lamroger
I started looking at Kaggle again and autoresearch seems to converge to many of the solution vibes there.
Wild ensembles, squeezing a bit of loss out. More engineering than research IMO
Ask HN: Anyone Else Fiddling with Apple Foundation Model Adapters?
I was hoping since the models fit on-device that fine-tuning adapters would be more accessible. The toolkit Apple provides is still really good but not something we can run on consumer hardware.What is your experience so far?
Show HN: Shepherd – Generating Synthetic Data with Claude and MCP
https://github.com/waffie-ai/shepherd
A proof of concept stitching together Claude, MCP, and faker to generate synthetic LLM fine tuning data.The idea came from Apple Foundation Model's adaptor training example. They provide a toy dataset with data on short script generation. Wanted to see how one might stitch together Claude and MCP with tools to generate data.A little finic-y but if you really were to try to generate hundreds or...
i wonder what other people think
things still go viral - pop ups are very popular with the young crowd. owalla was giving out water bottles and the line was around the block and i didnt see the end of the line
The tech scene is not doing so well imo. people say gaming is cyclical but idk tbh. AI adoption in graphic design and coding is really going to squeeze an already stressed gaming labor pool. entertainment industry is much the same.
i cant name one young rising startup that was hot like snapchat. so that was disappointing when i was job hunting.
traffic is still bad. smog is less bad.
Startups in LA are interesting. Back in the day, there was a lot of Ad Tech / advent of big data. This is when Snapchat and Hulu were coming up. I’d go on Angellist and see who was hiring and who’d be down to meet.
Now, especially post covid, I feel sparks of excitement. I missed the crypto hype in LA so that was probably wild and weird. a16z opened an office in Santa Monica and do their speedrun accelerator. Focused on games and media it seems.
upfront hosted some cool cowork and mingle events too.
Two meetups I regularly go to is AI Tinkerers and MLOps. Generally it’s the same small crowd. I went to a Ruby meetup which was cool too.
Less of a young startup crowd. Maybe people got older and rich and retired early.
I have a small writeup here: https://lamroger.com/blog/2024-03-10-coffee-roasting-tech/ and the video here: https://www.youtube.com/watch?v=shMMuNuH3cE
But short answer is I finetuned a model with the help of Roboflow, grabbed the pixel values in the bounding box and avg'ed the values.
Ask HN: Who wants freshly roasted coffee?
Hey y'all - I consider myself a tinkerer and in the vein of doing things that don't scale, I want to send you coffee that I roast.I have a couple bags of green beans to choose from.If you want to print a picture or your art on a label, send me an image!If you prefer a roast level, let me know too.* Colombia, Finca La Riviera Sudan Rume * Colombia, Finca La Rivera Gesha * Colombia, Finca Milan...
Ask HN: How's entry-level data science roles looking?
I'm more in-tune with the SWE side and was wondering if other ppl know how data science is going. Asking for undergrad students.
Going full enterprise by shutting down hobby plans while laying off primarily sales and marketing.
Joking aside, I worry when I start working again too. I think recognizing that struggling is learning and aiming to get into the rhythm/habit of struggling even when you're tired - even a little bit - compounds. I'm also toying with the idea of cohort-based learning
But i do agree with you