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Researchers Develop LongPPL and LongCE to Enhance Long-Context Language Model Evaluation
New metrics LongPPL and LongCE outperform perplexity to improve long-context language model performance, revolutionizing how AI models are fine-tuned for complex tasks. Study: What is Wrong with ...
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Beyond Transformers: New AI Architectures Could Revolutionize Large Language Models
Two new neural network designs promise to make AI models more adaptable and efficient, potentially changing how artificial ...
MiniMax unveils its own open-source LLM with industry-leading 4M token context
LLM MiniMax-Text-o1 is of particular note for enabling up to 4 million tokens in its context window — equivalent to a small library.
Why AI language models choke on too much text
Large language models represent text using tokens, each of which is a few characters. Short words are represented by a single token (like "the" or "it"), whereas larger words may be represented by ...
Google’s new neural-net LLM architecture separates memory components to control exploding costs of capacity and compute
Titans architecture complements attention layers with neural memory modules that select bits of information worth saving in the long term.
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Google's Gemini Is Underrated, and There Are 5 Reasons to Try It Out
Unlike many AI tools that limit live voice interactions to premium plans, Gemini allows you to chat in real-time without ...