DeepSeek open-sources inference optimizations with 60–85% faster generation [pdf]
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DeepSeek open-sourcing inference optimizations with 60-85% speedup is directly actionable and novel.
Summary
DeepSeek released DSpark, an open-source inference optimization suite delivering 60–85% faster LLM generation by applying speculative decoding and efficient computation strategies. The techniques reduce per-token latency significantly, lowering inference costs for production deployments. Developers can integrate DSpark to accelerate existing transformer-based models without accuracy loss.
Author
deepseek-ai