Fine-tuning + structured generation = improved #JSON generation with #LLMs! Check out our blog and benchmarks to learn how you can reliably output JSON with open-source frameworks #LoRAX and #Outlines, and Predibase.
GENERATIVE AI
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Claude 3 Impresses with Advanced Writing Style Mimicry
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My team continues to be mindblown today at how good Claude 3 is at mimicking writing voice and style Cc @AnthropicAI
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Claude is Code and Algorithms, Not Human Intelligence
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AI/Claude is cool of course but it is not human (despite its name), it's a bunch of lines of code and probabilistic algorithms trained on datasets behind an API to take an input and generate an output. Let's please all remember this for healthier debates and less fear-mongering!
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Opus Production Issues: Unexpected Sonnet Callbacks Reported
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We're still resolving some issues with Opus on production alongside @AnthropicAI
. You may see unexpected Sonnet callbacks without exceeding limits due to Opus timeouts. This will improve over the coming days! -
Claude-3 Models Add Vision Capabilities to LangChain
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Anthropic Multimodal Inputs @AnthropicAI
's state-of-the-art new Claude-3 models can reason about images as well as text! We've added support for this awesome new capability in LangChain, allowing you to create vision-based AI apps. Bump to the latest -
Claude is Code: Debunking AI Misconceptions for Healthier Discussion
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AI/Claude is cool of course but it is not human (despite its name), it's a bunch of lines of code and probabilistic algorithms trained on datasets behind an API to take an input and generate an output. Let's please all remember this for healthier debates and less fear-mongering!
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Anthropomorphization in AI model learning descriptions raises concerns
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Very very cool work and don't want to take away anything from the magnitude of your achievements but the level of anthropomorphization of your tweet makes me uncomfortable. Like for example, I feel like it's misleading to say "help these models learn more and more" and refer to
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Quick Start Guide to Large Language Models Strategies and Best Practices
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Quick Start Guide to Large Language Models — Strategies and Best Practices for Using #LLMs: http://
amzn.to/4awUGN5
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#BigData #DataScience #AI #NLProc #GPT3 #GPT4 #GPT5 #NeuralNetworks #DeepLearning #MachineLearning #Algorithms #ArtificialIntelligence #GenerativeAI #GenAI -
Long Context RAG Design with RAPTOR and Claude 3
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Building long context RAG from scratch with RAPTOR + Claude3 (Video) The rise of long context LLMs + embeddings will change RAG design. Instead of splitting docs + indexing doc chunks, it's feasible to index full docs. But, there is a challenge to flexibly answer lower-level
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Claude 3 outperforms GPT-4 for copywriting editing tasks
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Holds up. From my tests, Claude is about on par with GPT-4. Some tests GPT-4 did better, some Claude won. Specifically for editing copywriting though, Claude 3 is significantly better (which is my biggest use case)