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MiniCPM-SALA

MiniCPM Text Series

MiniCPM-SALA is a 9B-parameter model for ultra-long text. It uses a hybrid sparse and linear attention architecture and supports contexts of up to a million tokens.

Download the MiniCPM-SALA weights and prepare the corresponding runtime environment following the Deployment Guide. Resource requirements for long-context runs vary with your actual configuration, so check both your hardware and your inference parameters.

Key features​

  • Million-token context: Supports ultra-long context of up to 1M tokens
  • Hybrid attention: 25% InfLLM-V2 sparse attention + 75% Lightning linear attention
  • HyPE positional encoding: Handles ultra-long sequences efficiently
  • 2.5x TTFT speedup: Compared with full-attention models, time to first token is reduced by 60%

Model downloads​

HuggingFaceModelScope
MiniCPM-SALAMiniCPM-SALA

Developer Showcase

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