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Latest AI news, models and releases from Meta. ['AI assistant', 'Astryx', 'Bonsai-27B', 'Business Agent', 'BYT5', 'CodeLlama', 'expressive voice AI', 'FAIRChem v2 UMA', 'Gemma 4', 'Gemma4:e2b', 'HuBERT', 'llama', 'Llama', 'LLaMA', 'Llama-2 70B', 'LLaMA2-chat-70B', 'Llama 3', 'Llama 3.1', 'Llama 3.1-405B', 'Llama-3.1-405B', 'LLaMA-3.1 405B', 'Llama 3.1-70B', 'Llama-3.1-70B', 'Llama 3.1 8B', 'Llama 3.1-8B', 'Llama-3.1-8B', 'Llama 3.2', 'LLaMA 3.2', 'Llama-3.2-1B-Instruct', 'Llama 3.3', 'llama-3.3-70b', 'Llama 3.3-70B', 'Llama 3 8B', 'Llama3-8B-Instruct', 'Llama 4', 'Llama 4 Maverick', 'LLaMA 65B', 'Llama 70B', 'LLaVA', 'M2M100']

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Business & Market 🇨🇳

Five US Tech Giants Accumulate $1.65 Trillion Hidden Debt Due to Opaque AI Financing

According to Nikkei Asian Review, five leading American technology companies (Alphabet, Microsoft, Amazon, Meta, Oracle) have increased their hidden debts related to opaque artificial intelligence financing eightfold over four years, reaching $1.65 trillion. Alphabet alone has future spending commitments of $811 billion, of which approximately $200.7 billion are short-term.

Alphabet

Microsoft

Amazon/AWS

Gigatoken: BPE Tokenizer in Rust Encodes Text at 24.53 GB/s, Up to 989x Faster Than HuggingFace Tokenizers

Gigatoken, a BPE tokenizer written in Rust by Stanford PhD student Marcel Rød, achieves text encoding speeds of 24.53 GB/s on a 144-core AMD EPYC system, outperforming HuggingFace tokenizers by 989x and OpenAI's tiktoken by 681x. The library supports 23 tokenizer families and attributes its speed to a hand-optimized pretokenizer using SWAR SIMD techniques and pretoken caching.

OpenAI

Hugging Face

Google/DeepMind