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TirZ

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  1. TirZ-M1 TirZ-M1 Public

    TirZ M1 is a GPT-style decoder-only transformer language model comprising 417,887,232 trainable parameters, designed and trained from scratch by Tirth Patel (@Tirth9978) under the OpenTirZ organiza…

    Python 3

  2. LogFormer_1 LogFormer_1 Public

    LogFormer_1 is a lightweight Transformer-based log anomaly detection system designed for industrial log analysis and AIOps. The model learns normal log event patterns from historical system logs an…

    Python 3

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Showing 2 of 2 repositories
  • LogFormer_1 Public

    LogFormer_1 is a lightweight Transformer-based log anomaly detection system designed for industrial log analysis and AIOps. The model learns normal log event patterns from historical system logs and identifies unusual behavior using next-event prediction — a technique adapted from language modeling to the domain of system log monitoring.

    OpenTirZ/LogFormer_1’s past year of commit activity
    Python 3 0 0 0 Updated Jun 9, 2026
  • TirZ-M1 Public

    TirZ M1 is a GPT-style decoder-only transformer language model comprising 417,887,232 trainable parameters, designed and trained from scratch by Tirth Patel (@Tirth9978) under the OpenTirZ organization. Built upon the foundational principles established in the landmark "Attention Is All You Need" paper .

    OpenTirZ/TirZ-M1’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Jun 8, 2026

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