[V1][VLM] Fix edge case bug for InternVL2 #11165
Merged
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When there's only one image in the batch, the
image_embeds
needs to be reshaped to[feature_size, hidden_size]
from[num_patches, feature_size_per_patch, hidden_size]
before getting unsqueezed.This was previously not observed during offline mode because the default
max_num_batched_tokens=8196
is always bigger than max image size of internVL2, but discovered when running online benchmark with the defaultmax_num_batched_tokens=2048
where chunked prefill is needed.