Pruna AI

The Pruna community used P-Video-Edit to change wardrobes, products, seasons, locations, characters, and entire worlds while keeping the original motion.

Don't reshoot it, edit it.

Thank you all of you for making these creations with P-Video-Edit!

📹 Watch the videos here: youtube.com/@PrunaAI/playl…
📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB

Text-to-Video: P-Video-2-Pro is now one of the strongest model families on the @DesignArena leaderboard.

Three P-Video-2-Pro modes rank near the top:

• Cost: #4 · 1321 Elo
• Quality: #5 · 1304 Elo
• Speed: #7 · 1294 Elo

And on the Preference × Speed benchmark, Pruna makes up 4 of the 5 models on the high-preference section of the Pareto frontier.

All three P-Video-2-Pro modes sit on the frontier, offering different trade-offs between preference and generation time.

Cost also lands on the Preference × Price Pareto frontier, starting at just $0.01/s.

One model, three modes. Depending on whether you want to optimise for cost, speed, or quality.

Benchmark by @DesignArena

📚 Documentation: docs.api.pruna.ai/guides/models/…
🧩 API: dashboard.pruna.ai/login
🥇 P-Bench: huggingface.co/spaces/PrunaAI…

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How does P-Video-2-Pro perform across quality, speed, and cost? Across its modes, it lands on the Pareto frontiers.

For the scored 768p Pro variants, the P-Bench data gives:

Text-to-Video
• Quality: 1022 Elo · 8.34s
• Speed: 1011 Elo · 4.04s
• Cost: 1011 Elo · 10.17s

Image-to-Video
• Quality: 1013 Elo · 9.27s
• Speed: 994 Elo · 3.00s
• Cost: 994 Elo · 10.76s

Three modes, each optimised for a different tradeoff: Quality, Speed, or Cost.

Across them, P-Video-2-Pro sits on the preference × speed and preference × price Pareto frontiers.

🥇 Full benchmark: huggingface.co/spaces/PrunaAI…

P-Video-2-Pro (Cost) lands on the Preference × Price Pareto frontier on @DesignArena, with pricing starting at just $0.01/s.

That holds for both Text-to-Video and Image-to-Video, putting Cost among the strongest price–preference tradeoffs on the benchmark.

At $0.01/s for 480p and $0.025/s for 768p, it’s the cheapest P-Video-2-Pro mode, while still averaging around 10 seconds per generation, nearly 10× faster than the average video model.

Today, we open-source PrunaSuperPoint in collaboration with Eclipse Aidge for the DeepGreen project, an optimized version of SuperPoint built for faster keypoint detection on edge devices.

- 𝗛𝗼𝘄 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗶𝘀 𝗶𝘁? Up to 2.1× faster on Jetson Orin Nano, with optimizations applicable to other runtimes.
- 𝗛𝗼𝘄 𝗴𝗼𝗼𝗱 𝗶𝘀 𝗶𝘁? The distilled model retains strong keypoint coverage across indoor and outdoor data, with low descriptor differences from the original model. As always, performance should be validated on your specific downstream task.
- 𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸? We structurally prune the most expensive convolutional layers, recover performance through distillation, and accelerate keypoint selection with hierarchical top-k, all while preserving the original architecture’s core behavior.

Want to try fast, open-source keypoint detection on edge devices?
Check PrunaSuperPoint here on HuggingFace: buff.ly/cWmYYCy
Read the full pruning tutorial for SuperPoint using the Aidge platform: buff.ly/osJWfGX

The plate is waiting. One dish. One shot. Make them hungry.

Product P-Video-2-Pro generates a cinematic video from text, a first-frame image, or the first and last frames. Picture and sound in one clip, up to 15 seconds.

Cost from $0.01/s of output video · Speed from $0.02/s · Quality from $0.04/s

What's the setup? 👀
- Model: P-Video-2-Pro
- Settings: Quality mode, 768p, prompt_upsampling max
- Input prompt in the comments 👇

📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB

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/models/…
🧩 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.

The Pruna-Qwen-Image-2.1 Space is now live!

You can now test our few-step LoRA adapters for Qwen-Image-2.1 by @Alibaba_Qwen directly in your browser, no setup or code required.

- 5 steps for maximum speed
- 8 steps for the best balance of speed and quality
- Text-to-image and image editing support

Put it to the test and show us the results. B𝘦𝘵𝘵𝘦𝘳 𝘷𝘦𝘳𝘴𝘪𝘰𝘯𝘴 𝘰𝘯 𝘵𝘩𝘦 𝘸𝘢𝘺. 🚀

Test the Pruna-Qwen-Image-2.1 Space on @huggingface by @_akhaliq: huggingface.co/spaces/PrunaAI…
Check Pruna-Qwen-Image-2.1: huggingface.co/PrunaAI/Pruna-…

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

This week we're reviewing your 𝗣𝗿𝘂𝗻𝗮 𝗖𝗿𝗲𝗮𝘁𝗶𝘃𝗲 𝗣𝗿𝗼𝗴𝗿𝗮𝗺 ✨ applications! Hurry up and apply now to be considered!

