Total runs:
1.4M
Run Growth:
8.2K
Growth Rate:
0.59%
Sponsored by
iMean AI Trip Planner
apple / mobileclip_b_lt_timm
Model's Last Updated: March 01 2025
image-classification
Introduction of mobileclip_b_lt_timm
Model Details of mobileclip_b_lt_timm
MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training
MobileCLIP was introduced in MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training (CVPR 2024), by Pavan Kumar Anasosalu Vasu, Hadi Pouransari, Fartash Faghri, Raviteja Vemulapalli, Oncel Tuzel.
This repository contains the MobileCLIP-B (LT) checkpoint for timm.
Highlights
-
Our smallest variant
MobileCLIP-S0obtains similar zero-shot performance as OpenAI 's ViT-B/16 model while being 4.8x faster and 2.8x smaller. -
MobileCLIP-S2obtains better avg zero-shot performance than SigLIP 's ViT-B/16 model while being 2.3x faster and 2.1x smaller, and trained with 3x less seen samples. -
MobileCLIP-B(LT) attains zero-shot ImageNet performance of 77.2% which is significantly better than recent works like DFN and SigLIP with similar architectures or even OpenAI's ViT-L/14@336 .
Checkpoints
| Model |
# Seen
Samples (B) |
# Params (M)
(img + txt) |
Latency (ms)
(img + txt) |
IN-1k Zero-Shot
Top-1 Acc. (%) |
Avg. Perf. (%)
on 38 datasets |
|---|---|---|---|---|---|
| MobileCLIP-S0 | 13 | 11.4 + 42.4 | 1.5 + 1.6 | 67.8 | 58.1 |
| MobileCLIP-S1 | 13 | 21.5 + 63.4 | 2.5 + 3.3 | 72.6 | 61.3 |
| MobileCLIP-S2 | 13 | 35.7 + 63.4 | 3.6 + 3.3 | 74.4 | 63.7 |
| MobileCLIP-B | 13 | 86.3 + 63.4 | 10.4 + 3.3 | 76.8 | 65.2 |
| MobileCLIP-B (LT) | 36 | 86.3 + 63.4 | 10.4 + 3.3 | 77.2 | 65.8 |
Runs of apple mobileclip_b_lt_timm on huggingface.co
36
Total runs
-2
24-hour runs
-4
3-day runs
-19
7-day runs
-40
30-day runs
More Information About mobileclip_b_lt_timm huggingface.co Model
Url of mobileclip_b_lt_timm
mobileclip_b_lt_timm huggingface.co Url
Provider of mobileclip_b_lt_timm huggingface.co
Other API from apple
Updated:March 01 2025
Total runs:
464.3K
Run Growth:
31.8K
Growth Rate:
6.85%
Total runs:
270.5K
Run Growth:
-142.6K
Growth Rate:
-52.71%
Total runs:
65.5K
Run Growth:
-4.1K
Growth Rate:
-6.28%
Total runs:
32.9K
Run Growth:
603
Growth Rate:
1.84%
Total runs:
25.1K
Run Growth:
5.2K
Growth Rate:
20.72%
Total runs:
25.1K
Run Growth:
18.0K
Growth Rate:
71.82%
Total runs:
21.3K
Run Growth:
9.9K
Growth Rate:
46.50%
Total runs:
14.3K
Run Growth:
13.1K
Growth Rate:
91.67%
Total runs:
8.8K
Run Growth:
2.2K
Growth Rate:
24.63%
Total runs:
7.3K
Run Growth:
-1.1K
Growth Rate:
-14.61%
Total runs:
3.3K
Run Growth:
-3.0K
Growth Rate:
-90.01%
Total runs:
2.8K
Run Growth:
-1.1K
Growth Rate:
-37.83%
Total runs:
1.7K
Run Growth:
-34
Growth Rate:
-2.05%
Total runs:
1.7K
Run Growth:
251
Growth Rate:
15.20%
Total runs:
1.3K
Run Growth:
327
Growth Rate:
25.61%
Total runs:
1.3K
Run Growth:
113
Growth Rate:
8.95%
Total runs:
1.2K
Run Growth:
312
Growth Rate:
25.00%
Total runs:
1.2K
Run Growth:
166
Growth Rate:
14.16%
Total runs:
982
Run Growth:
-3.0K
Growth Rate:
-301.93%
Total runs:
968
Run Growth:
-377
Growth Rate:
-38.95%
Total runs:
888
Run Growth:
454
Growth Rate:
51.13%
Total runs:
854
Run Growth:
0
Growth Rate:
0.00%
Total runs:
755
Run Growth:
-138
Growth Rate:
-18.28%
Total runs:
569
Run Growth:
-1.0K
Growth Rate:
-178.21%
Total runs:
512
Run Growth:
239
Growth Rate:
46.68%
Total runs:
438
Run Growth:
234
Growth Rate:
53.42%
Total runs:
427
Run Growth:
123
Growth Rate:
28.81%
Total runs:
415
Run Growth:
-169
Growth Rate:
-40.72%
Total runs:
400
Run Growth:
174
Growth Rate:
43.50%
Total runs:
392
Run Growth:
203
Growth Rate:
51.79%
Total runs:
376
Run Growth:
188
Growth Rate:
50.00%
Total runs:
375
Run Growth:
170
Growth Rate:
45.33%
Total runs:
366
Run Growth:
95
Growth Rate:
25.96%
Total runs:
359
Run Growth:
-89
Growth Rate:
-24.79%
Total runs:
311
Run Growth:
126
Growth Rate:
40.51%
Total runs:
299
Run Growth:
172
Growth Rate:
57.53%
Total runs:
276
Run Growth:
29
Growth Rate:
10.51%
Total runs:
266
Run Growth:
215
Growth Rate:
80.83%
Total runs:
248
Run Growth:
53
Growth Rate:
21.37%
Total runs:
246
Run Growth:
-292
Growth Rate:
-118.70%
Total runs:
195
Run Growth:
-28
Growth Rate:
-14.36%
Total runs:
188
Run Growth:
-91
Growth Rate:
-48.40%
Total runs:
162
Run Growth:
141
Growth Rate:
87.04%
Total runs:
154
Run Growth:
-3.5K
Growth Rate:
-2273.38%
Total runs:
141
Run Growth:
-71
Growth Rate:
-50.35%
Total runs:
138
Run Growth:
66
Growth Rate:
47.83%
Total runs:
134
Run Growth:
-123
Growth Rate:
-91.79%
Total runs:
123
Run Growth:
79
Growth Rate:
64.23%
Total runs:
121
Run Growth:
59
Growth Rate:
48.76%
Total runs:
90
Run Growth:
11
Growth Rate:
12.22%
Total runs:
78
Run Growth:
-18
Growth Rate:
-23.08%
Total runs:
74
Run Growth:
73
Growth Rate:
98.65%
Total runs:
73
Run Growth:
-210
Growth Rate:
-287.67%
Total runs:
66
Run Growth:
-13
Growth Rate:
-19.70%
Total runs:
63
Run Growth:
6
Growth Rate:
9.52%
Total runs:
51
Run Growth:
22
Growth Rate:
43.14%
Total runs:
47
Run Growth:
28
Growth Rate:
59.57%