Publish information and use entrance
Inception's official information lists Mercury 3 as a diffusion language model, marking 1 million token contexts, and providing API and cooperation platform access. Publishing pages emphasize real-time interactive use. This article discusses the selection method based on this, and does not describe the performance ranking as an independent conclusion, nor does it understand the openness of the API to mean that the model weights can be directly downloaded.
ChinaOPC Analysis: Where the speed is, it needs to be recorded separately
For voice Q&A, users are concerned about how long it takes to hear useful answers after finishing speaking; for web tasks, users are concerned about how long it takes to get confirmable results. The text generated by the model is only one part of the process. Audio recognition, data retrieval, network transmission and external tools will all affect the completion time. Recording the generation speed alone is difficult to describe the actual customer experience.
Four points in time can be recorded for the same test: input is completed, the request starts, the first available result appears, and the task is actually completed. If the task also needs to query data or call tools, put the corresponding wait in a separate column. In this way, we can determine whether the waiting occurs in the model, application or external service, so as to avoid finding improvement points after changing the model.
Long contexts also require business spot checks.
The context capacity indicates the range of information that the interface can receive, but does not mean that every piece of information will be used correctly. During the trial, you can select a set of authorized business data, prepare questions that require combining multiple fragments to answer, and require the results to refer back to the data location. Whether you can explain clearly when there is a lack of evidence needs to be recorded as well as whether the answer is fluent.
Unanswered questions and conflicting old and new versions of information can also be included in the sample. For small teams, a small number of inspections close to the work are easier to guide selection than directly copying public lists. This article does not give the results of the model on these samples. The actual conclusion should be drawn by the user after retaining the test input and results.
How to start a clearly scoped trial
First select small revocable tasks, fix the information, prompt requirements and success criteria, and observe repeatedly in an environment close to the actual network. When recording response time, record errors, rework, and unfinished status at the same time. Don't just keep the fastest one. When it comes to sending or modifying customer data externally, clear business confirmation steps must still be retained.
Check the currently available regions, fees, quotas, data rules and interface differences before accessing. Discounts during the release period should not be directly used for long-term operating calculations. The voice scene can also be combined with turn and interruption check to verify the timing of speaking and the speed of answering.