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! • 𝗣𝗿𝗶𝗰𝗶𝗻𝗴: $0.02/s at 480p · $0.04/s at 768p • 𝗦𝗽𝗲𝗲𝗱: ~0.97 s at 480p · ~2.2 s at 768p per second of output video • 𝗜𝗻𝗽𝘂𝘁: One portrait with a text script or uploaded audio • 𝗩𝗼𝗶𝗰𝗲𝘀: 30 voices across 10 languages • 𝗗𝘂𝗿𝗮𝘁𝗶𝗼𝗻: 1s–3min at 24 fps, in 480p or 768p • 𝗖𝗼𝗻𝘁𝗿𝗼𝗹: 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. 📚 Model docs: docs.api.pruna.ai/guides/mod… 🧩 Try the model through the API or Playground: dashboard.pruna.ai/login

p-video-2-pro is now the undisputed king of video models on @DesignArena. #1 ELO, Only model on Pareto plots

it's just fun playing around with it! Iterating with it goes so fast, insane! Everything with a *single* prompt and a few references 🫪 greetings from eisbachwelle in munich 🤙

P-video-2-pro slowly climbed up to #1 ELO model on quality! Not only that, it is also the fastest and cheapest model on the market. There is literally 0 reason to use any other video model anymore.

P-Video-2-Pro now has a Cost mode! Get the same output quality as Speed mode, now starting from just $0.01/s. Optimised for cost when generation time matters less. And for launch, it’s 50% off until October 13! • 𝗜𝗻𝗽𝘂𝘁: Text or first-frame image, with optional last-frame conditioning • 𝗗𝘂𝗿𝗮𝘁𝗶𝗼𝗻: 5–15s with generated audio • 𝗣𝗿𝗶𝗰𝗶𝗻𝗴: $0.01/s at 480p · $0.025/s at 768p • 𝗖𝗼𝗻𝘁𝗿𝗼𝗹: First + last frame, seed, aspect ratio, and prompt upsampling Three modes: Cost, Speed, Quality. Pick the tradeoff that fits your workflow. Available via our inference partners @Cloudflare, @Scenario_gg, @replicate, @wiroai, @TellersAI, @eachlabs, @edenaico, @runware, @wavespeed_ai, @inference_sh, @togethercompute, and @prodialabs. Validated by our benchmark partners @datapointai, @RapidataAI, and @DesignArena. 📚 Model docs: docs.api.pruna.ai/guides/mod… 🧩 API: dashboard.pruna.ai/login

P-Video-2-Pro dominates the quality-speed frontier on @DesignArena for both Text-to-Video and Image-to-Video! Image-to-Video: • Quality: #3 · 1325 Elo · 8.0s • Speed: #2 · 1325 Elo · 4.5s Text-to-Video: • Quality: #4 · 1308 Elo · 8.6s • Speed: #6 · 1298 Elo · 4.7s That’s a 19–22 place jump from P-Video-2.

Shoutouts to our distillation wizard @simlang_. It was a lot of fun to build together, and I'm proud of how far we got in the limited time we had.

Today, we open-source Pruna-Qwen-Image-2.1, a set of a few-step LoRA adapters that make Qwen-Image-2.1 by @Alibaba_Qwen up to 6.3× faster for image generation and editing. - 𝗛𝗼𝘄 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗶𝘀 𝗶𝘁? Generate or edit images in just 5 or 8 steps instead of 40. Choose 5 steps for maximum speed or 8 steps for the best balance. - 𝗛𝗼𝘄 𝗴𝗼𝗼𝗱 𝗶𝘀 𝗶𝘁? The 8-step adapter is our recommended default. It supports text-to-image and single- or multi-image editing at 1K resolution, with up to three reference images. - 𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸?The LoRA adapters load directly on top of Qwen-Image-2.1, while the pipeline remains unchanged. Each adapter uses its own optimized sigma schedule and runs without CFG. 𝘛𝘩𝘪𝘴 𝘪𝘴 𝘫𝘶𝘴𝘵 𝘰𝘶𝘳 𝘧𝘪𝘳𝘴𝘵 𝘳𝘦𝘭𝘦𝘢𝘴𝘦, 𝘸𝘪𝘵𝘩 𝘦𝘷𝘦𝘯 𝘣𝘦𝘵𝘵𝘦𝘳 𝘷𝘦𝘳𝘴𝘪𝘰𝘯𝘴 𝘰𝘯 𝘵𝘩𝘦 𝘸𝘢𝘺. 🚀 Want to try the fast open-source integration? Check it here on Diffusers: buff.ly/1CpiRPp Want to try the fastest image generation and editing endpoint? Check P-Image-Ideogram and P-Image-Edit here on API: buff.ly/gw5tvUV

In case you ever wondered how I got good at optimizing models... here’s my story. Made with P-Video-2-Pro for less than $2 and in under 2 minutes.

