Fine-tuned 3B outperforms Claude Haiku on constrained generation
Fine-tuned 3B Qwen matches Haiku on jokes, validating small models for constrained agent tasks.

YouTube video with vague claims — no actual product or explainable technique shown.
Claude Pro subscribers hitting token limits
Fine-tuned 3B Qwen matches Haiku on jokes, validating small models for constrained agent tasks.
Turns noisy YouTube comments and Reddit threads into a tidy JSON: a 1–10 normalized score, plain-text summary, pros/cons, theme-level sentiment, and backlinks for provenance. Using an LLM as the extractor is clever — it sidesteps brittle selector-based scrapers — but it also raises obvious questions about cost, reliability, and how it handles sarcasm or sparse data that I'd want to see addressed.
Detailed OAuth reverse-engineering docs, but no actual code—just instructions for rebuilding removed features.
YouTube demo with no code, repo, or technical details to evaluate.
Forth debuggers are rare, but a YouTube video isn't a working product.
LAN sharing with per-user keys beats single-machine Claude proxies.