Sara Han retweeted
Weโre open-sourcing more distillation work, this time including prompt upsampling distillation. ๐
End to end, from the raw prompt to the final image: 51s โ 1.2s i.e. ~42ร faster
Prompt upsampling used to be the bottleneck. Not anymore.
Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step!
- ๐๐ผ๐ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ถ๐ ๐ถ๐? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation.
- ๐๐ผ๐ ๐ด๐ผ๐ผ๐ฑ ๐ถ๐ ๐ถ๐? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style.
- ๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation.
๐ค Open Weights: huggingface.co/PrunaAI/P-Q-Iโฆ
๐ HF Space: huggingface.co/spaces/PrunaAโฆ
Sara Han retweeted
new open source qwen image 2.1 distillation loras!
Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step!
- ๐๐ผ๐ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ถ๐ ๐ถ๐? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation.
- ๐๐ผ๐ ๐ด๐ผ๐ผ๐ฑ ๐ถ๐ ๐ถ๐? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style.
- ๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation.
๐ค Open Weights: huggingface.co/PrunaAI/P-Q-Iโฆ
๐ HF Space: huggingface.co/spaces/PrunaAโฆ
Not everyone wants an API. Lots of you want efficient models you run yourselves, with full control. This one's for you ๐
Qwen-Image 2.1 recommends a separate 9B prompt upsampler that reasons before it writes. It makes a huge difference, yet plenty of people still switch it off because it's slow and eats VRAM.
So one of our 6-step LoRAs distills that upsampler in. Short prompt in, no second model, no extra pass. No CFG, and the other adapter stays faithful for edits.
For infographics, dense text or prompts that need real reasoning, keep the full upsampler on.
Open weights, runs in @ComfyUI too, built on @Alibaba_Qwen's work. Go push it!
Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step!
- ๐๐ผ๐ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ถ๐ ๐ถ๐? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation.
- ๐๐ผ๐ ๐ด๐ผ๐ผ๐ฑ ๐ถ๐ ๐ถ๐? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style.
- ๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation.
๐ค Open Weights: huggingface.co/PrunaAI/P-Q-Iโฆ
๐ HF Space: huggingface.co/spaces/PrunaAโฆ
Two new 6-step LoRAs! Totally open-source! Go and try them!
Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step!
- ๐๐ผ๐ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ถ๐ ๐ถ๐? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation.
- ๐๐ผ๐ ๐ด๐ผ๐ผ๐ฑ ๐ถ๐ ๐ถ๐? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style.
- ๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation.
๐ค Open Weights: huggingface.co/PrunaAI/P-Q-Iโฆ
๐ HF Space: huggingface.co/spaces/PrunaAโฆ
Today, we open-source v0.2 of P-Q-Image-2.1, two new 6-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen. The first distillation that removes the prompt-upsampling step!
- ๐๐ผ๐ ๐ฒ๐ณ๐ณ๐ถ๐ฐ๐ถ๐ฒ๐ป๐ ๐ถ๐ ๐ถ๐? Generate or edit images in just 6 steps instead of 40. Use 6-steps for preserving inputs when editing and 6-steps-upsampled for improved visual quality and shorter end-to-end generation.
- ๐๐ผ๐ ๐ด๐ผ๐ผ๐ฑ ๐ถ๐ ๐ถ๐? 6-step distillation provides improved quality with few generation steps. 6-steps-upsampled is the first distillation that removes the need for a separate prompt-upsampling step. This means 41 to 80 seconds saved, depending on your prompt style.
- ๐๐ผ๐ ๐ฑ๐ผ๐ฒ๐ ๐ถ๐ ๐๐ผ๐ฟ๐ธ? The LoRA adapters load directly on top of Qwen-Image-2.1, so the pipeline stays unchanged. Few-step distillation cuts the diffusion cost, and the upsampled adapter also removes the prompt-upsampling step before image generation.
