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feat: new torch-based docling models (#120)

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Signed-off-by: Maxim Lysak <mly@zurich.ibm.com>
Co-authored-by: Maxim Lysak <mly@zurich.ibm.com>
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Maxim Lysak
2024-10-03 18:42:33 +02:00
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parent 9ebbbc1245
commit 2422f706a1
30 changed files with 1159 additions and 1185 deletions
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tests/data/2305.03393v1-pg9.md
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@@ -9,9 +9,9 @@ Table 1. HPO performed in OTSL and HTML representation on the same transformer-b
|------------|------------|------------|-------------|-------------------|-------------|-------------|-------------|
| enc-layers | dec-layers | Language | simple | complex | all | (0.75) | time (secs) |
| 6 | 6 | OTSL HTML | 0.965 0.969 | 0.934 0.927 | 0.955 0.955 | 0.88 0.857 | 2.73 5.39 |
| 4 | 4 | OTSL HTML | 0.938 0.952 | 0.904 | 0.927 | 0.853 | 1.97 |
| | | OTSL HTML | 0.923 | 0.909 0.897 0.901 | 0.938 0.915 | 0.843 | 3.77 |
| 2 | 4 | | 0.945 | | 0.931 | 0.859 0.834 | 1.91 3.81 |
| 4 | 4 | OTSL HTML | 0.938 0.952 | 0.904 | 0.927 0.938 | 0.853 | 1.97 |
| | | HTML | 0.923 | 0.909 0.897 0.901 | 0.915 | 0.843 | 3.77 |
| 2 | 4 | OTSL | 0.945 | | 0.931 | 0.859 0.834 | 1.91 3.81 |
| 4 | 2 | OTSL HTML | 0.952 0.944 | 0.92 0.903 | 0.942 0.931 | 0.857 0.824 | 1.22 2 |
## 5.2 Quantitative Results