Architecture Modification / Research · Python

deep-chaos-scheduler

Sticky-block topology lottery scheduler for transformer fine-tuning.

Rick@JuiceB0xC0de · Atlas 73.3 · #2= builder

What it is

The repository introduces a sticky-topology chaos scheduler (DeepChaos) for transformer fine-tuning that removes dead and identity layers during training to improve speed and reduce VRAM usage, paired with a diagnostic suite (BoL scans) for model analysis.

amd
fine-tuning
llm
lora
machine-learning
pytorch
rocm
transformers
vram-optimization
weights-and-biases

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

Where it counts

NLP & LLMs90%
Machine Learning80%
MLOps30%
Data Science10%

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 NLP & LLMs board

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What it is

Where it counts

Around it on the NLP & LLMs board

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