ctbellmar

5 ms·

1.
by ctbellmar 4mo ago
I had the same experience with 31B. Runs well on 4090 too!
2.
by ctbellmar 5mo ago
Glad it helps. As for narrow classifiers, it's decision tree logic as you say, and best done via trial and error than over-engineering and theory. Cleverness comes from your own experience :)
3.
by ctbellmar 5mo ago
That's the idea - hence PlantLab, not CannaLab. Cannabis makes sense as the entry point because it's a cash crop with a big hobbyist scene, so there's enough interest to get real usage data early. But the goal is broader - to
4.
by ctbellmar 5mo ago
Thanks! Yeah, the single-species focus does a lot of the work. Under the hood it's not one big model - there's a cannabis verification gate, then routing into disease vs pest vs deficiency, then narrower classifiers from there.
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by ctbellmar 5mo ago
PlantLab ( https://plantlab.ai ) - AI plant health diagnosis for cannabis. It's an API, not an app [1]. Photo in, structured JSON out - condition, confidence, growth stage, nutrient lockout analysis. The response is for machi
6.
by ctbellmar 11mo ago
Various AI services (e.g. Perplexity) are down as well
7.
by ctbellmar 11mo ago
They sent out emails to existing customers yesterday, showing if you are above/below/at average usage. I'm above (no surprise), and I wonder if anyone on higher plans will find themselves under-utilizing their subscription -
8.
by ctbellmar 11mo ago
Pawel, This looks promising! Is it for text based models only at this time (i.e. no vision/image training)?
9.
by ctbellmar 1y ago
I wrote a tool that may be just the thing for you: https://github.com/bikemazzell/skald-go/ Just speech to text, CLI only, and it can paste into whatever app you have open.
10.
by ctbellmar 1y ago
I wonder how well Augment system will play with both of these. I recall that for some time, Cursor worked really well with Claude LLMs and less so with OpenAI's offerings like GPT and o's. So far, my own testing had a few timeouts
11.
by ctbellmar 1y ago
I know it's been mentioned a few times, but worth repeating: these LLMs tend to do noticeably better in their own native environments. Claude (Opus or Sonnet) in Copilot != Claude in Claude Code. Same applies to Cursor, Windsurf, Augm
12.
by ctbellmar 1y ago
"Qwen3-Coder ... is the first open-source model I’ve been able to accept patches from. It isn’t by any means a Claude killer, but it feels like Claude 3.7 Sonnet, maybe even better." Has anyone been able to set up Qwen3-Coder to r
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by ctbellmar 1y ago
I had some time for in depth experiments with it this summer and was disappointed. It gets the surface level details alright, but falls apart on any detailed work. Examples that failed: - opening hours for POI (restaurants, tourist attract
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by ctbellmar 1y ago
WhatSignal, WhatsApp <-> Signal relay, written in Go https://github.com/bikemazzell/whatsignal I'm working on a WhatsApp to Signal relay. I.e.: whenever someone sends a WA message to you, it appears in your