feat: RoPE-related typing improvements #41967
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LGTM but cc @zucchini-nlp @ArthurZucker! |
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[For maintainers] Suggested jobs to run (before merge) run-slow: gemma3 |
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| logger.warning( | ||
| "Unable to find a rope_theta and defaults are not supported for this value. Returning the config" | ||
| " un-modified. Verify that the model uses RoPE and that it should have been present in this config." | ||
| ) |
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maybe not raise a warning? Standardization can be called on an already standardized config and this warning will be raised every time it happens
| rope_theta = getattr(config, "rope_theta", None) | ||
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| # Case 1: one RoPE theat = one RoPE param per model without nesting | ||
| def process_rope_parameters_for_layer_type(rope_theta: dict[str, float], layer_type: str) -> RopeParameters: |
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let's expect a single theta here, since we're already unfolding thetas dict below
| ) | ||
| return | ||
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| config.rope_parameters = RopeParameters(rope_type=rope_type, rope_theta=rope_theta) |
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if we create a new value, we can lose scaling params that existed before like rope_parameters.factor
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What does this PR do?
Fixes #41964
total=FalseonRopeParametersRequiredto the relevant properties ofRopeParametersBefore submitting
Pull Request section?
to it if that's the case. Improve typing support and flexibility for RopeParameters #41964
documentation guidelines, and
here are tips on formatting docstrings.
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