- 𝗪𝗵𝗮𝘁’𝘀 𝗶𝘁 𝗮𝗯𝗼𝘂𝘁? A space for AI artists and creators to experiment with faster, more affordable, and controllable models.
- 𝗪𝗵𝗼’𝘀 𝗶𝘁 𝗳𝗼𝗿? The program is open to artists, filmmakers, animators, designers, developers, creative technologists, and AI-native creators.
- 𝗪𝗵𝗮𝘁 𝗱𝗼 𝘆𝗼𝘂 𝗴𝗲𝘁? Become an 𝗘𝘅𝗽𝗹𝗼𝗿𝗲𝗿 or a 𝗙𝗲𝗹𝗹𝗼𝘄 and get supported with monthly credits, early model access, rewarded campaigns, and opportunities to be featured.

No need for thousands of followers. Just original ideas.
Your work. Your style. Your creative freedom.

Read more information and apply here: buff.ly/9xNoyxr

The clothes are waiting. One choice. One look. One transformation.

Product P-Video-2-Pro generates a cinematic video from text, a first-frame image, or the first and last frames. Picture and sound in one clip, up to 15 seconds.

Speed from $0.02/s of output video · Quality from $0.04/s

What's the setup? 👀
- Model: P-Video-2-Pro
- Settings: Quality mode, 768p, prompt_upsampling max
- Input prompt in the comments 👇

🧪 Free Playground: buff.ly/SFnS9yZ
📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB

New challenge to celebrate P-Video-2-Pro! $2,000 Prize Pool

🎨 𝐘𝐎𝐔𝐑 𝐒𝐓𝐎𝐑𝐘 𝐓𝐎 𝐓𝐄𝐋𝐋

𝗣-𝗩𝗶𝗱𝗲𝗼-𝟮-𝗣𝗿𝗼, based on MiniMax H3. Quality-tier video generation model. First and Last Frame. 480p/768p with generated audio. Speed and Quality mode. Off, turbo, or max prompt upsampler.

Your story starts here.

Nothing is more satisfying than P-Video-2-Pro. Breathe and relax.

P-Video-2-Pro generates a cinematic video from text, a first-frame image, or the first and last frames. Picture and sound in one clip, up to 15 seconds.

Speed from $0.02/s of output video · Quality from $0.04/s

🧪 Free Playground: buff.ly/SFnS9yZ
📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB

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/models/…
🧩 API: dashboard.pruna.ai/login

The Pruna Build Program is open for teams shipping real AI products.

Everyone can try in Stage 0. Then, start with $300 in free credits after signup, and unlock up to $ 3,900 total as your usage grows. No heavy application: add billing info, build, and unlock the next stage when you hit usage milestones.

Built for SaaS, API, and teams who care about cost, speed, and efficiency. You can also get early access to our P-Models, visibility, and extra support.

Read how it works: buff.ly/fPacNsq
Apply in 2 minutes: buff.ly/cstG31l
Applications are reviewed monthly (third week of each month).

🌐 Website: pruna.ai
📚 Documentation: buff.ly/MxawQpQ
🧩 API: buff.ly/1l6X0XB

No set. No recapture. Same face, same mic. The vocal is already on the track.

P-Video-2 generates a whole new video from text, image, or audio-conditioned input. A jump in quality and efficiency for videos up to 20 seconds.

Standard from $0.025/s of output video · Draft mode from $0.015/s

What's the setup? 👀
- Model: P-Video-2
- Input image: Artist on stage with a microphone
- Input audio: Imported music track
- Input prompts: A young woman sings the song, natural mouth shapes, believable breathing, and facial expressions that reflect the emotion and intensity of the vocals. She maintains a confident stage presence while making subtle rhythmic movements.

👉 Free Playground: buff.ly/SFnS9yZ
📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB

P-Video-Edit and P-Video-Edit Draft are in the same performance band on Design Arena.

Draft scores 1170 Elo vs 1163 for Standard, while cutting average generation time from 64.1s to 28.5s.

That puts P-Video-Edit Draft on the Pareto frontier for preference × speed, as well as price × speed.

Benchmark by @DesignArena.

👉 Free Playground: playground.pruna.ai/p-video-edit
📚 Documentation: docs.pruna.ai/en/stable/docs…
🧩 API: dashboard.pruna.ai/login
🥇 P-Bench: huggingface.co/spaces/PrunaAI…

The product is ready. The creator is not. Do you wait on a shoot, or generate the ad from the still?

P-Video-2 generates a whole new video from text, image, or audio-conditioned input. A jump in quality and efficiency for videos up to 20 seconds.

Standard from $0.025/s of output video · Draft mode from $0.015/s

What's the setup? 👀
- Model: P-Video-2
- Input image: Creator holding a serum bottle in a bathroom
- Input prompts: The woman holds the serum bottle toward the camera and speaks enthusiastically: "Okay, this serum actually fixed my dry patches in one week." Subtle head movement, natural blinking, static phone-camera framing, warm bathroom background unchanged. Audio: soft trending lo-fi hip-hop beat playing under her voice, her voice clear and close-mic, very light bathroom room tone — never voice-only.

👉 Free Playground: buff.ly/SFnS9yZ
📚 Documentation: buff.ly/0P6Derc
🧩 API: buff.ly/1l6X0XB