

I set myself a small challenge: to code in 2 days a French SaaS platform that generates professional photos by training its own AI model in just 2 clicks (yes, yes…) with the latest models while respecting privacy. I'm almost done, but I have

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I set myself a small challenge: to code in 2 days a French SaaS platform that generates professional photos by training its own AI model in just 2 clicks (yes, yes…) with the latest models while respecting privacy. I'm almost done, but I have
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Very cool space by @linoy_tsaban and @multimodalart : you can generate an image an make it morph from one concept to the other!
— m_ric (@AymericRoucher) 5 septembre 2024
Mine below is:
"A painting of a woman"
Mannerism ⬅️➡️ Cubism pic.twitter.com/wiq7SDLh9K
Very cool space by @linoy_tsaban and @multimodalart : you can generate an image an make it morph from one concept to the other! Mine below is:
"A painting of a woman"
Mannerism Cubism

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Here's Google's problem. To use Gemini, you need to create a GCP account, create a service account, go to Google AI Studio, activate the product, then generate your key, which you use using AI Studio but the product is actually called Generative API.

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It is hard not to draw parallels here ChatGPT is rolling out its Memory feature in EU and KR right after Gemini Saved Info release (which works similarly) Interestingly, ChatGPT refuses to remember that I am Groot h/t @btibor91
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They are comparable. Ideogram is better with text but imagen3 is good for non realistic images

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4 interesting ChatGPT prompt frameworks (Save for later)
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The pillar Safe & Trusted AI focuses on ensuring the responsible development, deployment, and adoption of AI by implementing Responsible AI projects, developing indigenous tools and frameworks, self-assessment checklists for innovators, and other guidelines and governance… pic.twitter.com/m6Z4pja99v
— IndiaAI (@OfficialINDIAai) 5 septembre 2024
The pillar Safe & Trusted AI focuses on ensuring the responsible development, deployment, and adoption of AI by implementing Responsible AI projects, developing indigenous tools and frameworks, self-assessment checklists for innovators, and other guidelines and governance
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Credit: This demo idea is inspired by LlamaCoder github.com/nutlope/llamacoder [Translated from EN to English]
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Then Unsloth and Axolotl are your best options imo. There's no difference in terms of PEFT/FFT. I think Spectrum is only supported by Axolotl at the moment if you're interested.
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In general, I'd recommend Unsloth for single-GPU settings and Axolotl for multi-GPU settings. For research, you might want to have more fine-grained control though. TRL works there, but reimplementing it in PyTorch is also a good option for full control.