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Enhance tests for Qwen2-MoE bridge to validate cache capturing of MoE…

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Checks on: pull_request 59

Compatibility Checks (3.10)

Compatibility Checks (3.11)

Compatibility Checks (3.12)

MPS Checks

Format Check

Type Check

Docstring Test

Full Code Coverage Test

Benchmark Tests

Notebook Checks (Attribution_Patching_Demo, false)

Notebook Checks (Activation_Patching_in_TL_Demo, false)

Notebook Checks (ARENA_Content, false)

Notebook Checks (BERT, false)

Notebook Checks (Bridge_Evals_Demo, false)

Notebook Checks (Exploratory_Analysis_Demo, false)

Notebook Checks (Head_Detector_Demo, false)

Notebook Checks (Main_Demo, false)

Notebook Checks (Othello_GPT, false)

Notebook Checks (Patchscopes_Generation_Demo, false)

Notebook Checks (Santa_Coder, false)

Notebook Checks (T5, false)

Notebook Checks (LLaMA, true)

Notebook Checks (LLaMA_GPU_Quantized, true)

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