#E1I66: Thinking Inside the Bot ??
Bit Boxers, let's unwrap some exciting AI awesomeness on this Box Day! First up, Meta FAIR is lifting the lid on their latest research, models, and datasets. As we continue unboxing, prepare for GLM-4 — the newest star in the General Language Model family. This iteration promises advanced capabilities and a versatile architecture that excels across multiple languages and complex tasks.
??? GLM-4: Leader in Language Tasks and Tool Integration ???
The General Language Model (GLM) family has come a long way, with GLM-4 being the latest and most advanced version. GLM-4 builds on its predecessors by enhancing language understanding, context handling, and tool integration, excelling in both Chinese and English tasks. It's designed to tackle a variety of challenges, from web browsing to solving mathematical problems and complex coding problems, making it a versatile tool. The GLM-4 language series includes GLM-4, GLM-4-Air, and GLM-4-9B.
?? Architectural Advancements: What sets GLM-4 apart is its architectural innovation and extensive training. It uses advanced functions like RMSNorm and SwiGLU to boost performance. Also, it can handle documents up to 1 million tokens long, maintaining coherence over lengthy texts. GLM-4 models are pre-trained on ten trillion tokens mostly in Chinese and English. The high-quality alignment is achieved via a multi-stage posttraining process, which involves supervised fine-tuning and learning from human feedback. Additionally, the enhanced GLM-4 All Tools can intelligently select and use external tools, further enhancing its versatility and problem-solving capabilities.
?? Built for Brilliance: GLM-4 is not just another language model; it's a highly capable tool that competes closely with leading models like GPT-4 Turbo and Claude 3 Opus. Its ability to handle complex tasks in multiple languages makes it invaluable for a range of applications, from academic research to real-world problem-solving. The model's robust architecture and training ensure it delivers accurate and high-quality results, making it a powerful asset in the world of open language models.
??? Research Paper | ?? Models
? True or False: The ChatGLM models exclusively support English and Chinese, with no other languages. Let me know in the comments. ??
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Time to close the lid on today's tech treasures, Bit Boxers! We hope these updates have sparked your curiosity and inspired your innovation. Enjoy your evening, and be ready to unbox more AI wonders tomorrow!