yeah, there is money potential there for sure. would need to close the loop — o1 and o3 aren't gonna do the whole thing for me, but yeah, seems like a small investment versus what I just figured out
GENERATIVE AI
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AI Video Generation: Creating UFO Content with Sora and Veo 2
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Made in an hour with OpenAI Sora and a little bit of Veo 2 + Adobe Premiere.
— Bilawal Sidhu (@bilawalsidhu) 19 janvier 2025
The Crash Retrieval Program. It's remarkable what you can do with AI video these days.
Audio and inspiration from NewsMax segment on the egg-shaped UFO and Jake Barber. pic.twitter.com/E2stDr92RWMade in an hour with OpenAI Sora and a little bit of Veo 2 + Adobe Premiere. The Crash Retrieval Program. It's remarkable what you can do with AI video these days. Audio and inspiration from NewsMax segment on the egg-shaped UFO and Jake Barber.
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DPO Preference Tuning from Scratch Notebook Resource
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Ah yeah, and the notebook if you prefer a from-scratch approach: https://
github.com/rasbt/LLMs-fro
m-scratch/blob/main/ch07/04_preference-tuning-with-dpo/dpo-from-scratch.ipynb
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Congratulations and anticipation for Llama 4 release
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Exciting! Big congrats!! (And I can't wait for Llama 4, make it awesome pls!)
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Google’s Support for AI Development Remains Unclear
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Good question! I’ve wondered too, but so far it seems Google’s been less overtly supportive.
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Best Open Source Video Generation Models Available
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Current best open source video generation model?
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Creative Industry Rights Clearance and AI Copyright Challenges
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Hidden replies too. The creative industry, and movies in particular, are not at all messy when it comes to rights clearance, and chain of title. They are traditionally meticulous… If you can't prove you followed best practices, distributors don't take the risk.
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Prompt Engineering Remains Vital Despite Market Evolution
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the death of prompt engineering was greatly exaggerated sure, we're not going to being saying "I'll give you $2,000" for very long but prompt engineering is all about pushing models into interesting / useful areas of the latent space which will ALWAYS be important
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Tokenizers deserve their own comprehensive book
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Ah yes, it didn't quite fit into the page limits of chapter 2. And I think tokenizers could be a whole book by itself haha
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LLMs from Scratch book uses tiktoken over BPE for practical efficiency
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Context: While my LLMs from Scratch book explains and uses BPE tokenizers, I opted to use the highly performant tiktoken library (which is used for GPT-4 and now also used for Llama 3 as well) for practical purposes: the book focuses on LLMs rather than tokenizer development.