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Family	Model	Checkpoint	TR	TE	VAE	Steps	Guidance	time 285H (285H185H)	test v1	test v2	test v3
Base	SeFi-Image-1B-Base	SeFi-Image/SeFi-Image-1B-Base	1.1	2.1	0.08	50	4.0	2m 18.09s	SeFi Image 1B Base	SeFi Image 1B Base test v2	SeFi Image 1B Base test v3
Base	SeFi-Image-2B-Base	SeFi-Image/SeFi-Image-2B-Base	2.1	2.1	0.08	50	4.0	3m 50.27s	SeFi Image 2B Base	SeFi Image 2B Base test v2	SeFi Image 2B Base test v3
Base	SeFi-Image-5B-Base	SeFi-Image/SeFi-Image-5B-Base	4.9	4.4	0.08	50	4.0	8m 5.20s	SeFi Image 5B Base	SeFi Image 5B Base test v2	SeFi Image 5B Base test v3
RL	SeFi-Image-5B-RL	SeFi-Image/SeFi-Image-5B-RL	4.9	4.4	0.08	50	4.0	8m 2.03s	SeFi Image 5B RL	SeFi Image 5B RL test v2	SeFi Image 5B RL test v3
Turbo	SeFi-Image-1B-turbo	SeFi-Image/SeFi-Image-1B-turbo	1.1	2.1	0.08	4	1.0	8.44s	SeFi Image 1B Turbo	SeFi Image 1B Turbo test v2	SeFi Image 1B Turbo test v3
Turbo	SeFi-Image-2B-turbo	SeFi-Image/SeFi-Image-2B-turbo	2.1	2.1	0.08	4	1.0	10.86s	SeFi Image 2B Turbo	SeFi Image 2B Turbo test v2	SeFi Image 2B Base test v3
Turbo	SeFi-Image-5B-turbo	SeFi-Image/SeFi-Image-5B-turbo	4.9	4.4	0.08	4	1.0	23.72s (1m 13.37s)	SeFi Image 5B Turbo	SeFi Image 5B Turbo test v2	SeFi Image 5B Turbo test v3

Ai Art Tests

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+RL+-+Ai+Art+1+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+1+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+2+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+3+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+4+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+5+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+6+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+7+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+8+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+9+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+10+images

https://wiki.liutyi.info/display/AI/SeFi+Image+5B+Turbo+-+Ai+Art+11+images

Total parameters count (Text Encoder + Transformer + VAE)

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FLUX.2 Dev 32B - 56'318'688'547

MiniMax H3 33B 69'235'573'433

Some test results

	1B	2B	5B	5B RL
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Turbo	Image Modified	Image Modified	Image Modified	N/A

	1B	2B	5B	5B RL
Base	Image Modified	Image Modified	Image Modified	Image Modified
Turbo	Image Modified	Image Modified	Image Modified	N/A

	1B	2B	5B	5B RL
Base	Image Modified	Image Modified	Image Modified	Image Modified
Turbo	Image Modified	Image Modified	Image Modified	N/A

	1B	2B	5B	5B RL
Base	Image Modified	Image Modified	Image Modified	Image Modified
Turbo	Image Modified	Image Modified	Image Modified	N/A