智谱AI Launches Free Large Language Model API: GLM-4-Flash
Beijing, China – 智谱AI, a leading artificialintelligence (AI) research and development company in China, has announced the launch of its first free large language model (LLM) API, GLM-4-Flash. This move marks a significant step towards democratizing access to advanced AI capabilities for developers and businesses worldwide.
GLM-4-Flash isa powerful and versatile LLM capable of handling a wide range of tasks, including multi-round dialogue, multilingual processing, web browsing, and code execution. Its key features include:
- Multi-round Dialogue: GLM-4-Flash supports a context window of up to 128K tokens, allowing for coherent and engaging conversations. The maximum output length is 4K tokens, enabling detailed and informative responses.
- Multilingual Support: Themodel is proficient in 26 languages, including Chinese, English, Japanese, Korean, and German, facilitating seamless communication across language barriers.
- High-Speed Generation: GLM-4-Flash boasts impressive generation speed, reaching approximately 72.14 tokens per second, equivalent to 115 characters per second.
- Web Retrieval: The model can parse web content and generate responses based on real-time information, such as weather forecasts, news updates, and other dynamic data.
- Code Execution: GLM-4-Flash possesses the ability to understand and execute code, making it suitablefor programming problem-solving and code generation.
- Custom Tool Integration: Users can integrate specific tools and functionalities into the model to tailor its capabilities to their specific needs.
The technical foundation of GLM-4-Flash lies in advanced deep learning techniques, particularly the Transformer architecture, which excels in processing sequential data, making it ideal for natural language processing tasks. The model leverages self-attention mechanisms, enabling it to consider information from all positions within a sequence, capturing long-range dependencies. Multiple layers of perceptrons further enhance the model’s ability to extract high-level features from input data.
GLM-4-Flash follows a pre-training and fine-tuning approach. During pre-training, the model is trained on a massive dataset of text, learning fundamental language patterns and knowledge. Fine-tuning then adapts the model to specific tasks, optimizing its performance for those particular applications.
To use GLM-4-Flash, developers need to register and verify their accounts on the 智谱AI open platform. Once registered, they can obtain an API key, which serves as authentication for accessing the API. The next step involves setting up the development environment, ensuring that Python or other supported programming languages are installed. Installing the necessary SDK or API calllibrary is also crucial.
With the environment prepared, developers can write code using the API key to call the GLM-4-Flash API. This involves constructing request parameters, including the model name and input message. Executing the code triggers an HTTP request to the API, allowing developers to choose between synchronous orasynchronous calling methods based on their requirements.
GLM-4-Flash opens up a wide range of potential applications across various domains:
- Chatbots: The model can power customer service or online assistants, providing 24/7 automated responses.
- Content Creation: GLM-4-Flashcan automatically generate articles, blog posts, stories, and other textual content, saving time for editors and writers.
- Language Translation: The model facilitates real-time translation of conversations or text, enabling seamless cross-language communication.
- Educational Assistance: GLM-4-Flash can provide personalized learning materials, supporting students in language learning and practice.
- Programming Assistance: The model assists developers in writing, checking, and optimizing code, offering solutions to programming challenges.
The launch of GLM-4-Flash represents a significant milestone in the development and accessibility of AI technology. By providing a free and powerful LLM API, 智谱AI empowers developers and businesses to leverage the transformative potential of AI in their applications, driving innovation and progress across various sectors.
【source】https://ai-bot.cn/glm-4-flash/
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