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Update README.md

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@@ -19,7 +19,7 @@ This model replicates the "DistilBERT (D)" model from Table 2 of the [DistilBERT
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  In this version, the following pre-trained models were used:
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  * Student: `distilbert-base-uncased`
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- * Teacher: `maroo93/squad1.1`## Intended uses & limitations
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  ## Training data
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@@ -32,15 +32,14 @@ squad = load_dataset('squad')
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  ## Training procedure
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-
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  ## Eval results
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- Exact Match | F1
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- -------|---------
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- 78.05 | 86.09
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-
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- The score was calculated using the `squad` metric from `datasets`.
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  ### BibTeX entry and citation info
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  In this version, the following pre-trained models were used:
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  * Student: `distilbert-base-uncased`
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+ * Teacher: `lewtun/bert-base-uncased-finetuned-squad-v1`
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  ## Training data
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  ## Training procedure
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  ## Eval results
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+ | | Exact Match | F1 |
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+ |------------------|-------------|------|
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+ | DistilBERT paper | 79.1 | 86.9 |
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+ | Ours | 78.4 | 86.5 |
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+ The scores were calculated using the `squad` metric from `datasets`.
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  ### BibTeX entry and citation info
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