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.
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.
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