๐ค Open Weights: huggingface.co/PrunaAI/P-Q-Iโฆ
๐ HF Space: huggingface.co/spaces/PrunaAโฆ
P-Video-2-Pro-Avatar is #1 in overall human ratings, at a fraction of the cost and in seconds.
- Quality: #1 of 10 models at 768p
- Cost: 7ร cheaper, just $0.02/s vs $0.14/s at 480p
- Speed: 3ร faster, just ~9.7s for a 10s clip at 480p
- # 1 for music videos at 768p and #2 at 480p
Across both Quality ร Price and Quality ร Speed, P-Video-2-Pro-Avatar stands out in the high-quality, low-cost, fast-generation region.
From UGC ads to music videos, create high-quality talking avatars without compromising on speed or budget.
Benchmarked by @RapidataAI.
๐งฉ API & Playground: buff.ly/OHtx3eM
๐ Documentation: buff.ly/bHQHKV0
๐ P-Bench: buff.ly/Fk54Z2K
One portrait + one script = a talking video with natural expressions and accurate lip sync. No camera, no studio.
@PrunaAI P-Video-2-Pro-Avatar: from $0.02/s, 50% off until Nov 5, 18:00 CET.
Full details ๐
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
Sara Han retweeted
A single photo can become a video of a talking avatar, complete with natural expressions and lip-syncing.
P-Video-2-Pro-Avatar also supports audio alone or speech from text, up to 3 minutes. It's interesting to create content without needing to re-record it.
The 50% launch discount is valid until November 5.
@PrunaAI
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
๐๐ก๐ ๐๐ฅ๐๐ฒ๐ ๐ซ๐จ๐ฎ๐ง๐ ๐ข๐ฌ ๐๐๐๐ค ๐๐ง๐ ๐๐๐ญ๐ญ๐๐ซ ๐ญ๐ก๐๐ง ๐๐ฏ๐๐ซ!
If you havenโt noticed yet, the Playground is available again, now powered directly by the API. This means:
1) Forget about sharing it with others and being limited
2) No more 5-generation limit -> Use your credits to create as much as you want.
Sign up now in the Dashboard, add your payment information, and get $20 in free credits (+100 video generations), with no other commitment required!
Start creating in the Playground today: buff.ly/OHtx3eM
Sara Han retweeted
One image. Two ways to bring it to life.
P-Video-2-Pro-Avatar is here!
Powered by MiniMax H3, delivering realistic expressions, natural motion, and accurate lip-sync from a single portrait.
Your image. Your voice. Your story.
This is where AI avatars get REAL.
@PrunaAI
๐ค Made with AI
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
Sara Han retweeted
P-Video-2-Pro-Avatar is live ๐
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
Sara Han retweeted
You can now animate all pieces of art in seconds ๐ญ
We are super happy to release P-Video-2-Pro-Avatar, creating the highest-quality avatars at the highest speed.
Try it on the Pruna API here: dashboard.pruna.ai/login
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
I can't believe what they say on this talk show ๐
By P-Video-2-Pro-Avatar
Introducing P-Video-2-Pro-Avatar, based on @MiniMax_AI H3 !
Turn a single portrait into a realistic talking video with natural expressions and accurate lip sync.
And for launch, it's 50% off for the first two weeks, until November 5 at 18:00 CET!
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: $0.02/s at 480p ยท $0.04/s at 768p
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ: ~0.97 s at 480p ยท ~2.2 s at 768p per second of output video
โข ๐๐ป๐ฝ๐๐: One portrait with a text script or uploaded audio
โข ๐ฉ๐ผ๐ถ๐ฐ๐ฒ๐: 30 voices across 10 languages
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 1sโ3min at 24 fps, in 480p or 768p
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: Voice delivery, scene motion, seed, and prompt upsampling
One image, two ways to bring it to life. Use your own audio or generate speech directly from text.
