AWS Trainium2
Nova-3 speech-to-text model runs on AWS Trainium2 Amazon Elastic Compute Cloud (Amazon EC2) hosts AWS Trainium2 Transformers run on AWS Trainium Amazon SageMaker HyperPod employs Elastic Fabric Adapter for inter‑node communication TorchNeuron allows AI apps to be ported to Amazon’s homegrown AI chip Trainium. i14 uses AWS Trainium2 Laplace 3B linear attention model trained at AWS Trainium2 trn2.48xlarge instance contains AWS Trainium2 chips AWS Trainium2 is part of AWS Trainium AWS Trainium2 is part of AWS Trainium TorchNeuron RUNS_ON AWS Trainium Neuron Kernel Interface ENABLS_OPTIMIZATION_FOR AWS Trainium Amazon PROVIDES AWS Trainium ServiceClient configures Amazon Simple Storage Service. TorchNeuron is the native PyTorch backend for AWS Trainium Hugging Face Space provides information about model runs on AWS Trainium A Trainium2 instance runs inside the AWS Neuron Deep Learning Container· Entity summary generated by Graphiti
Relation timeline
BY VALID-FROM DATE- TorchNeuronBACKEND FORAWS Trainium2
TorchNeuron is the native PyTorch backend for AWS Trainium
- Hugging Face SpacesPROVIDES INFO ONAWS Trainium2
Hugging Face Space provides information about model runs on AWS Trainium
- AWS Trainium2INAWS Neuron Deep Learning Container
A Trainium2 instance runs inside the AWS Neuron Deep Learning Container
- ServiceClientCONFIGURESAWS Trainium2
ServiceClient configures Amazon Simple Storage Service.
- TorchNeuronRUNS ONAWS Trainium2
TorchNeuron RUNS_ON AWS Trainium
- AmazonPROVIDESAWS Trainium2
Amazon PROVIDES AWS Trainium
- Neuron Kernel InterfaceENABLS OPTIMIZATION FORAWS Trainium2
Neuron Kernel Interface ENABLS_OPTIMIZATION_FOR AWS Trainium
- Laplace 3B linear attention modelTRAINED ATAWS Trainium2
Laplace 3B linear attention model trained at AWS Trainium2
- AWS Trainium2IS PART OFAWS Trainium2
AWS Trainium2 is part of AWS Trainium
- i14USESAWS Trainium2
i14 uses AWS Trainium2
- trn2.48xlarge instanceCONTAINSAWS Trainium2
trn2.48xlarge instance contains AWS Trainium2 chips
- TorchNeuronPORTS TOAWS Trainium2
TorchNeuron allows AI apps to be ported to Amazon’s homegrown AI chip Trainium.
- Amazon SageMaker HyperPod InferenceUSES FABRICAWS Trainium2
Amazon SageMaker HyperPod employs Elastic Fabric Adapter for inter‑node communication
- Nova-3 speech-to-text modelRUNS ONAWS Trainium2
Nova-3 speech-to-text model runs on AWS Trainium2
- Amazon Elastic Compute CloudHOSTSAWS Trainium2
Amazon Elastic Compute Cloud (Amazon EC2) hosts AWS Trainium2
- TransformersRUNS ONAWS Trainium2
Transformers run on AWS Trainium
Relations are facts Graphiti extracted from reports, not verbatim quotes. An end date means later reporting showed the relation no longer holds.
Events 7
- Does Your Model Run on AWS Trainium? Look It Up2 cited reports · 2026-10-23
- Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs1 cited report · 2026-10-23
- Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.1 cited report · 2026-10-22
- Beyond the KV cache: Training and serving i14’s Laplace 3B linear attention model on AWS Trainium2 with native PyTorch1 cited report · 2026-10-21
- Google has joined Amazon in attacking Nvidia’s stronghold with AI app developers1 cited report · 2026-10-21
- Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPod1 cited report · 2026-10-21
- How Deepgram optimized voice AI at scale with AWS Trainium1 cited report · 2026-10-20
Source reports 8
- Does Your Model Run on AWS Trainium? Look It UpHugging Face Blog · first-party · 2026-10-23
- Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIsAWS Machine Learning Blog · first-party · 2026-10-23
- Profiling TorchNeuron (Part 1): System-level profiling on AWS Trainium.Hugging Face Blog · first-party · 2026-10-22
- Beyond the KV cache: Training and serving i14’s Laplace 3B linear attention model on AWS Trainium2 with native PyTorchAWS Machine Learning Blog · first-party · 2026-10-21
- Google has joined Amazon in attacking Nvidia’s stronghold with AI app developersTechCrunch · AI · 2026-10-21
- Fine-tuning GPT-OSS-20B for multilingual reasoning on Amazon SageMaker HyperPodAWS Machine Learning Blog · first-party · 2026-10-21
- How Deepgram optimized voice AI at scale with AWS TrainiumAWS Machine Learning Blog · first-party · 2026-10-20
- TorchNeuron: running HF models on AWS Trainium is easier than everHugging Face Blog · first-party · 2026-10-19