Ready to start working with Llama 3.1? Here are a few new resources from the Llama team to help you get started.
GENERATIVE AI
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AI wrapper tool for building artifacts automatically
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perhaps make an ai wrapper that builds artifacts!
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Model Commoditization Shifts Market Focus to Cost-Quality Trade-offs
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Agree. As models get commoditized, they all kind of start looking similar. Once they exceed the quality bar for production, I don't think people care that much after (becomes a simple cost-quality trade off — give me the cheapest that meets my bar).
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GenAI Backlash: Silicon Valley’s Audacity Crisis Deepens
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For today's column I tried to capture a feeling I'm seeing more. Of people cooling on genAI and how the audacious, manifest destiny rhetoric coming out of SV is grating on people. https://
theatlantic.com/technology/arc
hive/2024/07/openai-audacity-crisis/679212/?gift=iWa_iB9lkw4UuiWbIbrWGcok43b8aWmdu7RNywzq6Xo&utm_source=copy-link&utm_medium=social&utm_campaign=share
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Federated Learning Course for LLM Training with Privacy
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Learn to train an LLM with distributed data while ensuring privacy using federated learning in a new two-part short course, Intro to Federated Learning and Federated Fine-tuning of LLMs with Private Data, created with @flwrlabs and taught by @daniel_janes and @niclane7.… pic.twitter.com/K3eJY33lye
— Andrew Ng (@AndrewYNg) 24 juillet 2024Learn to train an LLM with distributed data while ensuring privacy using federated learning in a new two-part short course, Intro to Federated Learning and Federated Fine-tuning of LLMs with Private Data, created with @flwrlabs and taught by @daniel_janes and @niclane7
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Rule-Based Rewards for AI Safety and Capability Alignment
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Rule-based rewards (RBRs) use model to provide RL signals based on a set of safety rubrics, making it easier to adapt to changing safety policies wo/ heavy dependency on human data. It also enables us to look at safety and capability in a more unified lens as a more capable
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LLMs Reaching LHC-Level Complexity in Infrastructure and Development
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LLMs as an artifact are trending to the complexity of something like the LHC. This is clear when you look at the datacenter computronium build out but it's a lot more than that – a large chunk is digital and much harder to see/appreciate, it's just a bunch of people on a laptop.
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Large Models Generate Synthetic Data for Smaller Model Training
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This is going to be the most impactful piece — enabling everyone to use a large model to create synthetic data to train performant smaller ones.
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Netflix Uses AI to Generate Targeted Trailers for Audience Engagement
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When Netflix launched "House of Cards," they used AI to create multiple trailers for different audiences, maximizing engagement. This shows how targeted marketing can achieve better results. #AI #Marketing
