Open-sourced Qwen-2.5-1B-RLCD delivers up to 70x speedups for type-safe JSON inference
victormustar · x · 2026-09-16
Developer harshagundal open-sourced Qwen-2.5-1B-RLCD, exploiting LLMs' ability to batch-infer every JSON key in parallel and emit probabilities over candidate categories. No retraining needed: 5x faster on-device inference for type-safe JSON workloads (demoed on an M4 MacBook), and up to 70x speedups on GPUs via HF Spaces. Now live on Hugging Face.
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