Orthrus-Qwen3: up to 7.8×tokens/forward on Qwen3, identical output distribution
8.3 relevance
Score Breakdown
technical depth 9
novelty 8
actionability 8
community 7
strategic 7
personal 10
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Open source LLM inference speedup, directly matches reader's interests.
Summary
Orthrus is a dual-view diffusion framework that achieves up to 7.8x tokens per forward pass on Qwen3 models while guaranteeing lossless output distribution identical to the base LLM. By sharing KV cache natively and fine-tuning only 16% of parameters, it outperforms speculative decoding methods like EAGLE-3 with minimal memory overhead. Native vLLM and SGLang integration is planned.