| --- |
| datasets: |
| - niltheory/ExistenceTypes |
| language: |
| - en |
| --- |
| |
| # Existence Analysis Model |
| ## Created for: Compendium Terminum, IP. |
|
|
| Iteration #1: |
| base distilBert used to train the model with a data training of 96. |
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| Iteration #2: |
| Increased the data training from 96 to 296. |
| Which greatly increased the accuracy scores, albeit there is some edge cases. |
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| Iteration #3: |
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|
| Switched from bert-base-uncased to bert-large-cased-whole-word-masking. |
| Which it has more contextual sensitivity and is slightly more accurate than Iteration #2. |
| It's overall more nuanced and sensitive. |
