Amazon SageMaker HyperPod Inference
Reflection BeamDEPLOYED_WITHAmazon SageMaker HyperPod Inference Amazon SageMaker HyperPod InferenceALLOWS_USE_OF SGLang Amazon SageMaker HyperPod InferenceALLOWS_USE_OFvLLM Amazon SageMaker HyperPod InferenceOPERATED_BYAmazon Elastic Kubernetes Service GPT-OSS-20B is fine‑tuned on Amazon SageMaker HyperPod Amazon SageMaker HyperPod uses Amazon Elastic Kubernetes Service for orchestration Amazon SageMaker HyperPod employs Elastic Fabric Adapter for inter‑node communication Amazon SageMaker Studio submits fine‑tuning jobs to Amazon SageMaker HyperPod AWS Command Line Interface submits fine‑tuning jobs to Amazon SageMaker HyperPod ServiceClient configures AWS Key Management Service.· Entity summary generated by Graphiti
Relation timeline
BY VALID-FROM DATE- ServiceClientCONFIGURESAmazon SageMaker HyperPod Inference
ServiceClient configures AWS Key Management Service.
- Amazon SageMaker HyperPod InferenceUSES FABRICAWS Trainium2
Amazon SageMaker HyperPod employs Elastic Fabric Adapter for inter‑node communication
- SageMaker StudioUSED FOR SUBMISSIONAmazon SageMaker HyperPod Inference
Amazon SageMaker Studio submits fine‑tuning jobs to Amazon SageMaker HyperPod
- Amazon SageMaker HyperPod InferenceUSES ORCHESTRATIONAmazon Elastic Kubernetes Service
Amazon SageMaker HyperPod uses Amazon Elastic Kubernetes Service for orchestration
- Amazon Elastic Compute CloudUSED FOR SUBMISSIONAmazon SageMaker HyperPod Inference
AWS Command Line Interface submits fine‑tuning jobs to Amazon SageMaker HyperPod
- GPT-OSS-20BIS FINE TUNED ONAmazon SageMaker HyperPod Inference
GPT-OSS-20B is fine‑tuned on Amazon SageMaker HyperPod
- Amazon SageMaker HyperPod InferenceOPERATED BYLinker Vision
Amazon SageMaker HyperPod InferenceOPERATED_BYAmazon Elastic Kubernetes Service
- Amazon SageMaker HyperPod InferenceALLOWS USE OFvLLM
Amazon SageMaker HyperPod InferenceALLOWS_USE_OFvLLM
- Reflection BeamDEPLOYED WITHAmazon SageMaker HyperPod Inference
Reflection BeamDEPLOYED_WITHAmazon SageMaker HyperPod Inference
- Amazon SageMaker HyperPod InferenceALLOWS USE OFSGLang
Amazon SageMaker HyperPod InferenceALLOWS_USE_OF SGLang
Relations are facts Graphiti extracted from reports, not verbatim quotes. An end date means later reporting showed the relation no longer holds.
Events 3
- Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs1 cited report · 2026-10-23
- Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod1 cited report · 2026-10-21
- Introducing Reflection Beam: an open-weight model for agentic coding on AWS1 cited report · 2026-10-16
Source reports 3
- Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIsAWS Machine Learning Blog · first-party · 2026-10-23
- Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPodAWS Machine Learning Blog · first-party · 2026-10-21
- Introducing Reflection Beam: an open-weight model for agentic coding on AWSAWS Machine Learning Blog · first-party · 2026-10-16