Total runs:
274.5K
Run Growth:
-12.4K
Growth Rate:
-4.51%
Sponsored by
APIMart
janhq / Jan-v2-VL-max-Instruct-FP8
Model's Last Updated: December 31 2025
image-text-to-text
Introduction of Jan-v2-VL-max-Instruct-FP8
Model Details of Jan-v2-VL-max-Instruct-FP8
Jan-v2-VL: Multimodal Agent for Long-Horizon Tasks
Overview
Jan-v2-VL-max-Intruct extends the Jan-v2-VL family to a 30B-parameter vision–language model focused on research capability.
Local Deployment
Jan Web
Hosted on Jan Web — use the model directly at chat.jan.ai
Local Deployment
Using vLLM: We recommend vLLM for serving and inference. All reported results were run with vLLM 0.12.0 . For FP8 deployment, we used llm-compressor built from source. Please pin transformers==4.57.1 for compatibility.
# Exact versions used in our evals
pip install vllm==0.12.0
pip install transformers==4.57.1
pip install "git+https://github.com/vllm-project/llm-compressor.git@1abfd9eb34a2941e82f47cbd595f1aab90280c80"
vllm serve Menlo/Jan-v2-VL-max-Instruct-FP8 \
--host 0.0.0.0 \
--port 1234 \
-dp 1 \
--enable-auto-tool-choice \
--tool-call-parser hermes
Recommended Parameters
For optimal performance in agentic and general tasks, we recommend the following inference parameters:
temperature: 0.7
top_p: 0.8
top_k: 20
repetition_penalty: 1.0
presence_penalty: 0.0
🤝 Community & Support
- Discussions : Hugging Face Community
- Jan App : Learn more about the Jan App at jan.ai
📄 Citation
Updated Soon
Runs of janhq Jan-v2-VL-max-Instruct-FP8 on huggingface.co
54
Total runs
0
24-hour runs
7
3-day runs
13
7-day runs
31
30-day runs
More Information About Jan-v2-VL-max-Instruct-FP8 huggingface.co Model
Url of Jan-v2-VL-max-Instruct-FP8
Jan-v2-VL-max-Instruct-FP8 huggingface.co Url
Provider of Jan-v2-VL-max-Instruct-FP8 huggingface.co
Other API from janhq
Updated:March 24 2026
Total runs:
23.6K
Run Growth:
4.3K
Growth Rate:
18.62%
Total runs:
5.9K
Run Growth:
5.9K
Growth Rate:
100.00%
Total runs:
4.2K
Run Growth:
152
Growth Rate:
3.65%
Total runs:
2.8K
Run Growth:
-198
Growth Rate:
-7.05%
Total runs:
458
Run Growth:
36
Growth Rate:
7.86%
Total runs:
252
Run Growth:
-53
Growth Rate:
-31.18%
Total runs:
160
Run Growth:
0
Growth Rate:
0.00%
Total runs:
97
Run Growth:
-111
Growth Rate:
-114.43%
Total runs:
86
Run Growth:
-22
Growth Rate:
-25.58%
Total runs:
74
Run Growth:
33
Growth Rate:
44.59%
Total runs:
74
Run Growth:
2
Growth Rate:
3.23%
Total runs:
65
Run Growth:
-1
Growth Rate:
-11.11%
Total runs:
52
Run Growth:
36
Growth Rate:
69.23%
Total runs:
45
Run Growth:
15
Growth Rate:
45.45%
Total runs:
39
Run Growth:
-84
Growth Rate:
-215.38%
Total runs:
30
Run Growth:
-3
Growth Rate:
-12.50%
Total runs:
24
Run Growth:
9
Growth Rate:
37.50%
Total runs:
21
Run Growth:
-9
Growth Rate:
-75.00%
Total runs:
18
Run Growth:
12
Growth Rate:
66.67%
Total runs:
17
Run Growth:
13
Growth Rate:
76.47%
Total runs:
17
Run Growth:
14
Growth Rate:
82.35%
Total runs:
17
Run Growth:
14
Growth Rate:
82.35%
Total runs:
16
Run Growth:
-10
Growth Rate:
-100.00%
Total runs:
15
Run Growth:
9
Growth Rate:
60.00%
Total runs:
14
Run Growth:
-66
Growth Rate:
-471.43%
Total runs:
14
Run Growth:
0
Growth Rate:
0.00%
Total runs:
14
Run Growth:
12
Growth Rate:
85.71%
Total runs:
12
Run Growth:
-36
Growth Rate:
-300.00%
Total runs:
11
Run Growth:
3
Growth Rate:
27.27%
Total runs:
10
Run Growth:
-10
Growth Rate:
-100.00%
Total runs:
10
Run Growth:
1
Growth Rate:
10.00%
Total runs:
9
Run Growth:
-9
Growth Rate:
-100.00%
Total runs:
9
Run Growth:
0
Growth Rate:
0.00%
Total runs:
9
Run Growth:
2
Growth Rate:
28.57%
Total runs:
8
Run Growth:
-5
Growth Rate:
-62.50%
Total runs:
6
Run Growth:
6
Growth Rate:
100.00%
Total runs:
6
Run Growth:
0
Growth Rate:
0.00%
Total runs:
6
Run Growth:
3
Growth Rate:
50.00%
Total runs:
6
Run Growth:
-15
Growth Rate:
-250.00%
Total runs:
5
Run Growth:
1
Growth Rate:
20.00%
Total runs:
5
Run Growth:
-14
Growth Rate:
-280.00%
Total runs:
5
Run Growth:
-1
Growth Rate:
-20.00%
Total runs:
5
Run Growth:
-4
Growth Rate:
-100.00%
Total runs:
5
Run Growth:
-5
Growth Rate:
-100.00%
Total runs:
5
Run Growth:
-8
Growth Rate:
-200.00%
Total runs:
5
Run Growth:
-11
Growth Rate:
-220.00%
Total runs:
4
Run Growth:
0
Growth Rate:
0.00%
Total runs:
4
Run Growth:
-2
Growth Rate:
-50.00%
Total runs:
4
Run Growth:
3
Growth Rate:
75.00%
Total runs:
4
Run Growth:
0
Growth Rate:
0.00%
Total runs:
4
Run Growth:
1
Growth Rate:
25.00%
Total runs:
4
Run Growth:
-19
Growth Rate:
-475.00%
Total runs:
3
Run Growth:
-4
Growth Rate:
-133.33%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
1
Growth Rate:
33.33%
Total runs:
3
Run Growth:
-5
Growth Rate:
-166.67%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
3
Run Growth:
0
Growth Rate:
0.00%
Total runs:
2
Run Growth:
-12
Growth Rate:
-600.00%
Total runs:
2
Run Growth:
0
Growth Rate:
0.00%
Total runs:
2
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
2
Run Growth:
0
Growth Rate:
0.00%
Total runs:
2
Run Growth:
2
Growth Rate:
100.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
1
Run Growth:
-13
Growth Rate:
-1300.00%
Total runs:
1
Run Growth:
-2
Growth Rate:
-200.00%
Total runs:
1
Run Growth:
-5
Growth Rate:
-500.00%
Total runs:
1
Run Growth:
-1
Growth Rate:
-100.00%