InTech and AI GuildbyShashwat·19h agoJev vs. Laya: Why And Which One Costs More?One is a closed API, the other is self-hosted open source. Here is the engineering reality behind the hype.
Christophe Cruz·4d agoA small model that knows when to askPropose, then judge: how a 0.3 B multilingual judge fills dialogue slots, says “not specified”, and hands your assistant a probability it…
InTowards AIbyCameron Jagoe·5d agoWhen the Benchmark Is Wrong: Three Kinds of Error That Look Like Model FailureI had blind second and third analysts re-label 500 product pairs. We found 16 annotation mistakes, 49 convention disputes, and a problem…
SEYQORA·Oct 25Jev didn’t beat the LLM on accuracy. I’d still switch.Whenever your code asks an LLM for a decision, whether that’s a label, a yes or no, or a score, Jev can make it in one fast step and tell…
Harsh chandrakar·Oct 25Laya Vision, Inside OutHow a small model reads an eye photo, picks an answer, and learns from 2,721 images. From zero, with moving diagrams and the real code.
InCubedbyRobi Kumar Tomar·Oct 24Laya vs. Jev: When Your AI Application Needs a Decision Model, Not a ChatbotLLMs are powerful, but not every software task needs generated text. Explore Laya and Jev, compare their architectural trade-offs, and…
InTowards AIbyCameron Jagoe·Oct 21I Fine-Tuned a Local Model to Match a Hosted Model.Fine-tuned on the same 11,010 human-reviewed pairs my production auditors learned from, a self-hosted Laya model reached the hosted model’s…A response icon3A response icon3
Arnaud Morvan·Oct 21I put a small model between Claude and my design system. It sped up nothing.A tempting idea: let a tiny model answer the easy questions so Claude reads less. I tested it on 56 screens. Here is what happened, with…A response icon2A response icon2
Riyas P·Oct 16Fine-Tuning a Small Decision Model: A Gmail Experiment with Laya and JEVI’ve been experimenting with simple AI-based classification for my Gmail inbox.
Adithya·Oct 15Beyond the Chatbot: How I Discovered a “Decision Engine” for my AI AgentsFor the longest time, I’ve been fighting a silent war with my LLMs.
