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@rasbt Any tips on how learning to build LLM from scratch could help me in my current projects, even if I am using already pre trained models from HF or enterprise models and not building them from scratch in my projects?

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@lmoroney Thank you for the course. As someone new to deep learning, should I take this course first before Andrew’s deep learning specialization or what is your advice?

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@fchollet @fchollet I meant to write intermediate Python programmer. Thanks.

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@fchollet @fchollet I just bought a copy. Thank you for the book. As an intermediate Python trying to step into the field of GenAI, and learn how to build RAG/LLM applications, can I start my journey by reading this book or do I need another foundational level skills? Any Advise, please?

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@rasbt @rasbt Thanks for sharing! When building an enterprise level application, in what cases might you want to build a tokenizer from scratch instead of simply using one ready to go from the Hugging Face library?

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@rasbt @rasbt I just ordered a copy of your book to go along with your videos. If you are using an already fine-tuned variant of a model like Llama-3.3-70B-Instruct or 3.1-8B-Instruct, when would you still need to further fine-tuned it for your application?

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@rasbt Any order/advice for an intermediary python programmer new to field of AI, but tasked at their job to use LLMs to build apps. Do I need to start by learning what AI is, then classical ML, DL, transformer, before how to build/use LLMs? Afraid this may take me quite a while. Thx!

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It’s impossible to move forward #UniswapExploit when these hacks keep happening. The DeFi space needs real change.

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This hack is a devastating blow to DeFi. It’s going to take years to rebuild #UniswapExploit the trust that’s been lost.

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This hack will have long-term consequences for DeFi. #UniswapExploit I hope the victims get the justice they deserve.

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This hack is a reminder that we are all vulnerable. It’s heartbreaking #UniswapExploit to see so many affected.

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The #UniswapHack victims of this hack deserve so much more than just sympathy. This is a tragedy.

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It’s devastating to see people’s lives affected by these hacks. The DeFi space #UniswapHack needs change.

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This hack has put a serious dent in the DeFi space. It’s hard to see a #UniswapHack way forward after this.

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I hope people learn from this, but part of me feels like this will #UniswapHack keep happening.

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This hack is going to set DeFi back #UniswapHack by years. So much trust has been lost today.

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This hack proves that we still have a long way to go #UniswapHack before we can trust DeFi.

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I #UniswapHack can’t believe this is happening again. Another DeFi hack and so many people are hurt.

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The DeFi space is getting harder to trust. This hack is proof of how #UniswapHack vulnerable we are.

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It’s hard to believe in the future of DeFi when we #UniswapHack keep seeing the same things happen.