Total runs:
1.2K
Run Growth:
-506
Growth Rate:
-41.82%
Sponsored by
APIMart
AXERA-TECH / LocateAnything-3B
Model's Last Updated: July 17 2026
zero-shot-object-detection
Introduction of LocateAnything-3B
Model Details of LocateAnything-3B
LocateAnything-3B
This version of LocateAnything-3B have been converted to run on the Axera NPU using w4a16 quantization.
Compatible with Pulsar2 version: 6.0
Convert tools links:
For those who are interested in model conversion, you can try to export axmodel through the original repo :
Pulsar2 Link, How to Convert LLM from Huggingface to axmodel
Support Platform
-
AX650
- AX650N DEMO Board
- M4N-Dock(爱芯派Pro)
- M.2 Accelerator card
Image Process
| Chips | input size | image num | image encoder | ttft(493 tokens) | w4a16 | CMM | Flash |
|---|---|---|---|---|---|---|---|
| AX650 | 560*560 | 1 | 1152.583 ms | 2072.06 ms | 10.61 tokens/sec | 2.9GiB | 3.2GiB |
The DDR capacity refers to the CMM memory that needs to be consumed. Ensure that the CMM memory allocation on the development board is greater than this value.
模型下载（Hugging Face）
先创建模型目录并进入，然后下载到该目录：
mkdir -p AXERA-TECH/LocateAnything-3B
cd AXERA-TECH/LocateAnything-3B
hf download AXERA-TECH/LocateAnything-3B --local-dir .
# structure of the downloaded files
tree -L 3
.
└── AXERA-TECH
└── LocateAnything-3B
|-- assert
|-- config.json
|-- gradio_locateanything_axengine.py
|-- image_encoder_mlp.axmodel
|-- infer_locateanything_axengine.py
|-- model.embed_tokens.weight.bfloat16.bin
|-- post_config.json
|-- qwen2.5_tokenizer
|-- qwen2_5_tokenizer.txt
|-- qwen2_p128_l0_together.axmodel
|-- qwen2_p128_l10_together.axmodel
|-- qwen2_p128_l11_together.axmodel
|-- qwen2_p128_l12_together.axmodel
|-- qwen2_p128_l13_together.axmodel
|-- qwen2_p128_l14_together.axmodel
|-- qwen2_p128_l15_together.axmodel
|-- qwen2_p128_l16_together.axmodel
|-- qwen2_p128_l17_together.axmodel
|-- qwen2_p128_l18_together.axmodel
|-- qwen2_p128_l19_together.axmodel
|-- qwen2_p128_l1_together.axmodel
|-- qwen2_p128_l20_together.axmodel
|-- qwen2_p128_l21_together.axmodel
|-- qwen2_p128_l22_together.axmodel
|-- qwen2_p128_l23_together.axmodel
|-- qwen2_p128_l24_together.axmodel
|-- qwen2_p128_l25_together.axmodel
|-- qwen2_p128_l26_together.axmodel
|-- qwen2_p128_l27_together.axmodel
|-- qwen2_p128_l28_together.axmodel
|-- qwen2_p128_l29_together.axmodel
|-- qwen2_p128_l2_together.axmodel
|-- qwen2_p128_l30_together.axmodel
|-- qwen2_p128_l31_together.axmodel
|-- qwen2_p128_l32_together.axmodel
|-- qwen2_p128_l33_together.axmodel
|-- qwen2_p128_l34_together.axmodel
|-- qwen2_p128_l35_together.axmodel
|-- qwen2_p128_l3_together.axmodel
|-- qwen2_p128_l4_together.axmodel
|-- qwen2_p128_l5_together.axmodel
|-- qwen2_p128_l6_together.axmodel
|-- qwen2_p128_l7_together.axmodel
|-- qwen2_p128_l8_together.axmodel
|-- qwen2_p128_l9_together.axmodel
|-- qwen2_post.axmodel
|-- results
`-- test_data
4 directories, 44 files
Inference with AX650 Host, such as M4N-Dock(爱芯派Pro) or AX650N DEMO Board
Gradio Demo
(base) root@ax650:~/LocateAnything# python gradio_locateanything_axengine.py
[INFO] Available providers: ['AxEngineExecutionProvider', 'AXCLRTExecutionProvider']
[Gradio] starting LocateAnything UI
[Gradio] local: http://127.0.0.1:7860
[Gradio] LAN: http://10.126.29.50:7860
[Gradio] LAN: http://10.126.29.68:7860
[Gradio] LAN: http://172.17.0.1:7860
[Gradio] Use another computer in the same LAN to open the LAN URL.
