(For students) New reasoning models released for use on PolyU Gen AI App
To: All Students
From: Information Technology Services Office
Date: 20 February 2025
Subject: New reasoning models released for use on PolyU Gen AI App
Dear Students
The following reasoning models will be available on the PolyU Gen AI App on 21 February 2025.
These reasoning models will analyze the problem put forth and break down complex tasks into logical steps via a chain of thought before responding to user asks. Simply state the problem to solve directly, and the reasoning model will analyze it deeply on its own.
Open AI released the O1-Preview reasoning model on 12 September 2024. The O1-Preview is designed to spend more time thinking before responding. These models can reason through complex tasks and solve harder problems than previous models in science, coding, and math.
Using the O1-Preview model will consume your monthly credit entitlement. The text token usage fee is 6 times that of GPT-4o for both input and output, plus the consumption of internal chain of thought tokens. The O1-Preview model response does not show its internal chain of thoughts and will take longer turnaround to provide the final answer.
For further details, please refer to o1-preview model introduction.
OpenAI released the O1-Mini reasoning model on 12 September 2024. The O1-Mini is 80% cheaper than the OpenAI O1-Preview. The O1-Mini excels in STEM, especially math and coding — nearly matching the performance of OpenAI O1 on evaluation benchmarks such as AIME and Codeforces. Simply state the STEM problem you would like to solve, and let the O1-Mini work out the solution.
Using the O1-Preview model will consume your monthly credit entitlement. The text token usage fee is 20 times that of GPT-4o mini for both input and output, plus the consumption of internal chain of thought tokens. The O1-Mini model response does not show its internal chain of thoughts and will take longer turnaround to provide the final answer.
For further details, please refer to o1-mini model introduction.
DeepSeek R1
DeepSeek AI released the DeepSeek-R1 reasoning model on 20 January 2025. The DeepSeek-R1 is a 671B Mixture of Experts (MoE) open-sourced model with 37B active parameters, trained via large-scale reinforcement learning (RL). The DeepSeek-R1 achieves performance comparable to OpenAI-o1 across math, coding, and reasoning tasks.
To provide an early user experience, PolyU staff and students can access the DeepSeek R1 model hosted on Microsoft Azure AI Foundry, as well as Alibaba Cloud, via the PolyU Gen AI App.
DeepSeek R1 (Azure AI Foundry)
Using the DeepSeek R1 hosted on Azure AI Foundry will consume your monthly credit entitlement. A usage fee of 1.35 credits per 1,000 tokens for input and 5.40 credits per 1,000 tokens for output, plus the consumption of chain of thought tokens, will be applied.
DeepSeek R1 (Alibaba Cloud)
Using the DeepSeek R1 model hosted on Alibaba Cloud will consume your monthly credit entitlement. A usage fee of 0.55 credits per 1,000 tokens for input and 2.20 credits per 1,000 tokens for output, plus the consumption of chain of thought tokens, will be applied.
Simply state the problem you wish to solve, and let DeepSeek-R1 analyze it before reverting you with its chain of thought and answer. For further details, please refer to DeepSeek R1 model introduction.
If you have any inquiries, please contact IT HelpCentre (Tel: 2766 5900, WhatsApp / WeChat: 6577 9669) or reach out to us via the IT Online ServiceDesk.
Information Technology Services Office