readme: ---
  license: mit
  ---
  
  # T5-ANCE
  
  T5-ANCE generally follows the training procedure described in [this page](https://openmatch.readthedocs.io/en/latest/dr-msmarco-passage.html), but uses a much larger batch size.
  
  Dataset used for training:
  - MS MARCO Passage
  
  Evaluation result:
  
  |Dataset|Metric|Result|
  |---|---|---|
  |MS MARCO Passage (dev) | MRR@10 | 0.3570|
  
  Important hyper-parameters:
  
  |Name|Value|
  |---|---|
  |Global batch size|256|
  |Learning rate|5e-6|
  |Maximum length of query|32|
  |Maximum length of document|128|
  |Template for query|`<text>`|
  |Template for document|`Title: <title> Text: <text>`|
  
  ### Paper
  
  \-