Available via our inference partners @replicate, @eachlabs, @Cloudflare, @scenario_gg, @wavespeed_ai, @WiroAI, Sociaro, @TellersAI, and @togethercompute.
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ Try the model through the API or Playground: dashboard.pruna.ai/login
Munich, join us for Hacktoberfest with @MLHacks !
We're hosting a casual meetup at the Pruna office on October 29!
Come grab a pizza, have a drink, meet other developers, and chat about open source, side projects, or whatever you're building.
No talks or pitches, just a relaxed evening with the local community.
๐ Pruna office, Munich
๐
October 29, 6โ9 PM
Hope to see you there!
๐ Sign up: events.mlh.com/events/15374-โฆ
Sara Han retweeted
Couldn't resist making this cute robot dance.๐
Dropped it straight into @PrunaAI P-Video-2-Pro-Reference and the turnaround was incredibly fast.โก
This week we're reviewing your ๐ฃ๐ฟ๐๐ป๐ฎ ๐๐ฟ๐ฒ๐ฎ๐๐ถ๐๐ฒ ๐ฃ๐ฟ๐ผ๐ด๐ฟ๐ฎ๐บ โจ applications! Hurry up and apply now to be considered!
- ๐ช๐ต๐ฎ๐โ๐ ๐ถ๐ ๐ฎ๐ฏ๐ผ๐๐? A space for AI artists and creators to experiment with faster, more affordable, and controllable models.
- ๐ช๐ต๐ผโ๐ ๐ถ๐ ๐ณ๐ผ๐ฟ? The program is open to artists, filmmakers, animators, designers, developers, creative technologists, and AI-native creators.
- ๐ช๐ต๐ฎ๐ ๐ฑ๐ผ ๐๐ผ๐ ๐ด๐ฒ๐? Become an ๐๐
๐ฝ๐น๐ผ๐ฟ๐ฒ๐ฟ or a ๐๐ฒ๐น๐น๐ผ๐ and get supported with monthly credits, early model access, monthly paid campaigns, and opportunities to be featured.
Just original concepts. Share your style with creative freedom and hundreds of possibilities.
Read more information and apply here: pruna.ai/blog/pruna-creativeโฆ
Sara Han retweeted
p-video-2-pro is now the undisputed king of video models on @DesignArena.
#1 ELO, Only model on Pareto plots
Thanks to everyone who's already given P-Video-2-Pro-Reference a spin ๐ฌ
Haven't tried it yet? Here's your sign!
We're offering 50% off until October 29 at 18:00 CEST.
Give it a try ๐
Introducing P-Video-2-Pro-Reference based on @MiniMax_AI H3! ๐ฌ
Combine images, videos, and audio references to guide how your video looks, moves, and sounds. Keep characters consistent, transfer motion, and bring different visual elements together in a single generation.
โข ๐๐ป๐ฝ๐๐: Text prompt with image and/or video references, plus optional audio
โข ๐ฅ๐ฒ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐ฐ๐ฒ๐: Up to 9 images, 3 videos, and 3 audio files
โข ๐๐๐ฟ๐ฎ๐๐ถ๐ผ๐ป: 5โ15s at 480p or 768p
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ถ๐ป๐ด: Output starting at $0.015/s in Cost mode, with reference inputs billed separately
โข ๐๐ผ๐ป๐๐ฟ๐ผ๐น: First and last frames, seed, aspect ratio, and prompt upsampling
Two modes: Speed and Cost. Choose the trade-off that fits your workflow.
Available via our inference partners @Cloudflare, @scenario_gg, @replicate, @WiroAI, @TellersAI, @eachlabs, @wavespeed_ai, @inference_sh, @_segmind, @togethercompute, @EdenAIco, and @runware
Validated by our benchmark partners @datapointai, @RapidataAI, and @DesignArena
๐ Model docs: docs.api.pruna.ai/guides/modโฆ
๐งฉ API: dashboard.pruna.ai/login

