* Running on local URL: http://0.0.0.0:7860
* To create a public link, set `share=True` in `launch()`.
Output:
detection:
ocr:
phrase grounding:
Runs of AXERA-TECH LocateAnything-3B on huggingface.co
24
Total runs
0
24-hour runs
3
3-day runs
5
7-day runs
17
30-day runs
More Information About LocateAnything-3B huggingface.co Model
Url of LocateAnything-3B
LocateAnything-3B huggingface.co Url
Provider of LocateAnything-3B huggingface.co
Other API from AXERA-TECH
Updated:August 26 2026
Total runs:
207
Run Growth:
69
Growth Rate:
33.33%
Total runs:
192
Run Growth:
-311
Growth Rate:
-161.98%
Total runs:
98
Run Growth:
-366
Growth Rate:
-373.47%
Total runs:
68
Run Growth:
60
Growth Rate:
88.24%
Total runs:
61
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22
Growth Rate:
36.07%
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56
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56
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100.00%
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48
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26
Growth Rate:
54.17%
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48
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25
Growth Rate:
52.08%
Total runs:
46
Run Growth:
4
Growth Rate:
8.70%
Total runs:
44
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14
Growth Rate:
31.82%
Total runs:
44
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-2.27%
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44
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15
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34.88%
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26
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61.90%
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41
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12
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29.27%
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41
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28
Growth Rate:
68.29%
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40
Run Growth:
-197
Growth Rate:
-492.50%
Total runs:
39
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-9
Growth Rate:
-23.08%
Total runs:
38
Run Growth:
13
Growth Rate:
34.21%
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36
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20
Growth Rate:
55.56%
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36
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Growth Rate:
13.89%
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11
Growth Rate:
31.43%
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33
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25
Growth Rate:
75.76%
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Growth Rate:
66.67%
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33
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Growth Rate:
-118.18%
Total runs:
32
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12
Growth Rate:
37.50%
Total runs:
32
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10
Growth Rate:
31.25%
Total runs:
32
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1
Growth Rate:
3.13%
Total runs:
32
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-1
Growth Rate:
-3.13%
Total runs:
31
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11
Growth Rate:
35.48%
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13
Growth Rate:
41.94%
Total runs:
31
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5
Growth Rate:
16.13%
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Growth Rate:
23.33%
Total runs:
30
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12
Growth Rate:
40.00%
Total runs:
30
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18
Growth Rate:
60.00%
Total runs:
30
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30
Growth Rate:
100.00%
Total runs:
28
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Growth Rate:
0.00%
Total runs:
28
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-16
Growth Rate:
-57.14%
Total runs:
28
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7
Growth Rate:
25.00%
Total runs:
28
Run Growth:
18
Growth Rate:
64.29%
Total runs:
28
Run Growth:
12
Growth Rate:
42.86%
Total runs:
27
Run Growth:
15
Growth Rate:
55.56%
Total runs:
26
Run Growth:
-34
Growth Rate:
-130.77%
Total runs:
26
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2
Growth Rate:
7.69%
Total runs:
24
Run Growth:
16
Growth Rate:
66.67%
Total runs:
24
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4
Growth Rate:
16.67%
Total runs:
24
Run Growth:
11
Growth Rate:
45.83%
Total runs:
23
Run Growth:
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Growth Rate:
0.00%
Total runs:
23
Run Growth:
8
Growth Rate:
34.78%
Total runs:
23
Run Growth:
16
Growth Rate:
69.57%
Total runs:
22
Run Growth:
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Growth Rate:
59.09%
Total runs:
22
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13
Growth Rate:
59.09%