%
Total runs:
57
Run Growth:
12
Growth Rate:
21.05%
Total runs:
56
Run Growth:
-67
Growth Rate:
-109.84%
Total runs:
56
Run Growth:
43
Growth Rate:
76.79%
Total runs:
53
Run Growth:
0
Growth Rate:
0.00%
Total runs:
50
Run Growth:
-858
Growth Rate:
-1716.00%
Total runs:
50
Run Growth:
2
Growth Rate:
4.00%
Total runs:
45
Run Growth:
-85
Growth Rate:
-180.85%
Total runs:
45
Run Growth:
18
Growth Rate:
40.00%
Total runs:
44
Run Growth:
44
Growth Rate:
100.00%
Total runs:
43
Run Growth:
13
Growth Rate:
30.23%
Total runs:
41
Run Growth:
-36
Growth Rate:
-87.80%
Total runs:
40
Run Growth:
20
Growth Rate:
50.00%
Total runs:
40
Run Growth:
-5
Growth Rate:
-12.50%
Total runs:
40
Run Growth:
6
Growth Rate:
15.00%
Total runs:
37
Run Growth:
16
Growth Rate:
44.44%
Total runs:
37
Run Growth:
-3
Growth Rate:
-8.11%
Total runs:
36
Run Growth:
21
Growth Rate:
63.64%
Total runs:
35
Run Growth:
5
Growth Rate:
14.29%
Total runs:
35
Run Growth:
0
Growth Rate:
0.00%
Total runs:
35
Run Growth:
19
Growth Rate:
54.29%
Total runs:
35
Run Growth:
10
Growth Rate:
27.78%
Total runs:
32
Run Growth:
-16
Growth Rate:
-50.00%
Total runs:
31
Run Growth:
5
Growth Rate:
16.13%
Total runs:
30
Run Growth:
25
Growth Rate:
83.33%
Total runs:
26
Run Growth:
0
Growth Rate:
0.00%
Total runs:
25
Run Growth:
14
Growth Rate:
56.00%
Total runs:
24
Run Growth:
14
Growth Rate:
60.87%
Total runs:
24
Run Growth:
6
Growth Rate:
25.00%
Total runs:
24
Run Growth:
2
Growth Rate:
8.33%
Total runs:
24
Run Growth:
16
Growth Rate:
66.67%
Total runs:
23
Run Growth:
13
Growth Rate:
56.52%
Total runs:
23
Run Growth:
12
Growth Rate:
54.55%
Total runs:
22
Run Growth:
12
Growth Rate:
54.55%
Total runs:
22
Run Growth:
10
Growth Rate:
45.45%
Total runs:
22
Run Growth:
10
Growth Rate:
45.45%
Total runs:
21
Run Growth:
0
Growth Rate:
0.00%
Total runs:
21
Run Growth:
4
Growth Rate:
19.05%
Total runs:
20
Run Growth:
7
Growth Rate:
35.00%
Total runs:
18
Run Growth:
4
Growth Rate:
22.22%
Total runs:
16
Run Growth:
2
Growth Rate:
12.50%
Total runs:
15
Run Growth:
4
Growth Rate:
26.67%
Total runs:
15
Run Growth:
9
Growth Rate:
60.00%