which model are you using here? agree it should not refuse this
LLMS
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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
…
(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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Advanced AI Models Need World’s Expert Collaboration
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AI models are getting smarter. o1 was a major breakthrough, and we don't expect that to stop. What's needed today are the world's most advanced experts (doctors, lawyers, PhDs, professionals) to help provide their expertise in advancing the models towards the frontier.
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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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Claude now visually processes PDFs with text extraction
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Up until today, when you attached a PDF in claude dot ai, we would use a text extraction service to grab the text and send that to Claude in the prompt. Now, Claude can actually see the PDF visually alongside the text.
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Claude’s Enhanced Ability to Analyze Complex Documents with Visual Content
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This allows Claude to more accurately understand complex documents, such as those laden with charts or graphics that aren't representable in text.
— Alex Albert (@alexalbert__) 1 novembre 2024
For example, I can now ask Claude questions about this PDF full of anatomy diagrams. pic.twitter.com/xEshVNmf87This allows Claude to more accurately understand complex documents, such as those laden with charts or graphics that aren't representable in text. For example, I can now ask Claude questions about this PDF full of anatomy diagrams.
