Instructions to use FiveC/TADA-checkpoints with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use FiveC/TADA-checkpoints with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("FiveC/TADA-checkpoints", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Record verified source cleanup requested by owner
Browse files- README.md +14 -10
- registry/checkpoint_index.json +6 -1
- registry/deletion_receipts.json +90 -0
README.md
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Selection is based on experiment identity, not score equality. Model-card scores come from validation/evaluation and are not verified test results from the paper.
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Separate test-evaluation code exists in the original notebooks. This archive does not claim a fresh reproduction of paper test results.
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Original files and model cards are preserved under `checkpoints/<source-repo-name>/` at pinned source revisions.
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Source cleanup status:
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| Source | Paper table | Direction | Case | Side | Card BLEU | Paper BLEU | Folder |
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| `FiveC/za_CN-zh_CN-switchout` (archived) | 11 | za-zh | SwitchOut | paired | 2.8777 | 1.77 | [checkpoints/za_CN-zh_CN-switchout](tree/main/checkpoints/za_CN-zh_CN-switchout) |
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| `FiveC/zh_CN-za_CN-switchout` (archived) | 11 | zh-za | SwitchOut | paired | 3.6739 | 3.25 | [checkpoints/zh_CN-za_CN-switchout](tree/main/checkpoints/zh_CN-za_CN-switchout) |
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| `FiveC/za-zh-synonyms` (archived) | 11 | za-zh | Synonym | paired | 2.3802 | 2.36 | [checkpoints/za-zh-synonyms](tree/main/checkpoints/za-zh-synonyms) |
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## Loading a checkpoint
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Use the language-code configuration and license in each original model card. This archive is public.
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The registry preserves file sizes, Git object IDs and LFS SHA-256 checksums for verification.
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Selection is based on experiment identity, not score equality. Model-card scores come from validation/evaluation and are not verified test results from the paper.
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Separate test-evaluation code exists in the original notebooks. This archive does not claim a fresh reproduction of paper test results.
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Original files and model cards are preserved under `checkpoints/<source-repo-name>/` at pinned source revisions.
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Source cleanup status: 135 source repositories removed at the owner's request after file/hash verification. Model-card validation scores and paper test scores are recorded separately.
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| Source | Paper table | Direction | Case | Side | Card BLEU | Paper BLEU | Folder |
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| `FiveC/za_CN-zh_CN-switchout` (archived) | 11 | za-zh | SwitchOut | paired | 2.8777 | 1.77 | [checkpoints/za_CN-zh_CN-switchout](tree/main/checkpoints/za_CN-zh_CN-switchout) |
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| `FiveC/zh_CN-za_CN-switchout` (archived) | 11 | zh-za | SwitchOut | paired | 3.6739 | 3.25 | [checkpoints/zh_CN-za_CN-switchout](tree/main/checkpoints/zh_CN-za_CN-switchout) |
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| `FiveC/za-zh-synonyms` (archived) | 11 | za-zh | Synonym | paired | 2.3802 | 2.36 | [checkpoints/za-zh-synonyms](tree/main/checkpoints/za-zh-synonyms) |
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| `FiveC/za-zh-theme` (archived) | 11 | za-zh | Theme | paired | 6.6442 | 6.67 | [checkpoints/za-zh-theme](tree/main/checkpoints/za-zh-theme) |
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| `FiveC/zh-za-theme` (archived) | 11 | zh-za | Theme | paired | 19.5320 | 19.30 | [checkpoints/zh-za-theme](tree/main/checkpoints/zh-za-theme) |
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| `FiveC/zh-za-synonyms` (archived) | 11 | zh-za | Synonym | paired | 18.8842 | 19.07 | [checkpoints/zh-za-synonyms](tree/main/checkpoints/zh-za-synonyms) |
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| `FiveC/za-zh-rs-za` (archived) | 11 | za-zh | EDA Swap | paired | 2.6285 | 2.83 | [checkpoints/za-zh-rs-za](tree/main/checkpoints/za-zh-rs-za) |
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| `FiveC/za-zh-rd-za` (archived) | 11 | za-zh | EDA Deletion | paired | 4.4145 | 4.09 | [checkpoints/za-zh-rd-za](tree/main/checkpoints/za-zh-rd-za) |
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| `FiveC/za-zh-ri-za` (archived) | 11 | za-zh | EDA Insertion | paired | 4.6252 | 4.64 | [checkpoints/za-zh-ri-za](tree/main/checkpoints/za-zh-ri-za) |
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| `FiveC/za_zh_sc` (archived) | 11 | za-zh | Sentence Concatenation | paired | 4.4405 | 4.48 | [checkpoints/za_zh_sc](tree/main/checkpoints/za_zh_sc) |
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| `FiveC/zh_za_sc` (archived) | 11 | zh-za | Sentence Concatenation | paired | 7.7132 | 7.56 | [checkpoints/zh_za_sc](tree/main/checkpoints/zh_za_sc) |
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| `FiveC/za-zh-tssr-za` (archived) | 11 | za-zh | TSSR | paired | 5.5321 | 5.51 | [checkpoints/za-zh-tssr-za](tree/main/checkpoints/za-zh-tssr-za) |
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## Loading a checkpoint
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Use the language-code configuration and license in each original model card. This archive is public.
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The registry preserves file sizes, Git object IDs and LFS SHA-256 checksums for verification.
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## Removed source repositories
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Original source URLs may no longer work. Use the checkpoint folders above. See `registry/deletion_receipts.json` for source revisions, archive revisions and deletion timestamps.
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