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https://arxiv.org/abs/2509.21271 [2509.21271] SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips Abstract page for arXiv paper 2509.21271: SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips large scale llm 2509 unleashing power training https://rocm.blogs.amd.com/software-tools-optimization/eaisuite-autoscaling/README.html Leveraging AMD AI Workbench to Scale LLM Inference for Optimal Resource Utilization — ROCm Blogs Learn how to use the AMD AI Workbench GUI and AIM Engine CLI capabilities to enable and configure autoscaling for your AI workloads. amd ai scale llm resource utilization rocm blogs leveraging https://hitconsultant.net/2026/04/16/keebler-health-llm-risk-adjustment-unstructured-data/ Keebler Health Secures $16M to Scale LLM-Native Risk Adjustment Platform Apr 16, 2026 - Keebler Health, an LLM-native risk adjustment platform, has raised a $16M Series A funding round led by Flare Capital Partners, risk adjustment platform health secures scale llm keebler 16m https://itopstimes.com/kubernetes/standardizing-ai-at-scale-llm-d-joins-the-cncf/ Standardizing AI at Scale: llm-d Joins the CNCF - ITOps Times scale llm itops times standardizing ai joins https://docs.skypilot.co/en/latest/examples/training/torchtitan.html TorchTitan: Large-Scale LLM Training with SkyPilot — SkyPilot Docs large scale llm torchtitan training skypilot docs https://pytorch.org/blog/superoffload-unleashing-the-power-of-large-scale-llm-training-on-superchips/ SuperOffload: Unleashing the Power of Large-Scale LLM Training on Superchips – PyTorch large scale llm unleashing power training superchips https://engineering.fb.com/2026/03/31/ml-applications/meta-adaptive-ranking-model-bending-the-inference-scaling-curve-to-serve-llm-scale-models-for-ads/?share=mastodon Meta Adaptive Ranking Model: Bending the Inference Scaling Curve to Serve LLM-Scale Models for Ads... Apr 7, 2026 - Meta continues to lead the industry in utilizing groundbreaking AI Recommendation Systems (RecSys) to deliver better experiences for people, and better results... ranking model inference scaling scale models meta adaptive https://inference.net/blog/schematron/ Schematron: An LLM trained for HTML - JSON at scale | Inference.net Schematron-8B and Schematron-3B deliver frontier-level extraction quality at 1-2% of the cost and 10x+ faster inference than large, general-purpose LLMs. llm trained schematron html json scale https://engineering.fb.com/2026/03/31/ml-applications/meta-adaptive-ranking-model-bending-the-inference-scaling-curve-to-serve-llm-scale-models-for-ads/ Meta Adaptive Ranking Model: Bending the Inference Scaling Curve to Serve LLM-Scale Models for Ads... Apr 21, 2026 - Meta continues to lead the industry in utilizing groundbreaking AI Recommendation Systems (RecSys) to deliver better experiences for people, and better results... ranking model inference scaling scale models meta adaptive https://vercel.com/i/llm-gateway Building Reliable AI at Scale: The LLM Gateway Layer - Vercel LLM gateways unify API access across providers to enable automatic cost attribution, centralized credential management, and automated failover when providers... building reliable llm gateway ai scale layer https://galileo.ai/mastering-llm-as-a-judge Mastering LLM as a Judge eBook: Improve AI Evaluations at Scale Learn how to use LLM-as-a-Judge to accelerate AI evaluations, cut costs, and improve accuracy across complex AI workflows. mastering llm improve ai judge ebook evaluations https://www.cncf.io/online-programs/cncf-on-demand-cloud-native-inference-at-scale-unlocking-llm-deployments-with-kserve/ CNCF On-Demand: Cloud Native Inference at Scale - Unlocking LLM Deployments with KServe | CNCF Jan 10, 2026 - The demand for scalable and cost-efficient inference of large language models (LLMs) is outpacing the capabilities of traditional serving stacks. demand cloud native inference cncf scale unlocking https://www.semanticscholar.org/search?q=ALHD%3A+A+Large-Scale+and+Multigenre+Benchmark+Dataset+for+Arabic+LLM-Generated+Text+Detection. ALHD: A Large-Scale and Multigenre Benchmark Dataset for Arabic LLM-Generated Text Detection. |... An academic search engine that utilizes artificial intelligence methods to provide highly relevant results and novel tools to filter them with ease. large scale benchmark dataset llm generated text detection multigenre