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Accelerating Transformer Training with NVIDIA Transformer Engine, Fused Kernels, BF16, FP8, and GPU Benchmarking
In this tutorial, we explore how NVIDIA Transformer Engine accelerates transformer workloads by combining fused GPU kernels, BF16 computation, and hardware-aware FP8 execution. We begin…
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Supabase Releases Evals: an Open Source Benchmark That Scores Claude Code, Codex and OpenCode on Real Supabase Tasks
Supabase has open sourced Supabase Evals, its benchmark and framework for testing…
MiniMax Releases MiniMax H3: An Omni-Modal Video Model That Generates 15-Second 2K Clips With Native Stereo Audio
MiniMax releases MiniMax H3, a general-purpose multimodal generation model. MiniMax H3 is…
DeepSeek Upgrades DeepSeek-V4-Flash-0731 with Major Agentic and Coding Gains
DeepSeek published DeepSeek-V4-Flash-0731 on Hugging Face and moved the official V4-Flash API…
LingBot-Map Tutorial: GPU-Aware Inference and Point Cloud Export
print("\n Plots") k = min(4, S) idxs = np.linspace(0, S - 1,…
How to Debug AI Coding Agents When They Change the Wrong Thing
agent a request, the hard part is not always writing code. The…
The 3× Token Bill We Didn’t See Coming
I was going through our agentic application dashboard and noticed a spike…
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