Train a decision classifier on Polyaxon
Fine-tune an open Qwen model for bounded support-routing decisions with Polyaxon jobs, track the adapter, and serve the reviewed version through vLLM.
LLMOpsFine TuningClassification
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Deploy Laya typed decisions on Polyaxon
Serve the open Laya typed-decisions checkpoint through Polyaxon, with a CPU classifier endpoint, explicit model scope, and a review path for uncertain classifications.
LLMOpsInferenceClassification
Serve a Jev-style Qwen classifier on Polyaxon
Deploy an open Qwen model behind a typed classification API on Polyaxon, then check the decision schema and calibration before routing real work.
LLMOpsInferenceClassification