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
Index verified TADA checkpoints
Browse files- README.md +9 -9
- registry/checkpoint_index.json +9 -9
README.md
CHANGED
|
@@ -13,12 +13,12 @@ No source repository has been deleted. Model-card evaluation scores and paper te
|
|
| 13 |
|
| 14 |
| Source | Paper table | Direction | Case | Side | Card BLEU | Paper BLEU | Folder |
|
| 15 |
| --- | --- | --- | --- | --- | --- | --- | --- |
|
| 16 |
-
| [FiveC/ViTay-SR](https://huggingface.co/FiveC/ViTay-SR) | 1 | vi-tay | EDA Synonym |
|
| 17 |
-
| [FiveC/ViTay-SwitchOut](https://huggingface.co/FiveC/ViTay-SwitchOut) | 1 | vi-tay | SwitchOut |
|
| 18 |
-
| [FiveC/ViTay-RS](https://huggingface.co/FiveC/ViTay-RS) | 1 | vi-tay | EDA Swap |
|
| 19 |
-
| [FiveC/ViTay-RI](https://huggingface.co/FiveC/ViTay-RI) | 1 | vi-tay | EDA Insertion |
|
| 20 |
-
| [FiveC/ViTay-Sentence-Concatenation](https://huggingface.co/FiveC/ViTay-Sentence-Concatenation) | 1 | vi-tay | Sentence Concatenation |
|
| 21 |
-
| [FiveC/BartTayFinal-Sentence-Concatenation](https://huggingface.co/FiveC/BartTayFinal-Sentence-Concatenation) | 1 | tay-vi | Sentence Concatenation |
|
| 22 |
| [FiveC/BartTayFinal-combine-tay](https://huggingface.co/FiveC/BartTayFinal-combine-tay) | 5 | tay-vi | Combine | source | 20.3274 | 20.33 | [checkpoints/BartTayFinal-combine-tay](tree/main/checkpoints/BartTayFinal-combine-tay) |
|
| 23 |
| [FiveC/ViTay-delete-original-viet](https://huggingface.co/FiveC/ViTay-delete-original-viet) | 5 | vi-tay | Deletion + Original | source | 18.5125 | 18.51 | [checkpoints/ViTay-delete-original-viet](tree/main/checkpoints/ViTay-delete-original-viet) |
|
| 24 |
| [FiveC/BartTay-Delete-Original-vi-only](https://huggingface.co/FiveC/BartTay-Delete-Original-vi-only) | 5 | tay-vi | Deletion + Original | target | 22.3547 | 22.35 | [checkpoints/BartTay-Delete-Original-vi-only](tree/main/checkpoints/BartTay-Delete-Original-vi-only) |
|
|
@@ -30,9 +30,9 @@ No source repository has been deleted. Model-card evaluation scores and paper te
|
|
| 30 |
| [FiveC/freeze-viet-tay-synonym](https://huggingface.co/FiveC/freeze-viet-tay-synonym) | 8 | vi-tay | Synonym | frozen_encoder | 12.7523 | 12.75 | [checkpoints/freeze-viet-tay-synonym](tree/main/checkpoints/freeze-viet-tay-synonym) |
|
| 31 |
| [FiveC/freeze-viet-tay-combine](https://huggingface.co/FiveC/freeze-viet-tay-combine) | 8 | vi-tay | Combine | frozen_encoder | 14.0257 | 14.03 | [checkpoints/freeze-viet-tay-combine](tree/main/checkpoints/freeze-viet-tay-combine) |
|
| 32 |
| [FiveC/freeze-viet-tay-delete-original](https://huggingface.co/FiveC/freeze-viet-tay-delete-original) | 8 | vi-tay | Deletion + Original | frozen_encoder | 14.7686 | 14.77 | [checkpoints/freeze-viet-tay-delete-original](tree/main/checkpoints/freeze-viet-tay-delete-original) |
|
| 33 |
-
| [FiveC/bartpho-Tay](https://huggingface.co/FiveC/bartpho-Tay) | 6 | tay-vi | BARTPho two-stage |
