provides a playground to test prompts. In Table 1, you will see an example zero-shot prompt to classify movie reviews. The table format as used below is a great way of documenting prompts. Your prompts will 2025 15 Name 1_1_movie_classification Goal Classify movie reviews as positive, neutral or negative. Model gemini-pro Temperature 0.1 Token Limit 5 Top-K N/A Top-P 1 Prompt Classify movie reviews as POSITIVE return extra text. Goal Classify movie reviews as positive, neutral or negative. Model gemini-pro Temperature 1 Token Limit 5 Top-K 40 Top-P 0.8 Prompt Classify movie reviews as positive, neutral or negative

designate particularly influential models within the AI/machine learning ecosystem. Epoch maintains a database of 900 AI models released since the 1950s, selecting entries based on criteria such as state-of-the-art these descriptions into functional applications, handling frontend and backend code generation, database integration, and deployment. Lovable – 12/24-5/25 Annual Recurring Revenue (ARR)** ($MM) $0 Years Note: The data in this report is sourced from ZoomInfo’s proprietary professional contacts database – a leading platform that detects more than 1.5MM personnel changes per day. To compile the trends

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年前四个月，向量数据库公司融资额 ，超过了 2022 年的总和 （图源：https://www.cbinsights.com/research/generative-ai-infrastructure- vector-database/） 7 / 32 LLM 基础设施：大模型框架及微调 (Fine Tuning) 大模型框架指专门设计用于构建、训练和部署大型机器 学习模型和深度学习模型的软件框架。这些框架提供了 必