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Deep diveAI

Claude 3.7 Context Window Exceeds 10 Million Tokens: Can Digest an Entire Library at Once

Anthropic releases Claude 3.7 with 10 million token context window, approximately 100 million Chinese characters, can process ultra-long documents, entire code repositories, or hundreds of thousands of medical literature pages at once.

Anthropic today released Claude 3.7, the longest context window commercial large model to date.

Scale Breakthrough

10 million tokens equals approximately:

  • 100 million Chinese characters
  • 1,000 long novels
  • An entire code repository
  • 100,000 pages of medical literature

Application Scenarios

  • Legal due diligence: Analyze tens of thousands of contract pages at once
  • Academic research: Summarize all papers in an entire field
  • Code understanding: Digest all code in a project
  • Medical archives: Analyze decades of medical records

Technical Implementation

Anthropic uses new sparse attention mechanism and hierarchical retrieval technology, significantly reducing memory usage while ensuring performance.