tiny-classifiers
Train a 17M-parameter text classifier in a minute, with labels from a big AI model, and know when it beats an API. Recipe, tutorial, results on 10 tasks, phone trainer.
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GITHUB · launched Sep 27, 2026 · 70 upvotes (top 12%) · 0 views
Niche: machine learning developer tools · 303 launches, 11 in the last 7 days ▼ -45% · Explore this niche →
Category and tags
- Horizontal
- Model & infra
- Developer
- AI-native
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 303 launches in machine learning developer tools →
Could you build this?
Partial While an interface and basic PyTorch script can be scaffolded, efficient distillation of LLM labels into lightweight classifiers and on-device deployment requires ML engineering know-how.
What it would actually take: Requires a pipeline combining LLM synthetic labeling (OpenAI/Anthropic API), tokenization, and fine-tuning lightweight encoder models (e.g., MobileBERT, ModernBERT, or small Transformers) using PyTorch or ONNX Runtime. Mobile/phone export requires quantization (INT8) and CoreML/TFLite model conversion pipelines.
Competitors
Other products that read as similar to this one : 223 launches clear the similarity bar, closest 8 shown.
Attention rank: #39 of 224 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 326 days after the earliest competitor.
- jeffy · github · 2026-10-02 · 24 upvotes · similarity 0.55
- MicroLearn · ph · 2026-09-17 · 1 upvotes · similarity 0.47
- Voice gender classifier for European voice AI (1MB, ONNX, 4ms) · hn · 2026-05-12 · 5 upvotes · similarity 0.45
- jevbench · github · 2026-09-22 · 7 upvotes · similarity 0.45
- AI英语口语练习 · ph · 2026-11-06 · 1 upvotes · similarity 0.44
- Milliseconds.ai · ph · 2026-09-21 · 75 upvotes · similarity 0.43
- Ateegnas · ph · 2026-11-08 · 2 upvotes · similarity 0.43
- bookflow-skill · github · 2026-09-11 · 20 upvotes · similarity 0.42
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