Designed a 5-phase fine-tuning strategy for Bible translation model — 44.4M tokens

Designed a 5-phase fine-tuning strategy for Bible translation model

fw-model

ONE-SHOT

797.8x your typical session

1.1M tokens vs typical 1.4K

44.4Mtokens

236prompts

62:15:59time

4,330lines

Claude Codeclaude-sonnet-5Python$332.82

balanced mix

Created a phased fine-tuning plan with model selection and infrastructure integration path.

Tokens / prompt187.9k

Cost / line$0.077

Cache hit96%

Burn rate$5.35/hr

Derived from this session's token and cost data. Not shown on the feed.

Building 33%Verifying 19%Thinking 8%Delegating 40%