ChatLangChain Improvements We're benchmarking a bunch of retrieval and agent methods for our "chat langchain" app! Interact with the new beta version here: …
https://chat-
langchain-mcan-stanfordedu.vercel.app Expect rapid improvements and everything (data, retrieval algorithms, prompts) to be OSS
AI
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ChatLangChain Improvements: Benchmarking Retrieval and Agent Methods
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LinkedIn deployment incident raises questions about release processes
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did someone at LinkedIn push to prod too soon today?
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Google’s Vidhya Navalpakkam Wins IIT Kharagpur Alumni Award
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Congratulations to Googler Vidhya Navalpakkam for receiving a 2023 IIT Kharagpur Young Alumni Achiever Award, which recognizes young and promising alumni who have achieved great success and recognition in their chosen profession.
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Transformer Math 101: GPU Training Optimization Deep Dive
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pod on Transformer Math 101! with @QuentinAnthon15 of @AiEleuther everything you ever wanted to know about the nitty gritty of training and making the gpu go brrrrrrrrrrrr
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OpenAI Acquires Global Illumination Team for ChatGPT Development
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OpenAI has acquired the team at Global Illumination. The entire team has joined OpenAI to work on our core products including ChatGPT. The team previously designed and built products early on at Instagram and Facebook and have also made significant contributions at YouTube,
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Open Challenges in Large Language Model Research Today
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Open challenges in LLM research The first two challenges, hallucinations and context learning, are probably the most talked about today. I’m the most excited about 3 (multimodality), 5 (new architecture), and 6 (GPU alternatives). Number 5 and number 6, new architectures and
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LLM Fallbacks: Chain-Level Prompt Switching Strategy
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Fallbacks Importantly, not just at the LLM level, but at the chain level Why does this matter? Different LLMs need different prompts. If you hit a rate-limit error on OAI and want to switch to Anthropic, you don't just want to retry with the same prompt – you want to switch
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Advanced Probabilistic Machine Learning Book Release
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Probabilistic Machine Learning: Advanced Topics The advanced version of probabilistic machine learning book is out. The book covers a number of topics including fundamentals, inference algorithms, predictive models, generative models, reinforcement learning, etc… This is a
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AI versus non-AI tools ratio analysis demand
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I’d love to see the ratio of AI vs non-AI tools…So much noise!!