Who Can Participate?
The IndiaAI CyberGuard AI Hackathon is open to a diverse group of innovators! Eligible Participants:
•Indian companies & startups
•Autonomous bodies (public sector, non-profits, research institutions, and universities)
•Indian students and researchers
CODE
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IndiaAI CyberGuard AI Hackathon: Open Call for Innovators
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Llama 3.1 405B Synthetic Data Generation Tutorial Guide
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High quality synthetic data using Llama 3.1 405B is a big unlock for a lot of teams and this tutorial is really helpful for teams just starting to dive in!
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BPE Implementations Comparison and Julia Experiments Updates
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Awesome, glad to hear! And I am curious about the Julia experiments, but absolutely no rush 🙂
Btw I also did some quick comparisons with some other BPE implementations here: https://
github.com/rasbt/LLMs-fro
m-scratch/blob/main/ch02/02_bonus_bytepair-encoder/compare-bpe-tiktoken.ipynb
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(I also have my own custom one that I plan to polish up and add some time…) -

Information Theory Fundamentals for AI and Machine Learning
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A brief tutorial on information theory https://
bit.ly/3XPOCcR #AI #MachineLearning #DeepLearning #LLMs #DataScience -
Anthropic Ships Major Features and Updates Throughout October and November
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The real shiptober (plus one day) was at Anthropic: • 11/1 – Token counting API
• 11/1 – Multimodal PDF support across claude and the API
• 10/31 – Voice dictation in Claude mobile apps
• 10/31 – Claude desktop app
• 10/29 – Claude in Github Copilot
• 10/24 – Analysis tool -

Anthropic Releases Free Token Counting Endpoint for API
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There's finally an easy way to count tokens with the Anthropic API. With our new token counting endpoint, you can send a request and get a token count back in response. This endpoint is free to use and doesn't affect your normal rate limits.
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Expanding Professional AI Platform Across Multiple Expert Domains
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yes of course! we already include:
– doctors
– lawyers
– PhDs
– mathematicians
– scientists
– professionals
– accountants
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Anthropic API Now Supports PDF Documents in Requests
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We are also rolling out the ability to send Claude PDFs in the Anthropic API. With our new PDF support beta, you can directly include a PDF in your API request. For more details on how this works, check out our docs:
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Anthropic API now supports PDF inputs in beta
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The Anthropic API now also supports PDF inputs in beta:
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Open Canvas Adds Multi-LLM Provider Support
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Open Canvas now supports multiple different LLM providers! Try out this new UX paradigm with:
– OpenAI models
– Anthropic models
– OSS models hosted via @FireworksAI_HQ https://
opencanvas.langchain.com