Joseph Decker

[Joseph Decker @josephdecker]

The winner of my 16-model eval fabricated 5 times in the audit. Second place, a tenth of a point back: zero fabrications. That one ships. https://t.co/nTdxsKzuH5

[Joseph Decker @josephdecker]

https://t.co/POB5XRIJv6

[Joseph Decker @josephdecker]

@JoinPond https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@BatsouElef https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@amarifields_ https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@yuzu_jpg @X https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@Joi2James https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@kushmergedeck https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@Joi2James https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@benln https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@buildinpublic https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@rethink_hub https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@ayoub_el77927 https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@lightsilver323 https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@Joi2James https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@nicklaunches https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@lightsilver323 https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@zdogmode https://t.co/8H0oD79irq - submit videos, get them summarized, chat with them

[Joseph Decker @josephdecker]

@joovier_ https://t.co/8H0oD79irq - give it any video, and chat across your submissions

[Joseph Decker @josephdecker]

Docker release builds for my GPU server were taking 50 minutes. The fix was moving two lines in the Dockerfile.

The image bakes the ML models in at build time, and the APP_VERSION and BUILD_SHA args sat above the bake layer - so every version bump invalidated the cache and rebuilt the whole 27.8GB image. Moved the two lines below the bake: 3 minutes 20 seconds.

(Also killed a stale belief: everyone remembered the image as ~10GB. Measured it - 27.8. Write numbers down.)

[Joseph Decker @josephdecker]

@lightsilver323 https://t.co/8H0oD79irq - I like to say it is knowledge distilled