Open-Sourced Qwen-2.5-1B-RLCD: 5x Faster On-Device Inference for JSON Workloads

max_paperclips · x · 2026-09-17

Developer harshagundal open-sourced Qwen-2.5-1B-RLCD, claiming 5x faster on-device inference for type-safe JSON workloads, demoed on an M4 MacBook. The trick: batch-infer every JSON key in parallel and generate probabilities over candidate categories—no retraining needed. shinboson followed up with a multimodal version. Available on Hugging Face.

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