v0.4.5: serving LLM Embeddings models

What's Changed

• doc: add a guide to explain how vLLM deployment on Inference Endpoints by @tengomucho in #1057
• Add Qwen embedding guide and notebook by @pinak-p in #1045
• Serve embedding models using vLLM by @dacorvo in #1072

Other changes

• Update container URIs by @dacorvo in #1056
• Implement predownload and instance type detection for trn2 example by @jimburtoft in #1041
• Fix vllm IE Images by @tengomucho in #1058
• Fixed broken link to Neuron setup in README.md by @mlopezr in #1059
• Update LLM deployment documentation by @dacorvo in #1060
• doc: remove last mentions of TGI by @dacorvo in #1061
• Optimize cache lookup by @dacorvo in #1062
• Update vLLM container for Sagemaker to v0.4.4 in documentation by @tengomucho in #1063
• Optimize lookup by @dacorvo in #1066
• Fix cache registry for embedding models by @dacorvo in #1067
• dlc doc vllm new tag by @pagezyhf in #1069
• chore: add agentic instructions by @dacorvo in #1070
• Ci sequential and cache by @tengomucho in #1075
• Fix ci sanity in PRs by @tengomucho in #1077
• fix(exporter): remove deprecation warning by @dacorvo in #1076
• feat(docker): vllm container uses uv to install package by @tengomucho in #1071

New Contributors

• @pinak-p made their first contribution in #1045
• @mlopezr made their first contribution in #1059

Full Changelog: v0.4.4...v0.4.5