|
| 34 |
-
| [FiveC/MBart50-bahnar](https://huggingface.co/FiveC/MBart50-bahnar) | 6 | bahnar-vi | mBART |
|
| 35 |
-
| [FiveC/MBart50-tay](https://huggingface.co/FiveC/MBart50-tay) | 6 | tay-vi | mBART |
|
| 36 |
|
| 37 |
## Loading a checkpoint
|
| 38 |
|
|
|
|
| 13 |
|
| 14 |
| Source | Paper table | Direction | Case | Side | Card BLEU | Paper BLEU | Folder |
|
| 15 |
| --- | --- | --- | --- | --- | --- | --- | --- |
|
| 16 |
+
| [FiveC/ViTay-SR](https://huggingface.co/FiveC/ViTay-SR) | 1 | vi-tay | EDA Synonym | external_baseline | 19.2023 | 19.20 | [checkpoints/ViTay-SR](tree/main/checkpoints/ViTay-SR) |
|
| 17 |
+
| [FiveC/ViTay-SwitchOut](https://huggingface.co/FiveC/ViTay-SwitchOut) | 1 | vi-tay | SwitchOut | external_baseline | 22.1613 | 22.16 | [checkpoints/ViTay-SwitchOut](tree/main/checkpoints/ViTay-SwitchOut) |
|
| 18 |
+
| [FiveC/ViTay-RS](https://huggingface.co/FiveC/ViTay-RS) | 1 | vi-tay | EDA Swap | external_baseline | 18.6020 | 18.60 | [checkpoints/ViTay-RS](tree/main/checkpoints/ViTay-RS) |
|
| 19 |
+
| [FiveC/ViTay-RI](https://huggingface.co/FiveC/ViTay-RI) | 1 | vi-tay | EDA Insertion | external_baseline | 18.3148 | 18.31 | [checkpoints/ViTay-RI](tree/main/checkpoints/ViTay-RI) |
|
| 20 |
+
| [FiveC/ViTay-Sentence-Concatenation](https://huggingface.co/FiveC/ViTay-Sentence-Concatenation) | 1 | vi-tay | Sentence Concatenation | external_baseline | 15.9294 | 15.93 | [checkpoints/ViTay-Sentence-Concatenation](tree/main/checkpoints/ViTay-Sentence-Concatenation) |
|
| 21 |
+
| [FiveC/BartTayFinal-Sentence-Concatenation](https://huggingface.co/FiveC/BartTayFinal-Sentence-Concatenation) | 1 | tay-vi | Sentence Concatenation | external_baseline | 18.9419 | 18.94 | [checkpoints/BartTayFinal-Sentence-Concatenation](tree/main/checkpoints/BartTayFinal-Sentence-Concatenation) |
|
| 22 |
| [FiveC/BartTayFinal-combine-tay](https://huggingface.co/FiveC/BartTayFinal-combine-tay) | 5 | tay-vi | Combine | source | 20.3274 | 20.33 | [checkpoints/BartTayFinal-combine-tay](tree/main/checkpoints/BartTayFinal-combine-tay) |
|
| 23 |
| [FiveC/ViTay-delete-original-viet](https://huggingface.co/FiveC/ViTay-delete-original-viet) | 5 | vi-tay | Deletion + Original | source | 18.5125 | 18.51 | [checkpoints/ViTay-delete-original-viet](tree/main/checkpoints/ViTay-delete-original-viet) |
|
| 24 |
| [FiveC/BartTay-Delete-Original-vi-only](https://huggingface.co/FiveC/BartTay-Delete-Original-vi-only) | 5 | tay-vi | Deletion + Original | target | 22.3547 | 22.35 | [checkpoints/BartTay-Delete-Original-vi-only](tree/main/checkpoints/BartTay-Delete-Original-vi-only) |
|
|
|
|
| 30 |
| [FiveC/freeze-viet-tay-synonym](https://huggingface.co/FiveC/freeze-viet-tay-synonym) | 8 | vi-tay | Synonym | frozen_encoder | 12.7523 | 12.75 | [checkpoints/freeze-viet-tay-synonym](tree/main/checkpoints/freeze-viet-tay-synonym) |
|
| 31 |
