aiBACKGROUND
I silently break training codes or configs so I made pybench [P]
BACKGROUND
1 SIGNALFIRST DETECTED 27 June 2026
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How the story developed
27 Jun
I silently break training codes or configs so I made pybench [P]
OPINION · WHAT · MachineLearning
Other feeds and industry voices
9 Apr
Built an automated quality scoring system for AI training datasets — here's how it works and what we learned
<!-- SC_OFF --><div class="md"><p>Disclosure: I built LabelSets (labelsets.ai). Sharing the technical approach behind how we score dataset quality.</p> <p>THE PROBLEM</p> <p>Most
OPINION · HOW · ArtificialInteligenceOPEN STORY
28 Apr
Dynamic batching for Encoder-Decoder MT training or generation when long sequence caps the batch size [P]
<!-- SC_OFF --><div class="md"><p>I built a small pytorch sampler called <strong>dynabatch</strong> after facing this specific batching issue while fine tuning a NLLB-200 600M
OPINION · WHEN · MachineLearningOPEN STORY
31 Mar
[P] Looking for people who have had training runs fail unexpectedly to beta test a stability monitor. Free, takes 5 minutes to add to your existing loop. DM me.
<!-- SC_OFF --><div class="md"><p>Anyone actively training models want to try a stability monitor on a real run? Trying to get real world validation outside my own benchmarks.</p>
OPINION · WHO · MachineLearningOPEN STORY
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