Model overview
**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
Key features
特点摘要待依据来源补齐，不凭模型名称推断能力。
Limitations & considerations
Sources are insufficient to establish specific limitations. Verify task performance, latency, data policies, licensing and version lifecycle.
Source prices & cost analysis
Prices vary by channel, region and configuration. Channel quotes are listed independently and are not treated as a single official provider price.
| Source / channel | Input | Output | Billing unit | Collected at |
|---|---|---|---|---|
| No verified prices yet. Check the source channel. | ||||
Estimate monthly base token costs
Estimates exclude cache discounts, tiered pricing, multimodal surcharges, web search, taxes and additional reasoning output.
Public benchmarks & run configuration
暂无已采集的可核验公开评分。模型未上榜不代表能力较低。
View full indexed rankings →Frequently asked questions
Do open weights permit free commercial use?
Not necessarily. Check the version license, commercial conditions and usage policies. Self-hosting incurs compute and maintenance costs.
Are these real-time billing prices?
These are timestamped source snapshots, not live billing prices. Check the channel for current versions, regions, discounts and billing methods.
Sources & traceability
许可证：apache-2.0。模型介绍与第三方评测均以原来源的具体版本和方法为准。