diff --git a/CHANGES.md b/CHANGES.md index cc8480c1a7e1..fc24e248439b 100644 --- a/CHANGES.md +++ b/CHANGES.md @@ -69,8 +69,8 @@ ## Highlights -* New highly anticipated feature X added to Python SDK ([#X](https://github.com/apache/beam/issues/X)). -* New highly anticipated feature Y added to Java SDK ([#Y](https://github.com/apache/beam/issues/Y)). +* [Python] Several quality-of-life improvements to the vLLM model handler. If you use Beam RunInference with vLLM model handlers, we strongly recommend updating past this release. + ## I/Os @@ -101,8 +101,9 @@ * Fixed X (Java/Python) ([#X](https://github.com/apache/beam/issues/X)). * (Java) Fixed cassandraIO ReadAll does not let a pipeline handle or retry exceptions ([#34191](https://github.com/apache/beam/pull/34191)). -* [Python] Fixed vLLM breaks dataflow logging. ([35053](https://github.com/apache/beam/pull/35053)) -* [Python] Fixed vLLM leaks connections causing a throughput bottleneck and underutilization of GPU ([35053](https://github.com/apache/beam/pull/35053)) +* [Python] Fixed vLLM model handlers breaking Beam logging. ([#35053](https://github.com/apache/beam/pull/35053)). +* [Python] Fixed vLLM connection leaks that caused a throughput bottleneck and underutilization of GPU ([#35053](https://github.com/apache/beam/pull/35053)). +* [Python] Fixed vLLM server recovery mechanism in the event of a process termination ([#35234](https://github.com/apache/beam/pull/35234)). * (Python) Fixed cloudpickle overwriting class states every time loading a same object of dynamic class ([#35062](https://github.com/apache/beam/issues/35062)). * [Python] Fixed pip install apache-beam[interactive] causes crash on google colab ([#35148](https://github.com/apache/beam/pull/35148)).