[docs] update swift 4.3.1 image#9574
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Code Review
This pull request updates various dependency versions and documentation across the repository. Specifically, it bumps transformers to 5.12.1, vllm to 0.23.0, transformer-engine to 2.16.0, mcore-bridge to 1.5.0, and Emerging-Optimizers to v0.3.0. It also expands the supported megatron-core version range and documents new Docker image tags for swift4.3.1. There are no review comments to address, so I have no feedback to provide.
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