Update README.md
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README.md
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@@ -72,4 +72,34 @@ val_size: 0.01
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per_device_eval_batch_size: 1
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eval_strategy: steps
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eval_steps: 1000
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per_device_eval_batch_size: 1
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eval_strategy: steps
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eval_steps: 1000
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```
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### BAdam training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:-----:|:---------------:|
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| 0.2748 | 0.0617 | 1000 | 0.2788 |
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| 0.2786 | 0.1234 | 2000 | 0.2503 |
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| 0.18 | 0.1850 | 3000 | 0.2144 |
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| 0.2015 | 0.2467 | 4000 | 0.1926 |
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| 0.2044 | 0.3084 | 5000 | 0.1777 |
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| 0.142 | 0.3701 | 6000 | 0.1661 |
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| 0.1813 | 0.4317 | 7000 | 0.1570 |
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| 0.1413 | 0.4934 | 8000 | 0.1529 |
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| 0.1805 | 0.5551 | 9000 | 0.1462 |
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| 0.1431 | 0.6168 | 10000 | 0.1410 |
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| 0.1693 | 0.6784 | 11000 | 0.1375 |
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| 0.1291 | 0.7401 | 12000 | 0.1357 |
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| 0.1501 | 0.8018 | 13000 | 0.1348 |
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| 0.1521 | 0.8635 | 14000 | 0.1345 |
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| 0.1279 | 0.9251 | 15000 | 0.1346 |
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| 0.1351 | 0.9868 | 16000 | 0.1344 |
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### GSM8K results
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|Tasks|Version| Filter |n-shot| Metric |Value | |Stderr|
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|-----|------:|----------------|-----:|-----------|-----:|---|-----:|
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|gsm8k| 3|strict-match | 5|exact_match|0.2691|± |0.0122|
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| | |flexible-extract| 5|exact_match|0.2752|± |0.0123|
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It matches the chat trained model from h2o.
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