That one just has links to the actual content. Unless you're using something that agentically follows those links as needed, you should use the expanded version.
@jeremyphoward
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Distributed Training with torchrun and FSDP Made Simple
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It's pretty easy with torchrun, fsdp, etc.
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Claude 5-mini Performance Limitations High Reasoning Tradeoffs
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5-mini can't manage it at all, unless you go to high reasoning, at which point it's really slow.
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Code Quick Fixes: Full Model vs 4.1 Speed Comparison
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Code quick fixes. I only get good results if I use the full model and medium reasoning, whereas 4.1 gives at least as good results 10x faster.
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Era Ending: Cost-Benefit Analysis Shifts AI Development
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Yes, that (and some other similar issues) is why the era is coming to a close — it's no longer sufficient to rely on it in practice, since costs are getting too high vs improvements.
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Grok 3 Comparison: AI Model Performance Assessment
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"Better than Grok 3" — damning with faint praise? 😉
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Custom Qwen Inference Servers Hardware Cost Analysis
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Well we have our own inference servers and custom config for qwen, so it's really the cost of that hardware I guess.
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In-house Everything Strategy: Building Complete Internal Infrastructure
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We have our own inhouse-everything 🙂
