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r/LocalLLaMA3h ago
5.5

Bankai (卍解) — the first post-training adaptation method for true 1-bit LLMs.

/u/Turbulent-Sky5396

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Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categorytool
Topics
quantizationfine-tuning1-bitllm

Opportunity Brief

Create an automated pipeline for performing XOR-based weight patching on 1-bit LLMs. This allows for lightweight model adaptation without full retraining.

Suggested repo: bankai-patch

"Modify model behavior by flipping bits, not retraining weights."

Estimated effort: 40h