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apolinario (poli)

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@multimodalart

ML Engineer for Art and Creativity @HuggingFace
multimodal.art Joined July 2021
713 Following 17K Followers 4.8K Posts

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apolinario (poli) Verified account @multimodalart
Pruna fine-tuned H3 to spit out a single frame, converting a video model back to an image model

and it does have a breath of fresh air in the aesthetics, I'm getting outputs out of this model that I can't get from other models
Pruna AI Verified account @PrunaAI Nov 3
Today, we open-source P-H3-Image, an image generation and editing model built from MiniMax-H3 by @MiniMax_AI. A SOTA video model, turned into an efficient open image model.

- 𝗛𝗼𝘄 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝘁 𝗶𝘀 𝗶𝘁? Generate or edit images 5× faster, in 8 steps instead of 50. A 4 MP image takes 2.6 s instead of 12.4 s. The model is 7× smaller than H3, so high-resolution images are a light download and run on a much smaller GPU.

- 𝗛𝗼𝘄 𝗴𝗼𝗼𝗱 𝗶𝘀 𝗶𝘁? Strongest at photorealism, documentary and editorial photography, film stills, and graphic styles with short quoted text. It renders 2 to 16 MP and edits with up to 8 input images.

-𝗛𝗼𝘄 𝗱𝗼𝗲𝘀 𝗶𝘁 𝘄𝗼𝗿𝗸? We reworked every component of H3: the prompt upsampler, the text encoder, the diffusion schedule, the transformer, and the decoder. Use it with Diffusers or ComfyUI.

📄 Tech Report: pruna.ai/blog/oss-p-h3-…
🤗 @huggingface Open Weights: huggingface.co/PrunaAI/P-H3-I…
👉 @ComfyUI Native Support: huggingface.co/PrunaAI/P-H3-I…
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apolinario (poli) Verified account @multimodalart
pika releasing an open weights model wasn't in my cards 🃏

looks really good! i've been testing it on spaces huggingface.co/spaces/Pika-La…
huggingface.co Pika H3 Flex - a Hugging Face Space by Pika-Labs Six-step video + audio · Pika reference code
Pika @pika_labs Oct 29
Meet Pika H3 Flex, debuting today as the #1 open weight model on DesignArena’s t2v board.

It’s built for professional iteration, with exportable audio stems, resolutions up to 4k, and faster-than-realtime generation. It can produce a 15-second clip with soundtrack in as little as 7 seconds.

So, yeah. It’s kind of a flex 💅
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apolinario (poli) Verified account @multimodalart
Qwen 2.1 distilled to just 2 steps and keeping up on quality!

Unlocking real time use-cases on RTX 4090 and above!
Linoy Tsaban Verified account @linoy_tsaban Oct 23
Introducing Qwen Image 2.1 Realtime ⚡️
I'm releasing V1 of my *2-step* distilled LoRA, and it runs in *realtime* on ZeroGPU ⚡️⚡️
(live editing part of the video was not sped up!)

> DMD2, rank 32
> 2 steps, with quality competitive with Turbo (8-step) and Base (40-step)
> realtime on ZeroGPU (half of an RTX Pro 6000)

LoRA: huggingface.co/linoyts/Qwen-I…
Space: huggingface.co/spaces/linoyts…
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