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batch_inference_accuracy_regression
ai-agents-batch-inference-accu-qwen2-5-vl-7b-instruct-model-shows-25-relative-acc-8c6a24bd
IFQwen2.5-VL-7B-Instruct model shows ~25% relative accuracy drop on MMMU Literature benchmark when using transformers v4.54.0+ with batch_size >1.
THENSet batch_size=1 during evaluation to restore baseline accuracy. For production, use batch_size=1 until the underlying issue (likely 3D rope or FA2 varying length attention) is fixed in the transformers library.
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