#thecompaniesapi tests are over; phi3 is what we need; dropping lots of python code in favor of a single inference process to govern them all

#thecompaniesapi start working on fine tuning as phi3 cannot stop hallucinating even though its a lot faster, heard it would possibly change everything for our usecase so its worth trying

#thecompaniesapi continue r&d on phi3, trying idea refinement from structured text content, then pipe to inference flow, unknown territories 🤣

#thecompaniesapi few iterations on our ai flows, trying phi3

#thecompaniesapi run my phi3-128k flow using llama3.1 and the results are mind blowing, it's insane how good llama is at conserving context and original purpose even when supplied with thousands of tokens; also shipped multiple hotfixes in robot UI; about to merge a month of work and then hop on fine tuning

cache recs for longer to save on model inference costs #pango

#thecompaniesapi continue working on phi3 ; first steps of subdomain support & association ; rewrite most of our AI impl

#thecompaniesapi watch the data being extracted for our customer ; switch back to phi3 branch again

play with different inference settings to make deployment more efficient #ai

#thecompaniesapi port back my ai wrapper improvements on our existing llama stack and prepare fine tuning for phi3

#thecompaniesapi port back my ai wrapper improvements on our existing llama stack and prepare fine tuning for phi3

#thecompaniesapi continue on phi3; hell of a refactor

#thecompaniesapi improving results from phi3 is a tedious task, but if it pays off we get rid of a ton of problems

#thecompaniesapi continue work on phi, lots of iterations, kinda exhausted lately

deploy new #photoai multi depth model with more samplers and textual inversions

export ~5000 crisp conversations and topic model #mused

Create DB dataframes for faster inference

Learned how quantization works! #llms

#thecompaniesapi working on llama3.1 with large context window, trying to improve some parts of our AI flow before merging it; now properly respects industries & naics constraints for current sample

#thecompaniesapi maintenance on the bot ; send back test csv to a big ai company that want to use our api ; start migration to phi3 for ou AI stack