MicroSupra-10k
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**Supra2-100M Instruct** is a 100M-parameter decoder-only language model pretrained from scratch by **SupraLabs** on 30B tokens of English web text. It uses the **Qwen3** architecture with a custom 32,768-token tokenizer. This is the instruct version of Supra2-100M Base and it was full-finetuned on a single RTX 5060 Ti 16GB. Prompt: "What is AI?" Answer: > AI refers to the application of computer science and artificial intelligence to solve problems and make decisions. It's a field that combines computer science, machine learning, and natural language processing to create new forms of intelligence, such as natural language understanding, speech recognition, and virtual assistants. > > AI is used in various fields, including healthcare, finance, education, and social sciences, to improve efficiency, reduce costs, and enhance human performance. It can also be applied to areas like robotics, artificial intelligence, and cybersecurity. > In the context of AI, it's often used to analyze vast amounts of data, identify patterns, and make predictions. For example, in natural language analysis, AI can help humans understand and interpret language, such that they can make more accurate and informed decisions. > The field of AI is constantly evolving, with new technologies emerging and being developed to address specific challenges. Some examples include: > > Artificial intelligence (AI) is being used in robotics, where it can learn from human movement and adapt to changing environments. > AI-powered virtual assistants, such virtual assistants that can help users interact with machines, such Aspire and Alexa, are being developed. > Artificially intelligent vehicles, such vehicles that can learn and adapt based on user input, are also being developed, such cars and trucks. > Smart home systems, such smart thermostats and smart lighting, are becoming increasingly sophisticated and integrated into homes. > Autonomous vehicles, like autonomous cars and drones, are increasingly used in urban areas and in remote areas. > These are just a few examples, but the field of artificial intelligence is constantly expanding and evolving, and AI is being applied to a wide range of applications. Followup prompt: "Can you give me more information about how it will influence work life?" --> Answer: > The impact of AI on work life will depend on several factors, including the type of work
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可以调整厂商、分类或输入输出条件;新模型正持续收录。
调整月度 Token 用量,直观比较不同模型的预估 API 开支。
使用已采集且单位可比的 USD / 百万 Token 渠道报价。报价为采集时快照;不计缓存优惠、阶梯价、推理额外输出与税费,请以来源的当前报价为准。
先区分输入、输出和缓存价格,再使用同一任务和用量估算总费用。图像、音频和视频可能按张、时长或分辨率计费,不能直接与 Token 单价比较。
不一定。必须逐一核对具体模型版本的许可证、商用限制及使用政策。自己部署还需要考虑显存、推理资源和运维费用。
榜单取决于测试任务、版本与评测方法。建议用实际业务样本比较准确性、时延、稳定性和成本,再选择模型。