P-Video-2-Pro by @PrunaAI built on MiniMax H3 💜 Now on available on all our inference partners @replicate, @Cloudflare, @eachlabs, @scenario_gg, @TellersAI, @wavespeed_ai, @wiroai, @runware, @togethercompute. 📚 Docs: docs.api.pruna.ai/guides/mod… 🧩 API: dashboard.pruna.ai/login

There are already some very fast @MiniMax_AI H3 implementations out there, both open- and closed source. But how much performance can you get per dollar? Today @PrunaAI is launching P-Video-2-Pro, fast, affordable and built for high-quality video generation at scale

Today, we launch P-Video-2-Pro, based on MiniMax H3: The best quality. The best speed. Text or image in. Video and audio out. • 𝗜𝗻𝗽𝘂𝘁: Text or first-frame image, with optional last-frame conditioning • 𝗦𝗽𝗲𝗲𝗱: ~2.0s for a 5s clip at 480p · ~4.3s at 768p in Speed mode • 𝗣𝗿𝗶𝗰𝗶𝗻𝗴: From $0.02/s Speed · $0.04/s Quality • 𝗠𝗼𝗱𝗲𝘀: Speed or Quality • 𝗖𝗼𝗻𝘁𝗿𝗼𝗹: First and last frame, seed, aspect ratio, and prompt upsampling with Off, Turbo, or Max Available via our inference partners @replicate, @Cloudflare, @eachlabs, @scenario_gg, @TellersAI, @wavespeed_ai, @wiroai, @runware, and @togethercompute Validated by our benchmark partners @datapointai, @RapidataAI, and @DesignArena. Benchmarks to be released soon 👀 👉 Free Playground: playground.pruna.ai/ 📚 Model docs: docs.api.pruna.ai/guides/mod… 🧩 API: dashboard.pruna.ai/login

P-Image-Ideogram, built with @ideogram_ai, now has a Very High mode. Very High uses test-time scaling to push final image quality further. Built for hero assets, difficult prompts, and quality-critical generations when people and products have to pop. • ~5.55s at 1K · $0.033/image (1K) · $0.066/image (2K) • Five modes from Very Low ($0.003) through Very High Again, benchmarks agree: This new very high mode is on efficiency-quality based on human and automated evals from @datapointai, @DesignArena, and P-Judger. Full benchmarks results follow in a later post on P-Bench. Available on @cloudflare @ComfyUI @GammaApp @inference_sh @kittldesign @LeonardoAi @lovart_ai @magnific @picsart @replicate @runware @scenario_gg @togethercompute @wavespeed_ai @wiroai 👉 Free Playground: playground.pruna.ai/p-image-… 🧩 API: docs.pruna.ai/ 📚 Model page: pruna.ai/p-image-ideogram

BREAKING: p-image-ideogram by @PrunaAI and @ideogram_ai establishes new Pareto frontiers for both Preference vs. Price and Preference vs. Speed. At 1K resolution, the very_low reasoning variant costs just 0.3¢ per image, while low costs 0.75¢ per image. Both generate images in around 3 seconds - roughly 8.6× faster than the Design Arena average. A major step forward in making high-quality image generation faster and more affordable. Huge congratulations to both teams!

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Today, we open-source PrunaVAED, a faster drop-in replacement decoder for video generation with LTX-2.3! - 𝗛𝗼𝘄 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗶𝘀 𝗶𝘁? ~1.7-2.1x faster decoder & ~50% lower peak VRAM - 𝗛𝗼𝘄 𝗴𝗼𝗼𝗱 𝗶𝘀 𝗶𝘁? Near-original visual quality & no changes to the latent encoding - 𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸? We pruned, trained & distilled video decoders to maximize efficiency of the LTX-2.3 series from @Lightricks Want to try the fast open-source integration? Check it here on Diffusers: huggingface.co/PrunaAI/Pruna… Want to try the fastest video generation endpoint? Check p-video here on API: docs.api.pruna.ai/guides/mod…

P-Image-Try-On delivers the fastest and cheapest virtual try-on on the market. • Affordable: $0.015 for the first garment, $0.008 for each additional one • Multi-garment: fit up to 11 garment references onto a person photo • Quality mode for <2s per garment • Turbo mode for even higher speeds <4s in total • Prompt guidance and pose guidance for precise control Ideal for fashion, e-commerce, and catalog teams shipping VTO without reshoots. Available day 0 on Pruna API and with our launch partners: @cloudflare @scenario_gg @replicate @wiroai @tellersai @eachlabs @wavespeed_ai @runware @LookFashionai 👉 Playground: buff.ly/H0JaU3o 📚 API: buff.ly/eC37dSK 🧩 P-Video, P-Image, P-Image-Edit & more: buff.ly/tL6ADhO

P-Video-Avatar is now the fastest model for top-quality and diverse avatar generation. - It costs 0.025$ per second of video, making it up 6× cheaper than similar avatar tools - It takes 1.83s generation time per second of video, making it up to 18x faster than similar avatar tools. - It offers full-body control, integrated audio support in 20+ languages, and is long-form video-ready for up to 3-minute consecutive clips. We are launching with free usage until Sunday 23:59 CET at @replicate, @WiroAI, @inference_sh, @Runware, @Scenario_gg And with general availability at: @deepinfra, @Eachlabs Try it now: p-video-playground-productio… 📚 API & quickstart for Pruna API: docs.api.pruna.ai/guides/qui… ⭐️ Star our OSS: github.com/PrunaAI/pruna 🌐 Website: pruna.ai/

Waiting for video models can be annoying. That’s why we added a Draft Mode for P-Video, so you can iterate quickly on video ideas. The draft below took just 2.5 seconds to generate. 🤯

once again breaking the pareto front