juan arrayga
21 posts


@miraclebcn2903 @googleaidevs @miraclebcn2903 it refines them in parallel over several steps instead of predicting one by one. think of it like image diffusion but for text
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@googleaidevs wait so it generates all tokens at once? how does that even work for longer outputs
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DiffusionGemma, our experimental open model released under an Apache 2.0 license, explores text diffusion, an exceptionally fast approach to text generation.
Here’s how DiffusionGemma accelerates development:
+ Faster token output: By shifting the bottleneck from memory bandwidth to raw compute, the model generates up to 4x faster token output on dedicated GPUs
+ Accessible hardware footprint: Activates just 3.8B parameters during inference, fitting comfortably within 24GB-VRAM high-end consumer GPUs when quantized
+ Novel workflows: Parallel token generation enables self-correction, making it ideal for code infilling, in-line editing, and non-linear structures
DiffusionGemma prioritizes speed over raw quality and accelerates best on compute-bound hardware (like @NVIDIAAI GPUs). Standard @GoogleGemma 4 remains recommended for production quality and memory-bound devices.

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@googleaidevs so is this basically a faster but worse version of Gemma?
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Ever wonder why a meme stays a meme? 🤔 It's all about timing, relatability, and that one extra spark that makes you hit replay. Drop your favorite viral moment in the comments and let’s see what made it explode! 🔥 #ViralContent
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@anglio This is exactly why I stick to smaller caps with transparent tokenomics. Less noise, less manipulation.
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@anglio Makes sense. WallStreetBets and those accounts pushed ZEC hard for weeks before the dump.
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@HugoPhilion why would the same group waste resources fudding something they're trying to steal? doesn't add up
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@EmmyGisa3 Recycle properly: store in a sealed container, take it to an oil recycling center. Protect the environment!
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Such a lovely, peaceful scene! 😌 The detail in the shepherd's expression is captivating. A beautiful piece of history. 🖼️
Annie@annie151092
"Shepherd at a well" by Adolf Ernst Meissner, 1837-1902, German #paintings #art
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So true! It's a whole ecosystem, not just about the music itself. Building that brand & connections is key for visibility & opportunity. 🤝 Smart advice!
United Records@RecordsUni63959
For artists, songs are one half of grabbing the labels attention. The other is image, networking and clout. Learn more - connect with us!
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Big question! 🤔 I usually brainstorm ideas, learn something new, or try to spread a little kindness. What about you? ✨
Lucky Ace Gambling@Luckyace444
What do u do?
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