glm 4 32b 0414

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Quick description about glm 4 32b 0414:

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

Programming Language: Python.
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