🔗 NCCL

Multi-GPU Communication, Collective Operations, Distributed Training, AllReduce

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Hetccl Shows Scaling Of Multi-Vendor GPU Clusters For Large Language Models
quantumzeitgeist.com·13h
🔄ONNX
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Training LLMs with Fault Tolerant HSDP on 100,000 GPUs
arxiv.org·1d
⚡CUDA Programming Patterns
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HetCCL makes clustered Nvidia and AMD AI accelerators play nice with each other via RDMA — vendor-agnostic collective communications library removes an obstacle to heterogeneous AI data centers
tomshardware.com
·3h
⏱️CUDA Events
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**Abstract:** This paper introduces a novel system for personalized learning plan generation tailored to neurodiverse learners. Leveraging Natural Language G...
freederia.com·1h
📊Gradient Accumulation
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nilpunch/massive-ecs: Bitset-based ECS with rollbacks. C# library and Unity package.
github.com·11h
📜TorchScript
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Optimizing Communication for Mixture-of-Experts Training with Hybrid Expert Parallel
developer.nvidia.com·1d
🌊CUDA Streams
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Using Nsight Compute with large codebases - Part 2 : Profiling large code bases
blog.ncompass.tech·21h·
Discuss: Hacker News
🔍Nsight
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ML for Energy-Performance-Aware Scheduling On Heterogeneous Multicore Architectures (Cambridge)
semiengineering.com·1d
📈Occupancy Optimization
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Conformal Thinking: Risk Control for Reasoning on a Compute Budget
arxiv.org·9h
⚡ONNX Runtime
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Adaptive Traffic Management Middleware via Predictive Consensus and Reinforcement Learning
dev.to·4h·
Discuss: DEV
⚡ONNX Runtime
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Red Hat OpenShift 4.21 brings smart GPU allocation for AI workloads
techzine.eu·1h
📈GPU Occupancy
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Mekara: Workflows as Code Proof-of-Concept
meksys-dev.github.io·10h·
Discuss: Hacker News
🤖AI Coding Tools
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Understanding LLM Inference Engines: Inside Nano-vLLM (Part 1)
neutree.ai·2d·
Discuss: Hacker News, r/programming
⏱️CUDA Events
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Writing an LLM from scratch, part 32a -- Interventions: training a baseline model
gilesthomas.com·12h·
Discuss: Hacker News
📊Gradient Accumulation
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Show HN: DeepInsight HITL AI research with collaboration and podcast generation
news.ycombinator.com·8h·
Discuss: Hacker News
⚡ONNX Runtime
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Robotics will break AI infrastructure: Here's what comes next
theregister.com·22h
⏱️CUDA Events
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CRAM-Net: The Network that Thinks by Rewiring
github.com·18h·
Discuss: DEV
🎓Model Distillation
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**Abstract:** The increasing bandwidth demands of modern data centers necessitate sophisticated congestion control mechanisms capable of dynamically adapting...
freederia.com·12h
🌊CUDA Streams
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Scaling Video Encoding with Edge AI Power
dev.to·9h·
Discuss: DEV
⚡Flash Attention
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Qwen3-Coder-Next offers vibe coders a powerful open source, ultra-sparse model with 10x higher throughput for repo tasks
venturebeat.com·15h
🤖AI Coding Tools
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