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[mieb] TIGER-Lab/VLM2Vec-Full torch.cat(): expected a non-empty list of Tensors #1457

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Muennighoff opened this issue Nov 14, 2024 · 2 comments
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mieb The image extension of MTEB

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@Muennighoff
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ERROR:mteb.evaluation.MTEB:Error while evaluating CVBenchCount: torch.cat(): expected a non-empty list of Tensors
Traceback (most recent call last):
  File "/data/niklas/mieb/mteb/scripts/run_mieb.py", line 91, in <module>
    results = evaluation.run(model, output_folder="/data/niklas/mieb/results-mieb-final", batch_size=32)
  File "/data/niklas/mieb/mteb/mteb/evaluation/MTEB.py", line 464, in run
    raise e
  File "/data/niklas/mieb/mteb/mteb/evaluation/MTEB.py", line 425, in run
    results, tick, tock = self._run_eval(
  File "/data/niklas/mieb/mteb/mteb/evaluation/MTEB.py", line 300, in _run_eval
    results = task.evaluate(
  File "/data/niklas/mieb/mteb/mteb/abstasks/AbsTask.py", line 126, in evaluate
    scores[hf_subset] = self._evaluate_subset(
  File "/data/niklas/mieb/mteb/mteb/abstasks/Image/AbsTaskAny2TextMultipleChoice.py", line 62, in _evaluate_subset
    scores = evaluator(model, encode_kwargs=encode_kwargs)
  File "/data/niklas/mieb/mteb/mteb/evaluation/evaluators/Image/Any2TextMultipleChoiceEvaluator.py", line 78, in __call__
    query_embeddings = model.get_fused_embeddings(
  File "/data/niklas/mieb/mteb/mteb/models/vlm2vec_models.py", line 276, in get_fused_embeddings
    fused_embeddings = torch.cat(all_fused_embeddings, dim=0)
RuntimeError: torch.cat(): expected a non-empty list of Tensors

@isaac-chung isaac-chung added the mieb The image extension of MTEB label Nov 15, 2024
@isaac-chung isaac-chung self-assigned this Nov 15, 2024
@isaac-chung
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Investigating.

@isaac-chung
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Closing this now. Feel free to reopen if the issue persists.

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