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speculative_decoding
infrastructure-speculative-decoding-when-mtp-multi-token-prediction-speculative-decodi-cca56047
IFWhen MTP (Multi-Token Prediction) speculative decoding is enabled with GLM-5 or GLM-4.7 models in vLLM, tool call JSON output becomes malformed (truncated or missing closing braces), causing parsing failures in clients.
THENDisable MTP speculative decoding for these models by setting `--speculative-model None` in the vLLM launch command, or wait for the upstream fix that addresses the spec decoding logic affecting tool call generation. Alternatively, use a vLLM version prior to the breaking change (e.g., v0.15.0).
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