212 karma · joined May 3, 2017
If label studio looks like what they can use, it’s fine. If not, a day of vibecoding is worth the effort to make your partners with special knowledge comfortable.
I’d you’re interested in using one of the LLM-applications I have in prod, check out https://hex.tech/product/magic-ai/ It has a free limit every month to give it a try and see how you like it. If you have feedback after using it, we’re always very interested to hear from users.
As far as fine-tuning in particular, our consensus is that there are easier options first. I personally have fine-tuned gpt models since 2022; here’s a silly post I wrote about it on gpt 2: https://wandb.ai/wandb/fc-bot/reports/Accelerating-ML-Conten...
I’d you’re interested in using one of the LLM-applications I have in prod, check out https://hex.tech/product/magic-ai/ It has a free limit every month to give it a try and see how you like it. If you have feedback after using it, we’re always very interested to hear from users.
Point 1 is also a good callout. I added something on this for llm judge but it’s relevant more broadly.
Sure. Ultimately, you want to use KG to increase your ability to do great retrieval.
Why do graphs help with retrieval? Well, don’t overlook the classic pageant example: graphs provide signal about the interconnectivity of the docs.
Also, sometimes the graph itself are a kind of object you want to retrieve over.
(not OC)
It encourages you to walk/run/bike all the roads in a town/city/county and it tracks the percentage.
It’s a fun and creative way to go see parts of your area you wouldn’t otherwise. I’ve used it to walk 97% of the miles in Berkeley and seen so many funky little areas. I also really enjoy how much it has increased my walking over the last few years.
The database is just filled with garbage that is unusable for this project: Fonts that are completely illegible, fonts that are missing most of their characters, fonts with millions of control points, Comic Sans MS, fonts where every glyph is a drawing of a train, fonts where everything is fine except that just the lowercase r has a width of MAX INT, and so on.
Their work is great but just wanted to save people a google in case they were interested.
It’s stupid and irresponsible that they have made this publicly available. Hopefully the fact that it’s terrible will tank it.
But.
If you want to learn _other_ things, these books are incredible. Maybe you want to learn deeply the combinatorial ideas behind data structures, or general techniques for squeezing small optimizations out of low level code. Or even maybe you want to see simple data structures used every-which-way to efficiently solve a huge range of mathematical problems. None of this is normal programming per se. I treat these as math books, and love them for it.
Like much of mathematics, it will make you a better programmer, but only accidentally.
Blue Bottle Coffee is hiring for several Senior developer roles to support our E-commerce platform, Internal Tools, Data Infrastructure, and Mobile projects.
Blue Bottle is undertaking a variety of greenfield projects in the next year and excited to nearly double the size of our team—huge amount of opportunity for ownership and leadership. (this is why we're currently only hiring at the senior level)
Also, c'mon, the coffee is great...
We are currently using Ruby/Rails, Go, and Python as our primary languages for dev. Moving towards React. Everything is on AWS, mostly using Docker, we also have CI/CD, and use the ol' github.
Some job descriptions: https://jobs.lever.co/bluebottlecoffee?department=Digital&te...
Email me at bryanbischof@bluebottlecoffee.com if ya wanna.