A three-layer protection system for refined cost control
To address the problem of uncontrollable token consumption, the DeepInfra platform works with the following methods to effectively manage costs:
- Hard budgetary constraints: Enable the "Monthly Spending Limit" function in the account settings (supports setting USD/Token double dimension)
- Request level protection::
1. Mandatory settingsmax_tokensParameters (no more than 512 recommended)
2. EnablingechoParameter contains the actual number of consumed tokens in the response
3. UtilizationnParameters control the number of multiple results generated - monitoring and alerting system::
1. Real-time view of consumption ratios by model through the Dashboard
2. Configure Webhook to trigger an alert when its daily consumption exceeds a threshold.
3. Regularly derive utilization reports for cost analysis
Practical Tips:
- 7B parametric scale model prioritized for short textbook tasks
- Long documents are processed by first calling thePOST /v1/tokenizecost
- Used in the development phasedry_run=TrueParametric testing without actual billing
This answer comes from the articleDeepInfra Chat: experiencing and invoking a variety of open source big model chat servicesThe
May not be reproduced without permission:AI productivity tools " How to avoid the risk of token overruns on big model API calls?
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