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vLLM has proven to be unstable, frequently breaking TRL even with patch releases. The upcoming vLLM 0.11 (not released at the time of writing) is expected to break
GuidedDecodingParams(see vllm-project/vllm#22772) without prior notice or deprecation. It will also include "many other" brekaking changes, quote a vLLM maintainer.To mitigate this and ensure stability for TRL users, we propose a new approach for managing the vLLM dependency specifically: explicitly specify the supported versions and assume that any newer release—even a patch—may break the codebase. The list of supported versions will only be extended once the community has validated that the new version does not break, or introduce regressions.