Tagged articles

on-device deployment

2 articles · Page 1 of 1

Sep 5, 2026 · Artificial Intelligence

TinySR: Lightweight Diffusion for Real-World Super-Resolution, 5.68x Faster

TinySR introduces a lightweight diffusion transformer for real-world image super-resolution, achieving 5.68x inference speedup and 83% parameter reduction over its teacher model TSD-SR through learnable pruning, dynamic block activation, VAE compression, and removal of time/prompt modules, while maintaining competitive perceptual quality on benchmarks.

TinySRVAE lightweightingdiffusion model

0 likes · 17 min read

TinySR: Lightweight Diffusion for Real-World Super-Resolution, 5.68x Faster

Amap Tech

Aug 7, 2025 · Artificial Intelligence

Boosting Codebase Upgrades with Code RAG and Agent‑Driven Fine‑Tuning

This article describes how the Gaode terminal team tackled large‑scale repository upgrades by building a code‑RAG and code‑Agent tool, addressing recall and stability issues, then fine‑tuning a small LLM (Qwen3‑4B) with LoRA and custom datasets to achieve reliable, low‑cost, on‑device code‑query performance.

Code AgentLLMLoRA

0 likes · 11 min read

Boosting Codebase Upgrades with Code RAG and Agent‑Driven Fine‑Tuning