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Hugging Face Proposes Model Integration Contracts for Transformers

1 reports 1 reporting sources Updated 8 hours ago

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Hugging Face proposed transformers-mic, a standard for testing Transformers models with small fixtures, runnable usage examples, and human-reviewed output baselines; as of November 1, its CI job reports failures without blocking pull requests. Replaying frozen contracts across five months of commits showed that a UMT5 fixture caught an SDPA regression from July 30 until the fix on September 28. The selected T5 contract's runner step took 13.4 seconds on CPU.

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Latest development11/3 08:00 (UTC+8)
Hugging Face Proposes Model Integration Contracts for TransformersHugging Face Blog

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11/3
  1. Hugging Face BlogPicks
    Hugging Face Proposes Model Integration Contracts for Transformers

    Hugging Face proposes transformers-mic, a standard for testing Transformers models with small fixtures, runnable usage examples, and human reviewed output baselines. Replaying frozen contracts across five months of commits showed that a UMT5 fixture caught an SDPA regression from July 30 until its fix on September 28; the selected T5 contract's runner step took 13.4 seconds on CPU. As of November 1, the CI job reports failures without blocking pull requests.

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