LLM offsets logic consolidate w/ checks and test case fix #1422
Commits on Oct 26, 2024
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Fix for automatic GitHub workflow reruns (pytorch#1419)
Summary: Slight bug in the retry GitHub workflow causes failing workflows to rerun indefinitely. This _should_ fix it Differential Revision: D65008676
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Add __call__ to TokenizerLike (pytorch#1418)
Summary: Add __call__ to TokenizerLike for transformers compatibility Differential Revision: D64998805
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Improve tokenizer pretty-pretty logic + __call__ method (pytorch#1417)
Summary: Use the __call__ method of tokenizers that returns a BatchEncoding with offsets. This allows us to grab text from the fully decoded string and not make assumptions about how many tokens correspond to a single string. Differential Revision: D64998804
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Fix mypy issue in visualization.py (pytorch#1416)
Summary: visualize_image_attr_multiple can return a List[Axes], adds proper annotations to satisfy mypy Why casting is necessary: numpy/numpy#24738 https://github.com/matplotlib/matplotlib/blob/v3.9.2/lib/matplotlib/pyplot.py#L1583C41-L1584C1 Differential Revision: D64998799
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Remove mypy note from infidelity.py (pytorch#1415)
Summary: Adds enough typing to get rid of `captum/metrics/_core/infidelity.py:498: note: By default the bodies of untyped functions are not checked, consider using --check-untyped-defs [annotation-unchecked]` Differential Revision: D64998800
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Fix remaining pyre errors in infidelity.py (pytorch#1414)
Summary: Fix pyre/mypy errors in infidelity.py. Introduce new BaselineTupleType Differential Revision: D64998803
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Fix kwargs annotation in feature_ablation.py (pytorch#1421)
Summary: Fix incorrect **kwargs annotation Differential Revision: D65001879
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Consolidate LLM attr logic (pytorch#1420)
Summary: Add base class BaseLLMAttribution to consolidate repeat logic between perturbation/gradient-based LLM attr classes Differential Revision: D65008854
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LLM offsets logic consolidate w/ checks and test case fix (pytorch#1422)
Summary: Consolidate offsets logic with extra checks to one function. May be used to later group data in gradient LLM attribution. Test case fixed as a result of checks. Differential Revision: D65010820
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