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Training Experiment · Python

bf16-update-realization-in-transformers

What it is

The repository investigates the behavior of AdamW optimizer in bfloat16 precision when fine-tuning a small language model (SmolLM2-135M) on GSM8K, by measuring the discrepancy between intended and realized weight updates through custom observer and analysis tools.

Scored from the code at its last scan, 22 Oct 2026. How merit is scored

Where it counts

  • Machine Learning85%
  • NLP & LLMs85%
  • MLOps15%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the Machine Learning board

Whole board
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  3. 26bf16-update-realization-in-transformersTraining Experiment · Python55.8/100ImplementationRick
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  5. 28, shared rankASTROTraining Experiment · Python55.3/100ImplementationPop Alexandru

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