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GLM-4-32B-0414 is a powerful open-source large language model featuring 32 billion parameters, designed to deliver performance comparable to leading models like OpenAI’s GPT series. It supports multilingual and multimodal chat capabilities with an extensive 32K token context length, making it ideal for dialogue, reasoning, and complex task completion. The model is pre-trained on 15 trillion tokens of high-quality data, including substantial synthetic reasoning datasets, and further enhanced with reinforcement learning and human preference alignment for improved instruction-following and function calling. Variants like GLM-Z1-32B-0414 offer deep reasoning and advanced mathematical problem-solving, while GLM-Z1-Rumination-32B-0414 specializes in long-form, complex research-style writing using scaled reinforcement learning and external search tools. Despite its large capacity, the model supports user-friendly local deployment and efficient fine-tuning with available scripts.
Features
- 32 billion parameters for advanced multilingual and multimodal chat and reasoning
- Pre-trained on 15 trillion tokens with synthetic reasoning data for strong generalization
- Reinforcement learning and human preference alignment improve instruction following and code generation
- Variants include deep reasoning and rumination models for complex problem solving and research writing
- Supports local deployment and fine-tuning with comprehensive example scripts
- Excels at function calling, search-based Q&A, and report generation with competitive benchmark scores
- Native support for long context lengths (up to 32K tokens) with YaRN context extension for even longer sequences
- Built-in tools for search, link navigation, and task completion enhance interactive capabilities
Project Samples
