Optimization of LLM Systems with DSPy and LangChain/LangSmith There are a lot of novel and interesting ideas in DSPy around optimization of LLM systems Super excited to host a webinar with @lateinteraction and @hwchase17 diving into this topic! https://
us06web.zoom.us/webinar/regist
er/WN_n4HUNqhFQFa4ax3kYrZW8g#/registration
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Optimizing LLM Systems with DSPy and LangChain
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Master Full Stack Skills to Amplify ML Engineer Impact
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a great way to increase your impact as a machine learning engineer is to learn the whole stack; that way you can make any specific change or debug any part of the system without blocking on time from others
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Memory Hackathon: Long-term Memory for LLM Applications
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Memory Hackathon with LangChain, http://
new.computer, MongoDB and Anthropic Sign up here: https://
lu.ma/taa6ijxt Long-term memory for LLM applications is one of the most interesting and important – yet also under explored – areas out there We are THRILLED to be -
Few-Shot Learning: Logging, Feedback, and Self-Learning GPTs
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Great example of the importance of few shot examples How do you get these examples? One way is to have a proper logging + feedback collection service set up You can even automate the "feedback" -> "few shot example" loop – see "self learning GPTs" https://
youtube.com/watch?v=OnQQeW
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Free Course: Building Production LLM Applications
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Building Real-World Applications with Large Language Models! A Free course that teaches you everything you need to build real-world, production applications with large language models. It also covers essential topics such as experiment management and model versioning,
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Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings
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Our very own Humza Iqbal discusses a groundbreaking paper titled "Train and You’ll Miss It: Interactive Model Iteration with Weak Supervision and Pre-Trained Embeddings". The talk touches on weak supervision and pre-trained embeddings Watch here:
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Open Source AI Project Success with torch.compile Integration
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congratulations! excited to see where this goes.
really nice to see it compose with torch.compile. congrats @ThomasViehmann @lantiga @mikeruberry @IvanYashchuk @JirkaBorovec Taylor Robie, Jie and other familiar faces 🙂 -
Google Rolls Out Gemini 1.5 Pro API for Developers
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We are rolling out Gemini 1.5 Pro API so that you can keep building amazing stuff on top of the model like we've seen in the past few weeks. Also, if you just want to play with Gemini 1.5, we removed the waitlist: http://
aistudio.google.com Last, but not least, we pushed the model -
Claude 3 Opus Outperforms GPT-4 on Debugging Task
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Gotta hand it to @AnthropicAI
, Claude 3 Opus is an absolute beast of a model I've was trying to get GPT-4 to debug an issue for two hours, no success Same prompt, Opus gets it on the first try