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Amazon SageMaker AI introduced training session APIs that let developers write their own LLM training loops in Python while SageMaker handles GPU allocation, distributed execution, fault recovery and checkpointing. The A...
This AWS Machine Learning Blog post walks through deploying the Kokoro-82M text-to-speech model as a custom container on an Amazon SageMaker AI real-time endpoint, then deriving autoscaling thresholds from two live measu...
Perplexity and NVIDIA researchers propose JOLT (Joint On-policy Learning and Teaching), a post-training method where a single model is trained as both teacher and student, with the teacher receiving privileged informatio...
NVIDIA outlined how European retailers and brands are deploying its open models, inference software and digital twin tooling across commerce and logistics. Shopify post-trained NVIDIA Nemotron 3.5 Lightning for a Sidekic...
NVIDIA announced general availability of cuDSS, a CUDA-X library that moves large sparse linear-system solving, a repeated bottleneck in engineering and scientific simulation, onto GPUs. The company says partners includi...
AWS details a fine-tuning workflow on Amazon SageMaker HyperPod that teaches GPT-OSS-20B to reason and answer in French, German, Spanish and Italian instead of defaulting to English. Supervised fine-tuning with LoRA rais...
AWS's ML blog describes a reference architecture that pairs the Denodo Platform with Amazon Bedrock AgentCore to give agents governed access to federated enterprise data. The Denodo MCP Server exposes semantic views...
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