If you’re evaluating large language models (LLMs) for real-world deployment—especially in multilingual settings—you’ve likely hit a wall: most top-performing models…
Text Generation
TinyLlama: A Fast, Efficient 1.1B Open Language Model for Edge Deployment and Speculative Decoding 8770
TinyLlama is a compact yet powerful open-source language model with just 1.1 billion parameters—but trained on an impressive 3 trillion…
TextBox 2.0: A Unified Library for Rapid Text Generation with Pre-Trained Language Models 1096
If you’ve ever struggled to compare BART, T5, and a custom Chinese language model on summarization, translation, or dialogue generation—only…
llama.cpp: Run Large Language Models Anywhere—Fast, Lightweight, and Offline 91182
In an era where large language models (LLMs) power everything from chatbots to code assistants, deploying them outside of cloud…
BitNet: Run 1.58-Bit LLMs Locally on CPUs with 6x Speedup and 82% Less Energy 24452
Running large language models (LLMs) used to require powerful GPUs, expensive cloud infrastructure, or specialized hardware—until BitNet changed the game.…