| [FiveC/freeze-viet-tay-combine](https://huggingface.co/FiveC/freeze-viet-tay-combine) | 8 | vi-tay | Combine | frozen_encoder | 14.0257 | 14.03 | [checkpoints/freeze-viet-tay-combine](tree/main/checkpoints/freeze-viet-tay-combine) |
|
| 32 |
| [FiveC/freeze-viet-tay-delete-original](https://huggingface.co/FiveC/freeze-viet-tay-delete-original) | 8 | vi-tay | Deletion + Original | frozen_encoder | 14.7686 | 14.77 | [checkpoints/freeze-viet-tay-delete-original](tree/main/checkpoints/freeze-viet-tay-delete-original) |
|
| 33 |
+
| [FiveC/bartpho-Tay](https://huggingface.co/FiveC/bartpho-Tay) | 6 | tay-vi | BARTPho two-stage | not_augmented | 13.9076 | 13.91 | [checkpoints/bartpho-Tay](tree/main/checkpoints/bartpho-Tay) |
|
| 34 |
+
| [FiveC/MBart50-bahnar](https://huggingface.co/FiveC/MBart50-bahnar) | 6 | bahnar-vi | mBART | not_augmented | 3.0610 | 3.06 | [checkpoints/MBart50-bahnar](tree/main/checkpoints/MBart50-bahnar) |
|
| 35 |
+
| [FiveC/MBart50-tay](https://huggingface.co/FiveC/MBart50-tay) | 6 | tay-vi | mBART | not_augmented | 11.9480 | 11.95 | [checkpoints/MBart50-tay](tree/main/checkpoints/MBart50-tay) |
|
| 36 |
|
| 37 |
## Loading a checkpoint
|
| 38 |
|
registry/checkpoint_index.json
CHANGED
|
@@ -15,7 +15,7 @@
|
|
| 15 |
"table": 1,
|
| 16 |
"direction": "vi-tay",
|
| 17 |
"method": "EDA Synonym",
|
| 18 |
-
"side": "
|
| 19 |
"paper_bleu": 19.2,
|
| 20 |
"paper_chrfpp": 33.21
|
| 21 |
},
|
|
@@ -99,7 +99,7 @@
|
|
| 99 |
"table": 1,
|
| 100 |
"direction": "vi-tay",
|
| 101 |
"method": "SwitchOut",
|
| 102 |
-
"side": "
|
| 103 |
"paper_bleu": 22.16,
|
| 104 |
"paper_chrfpp": 36.15
|
| 105 |
},
|
|
@@ -183,7 +183,7 @@
|
|
| 183 |
"table": 1,
|
| 184 |
"direction": "vi-tay",
|
| 185 |
"method": "EDA Swap",
|
| 186 |
-
"side": "
|
| 187 |
"paper_bleu": 18.6,
|
| 188 |
"paper_chrfpp": 33.04
|
| 189 |
},
|
|
@@ -267,7 +267,7 @@
|
|
| 267 |
"table": 1,
|
| 268 |
"direction": "vi-tay",
|
| 269 |
"method": "EDA Insertion",
|
| 270 |
-
"side": "
|
| 271 |
"paper_bleu": 18.31,
|
| 272 |
"paper_chrfpp": 32.08
|
| 273 |
},
|
|
@@ -351,7 +351,7 @@
|
|
| 351 |
"table": 1,
|
| 352 |
"direction": "vi-tay",
|
| 353 |
"method": "Sentence Concatenation",
|
| 354 |
-
"side": "
|
| 355 |
"paper_bleu": 15.93,
|
| 356 |
"paper_chrfpp": 31.77
|
| 357 |
},
|
|
@@ -441,7 +441,7 @@
|
|
| 441 |
"table": 1,
|
| 442 |
"direction": "tay-vi",
|
| 443 |
"method": "Sentence Concatenation",
|
| 444 |
-
"side": "
|
| 445 |
"paper_bleu": 18.94,
|
| 446 |
"paper_chrfpp": 32.32
|
| 447 |
},
|
|
@@ -1455,7 +1455,7 @@
|
|
| 1455 |
"table": 6,
|
| 1456 |
"direction": "tay-vi",
|
| 1457 |
"method": "BARTPho two-stage",
|
| 1458 |
-
"side": "
|
| 1459 |
"paper_bleu": 13.91,
|
| 1460 |
"paper_chrfpp": 24.97
|
| 1461 |
},
|
|
@@ -1539,7 +1539,7 @@
|
|
| 1539 |
"table": 6,
|
| 1540 |
"direction": "bahnar-vi",
|
| 1541 |
"method": "mBART",
|
| 1542 |
-
"side": "
|
| 1543 |
"paper_bleu": 3.06,
|
| 1544 |
"paper_chrfpp": 13.8
|
| 1545 |
},
|
|
@@ -1623,7 +1623,7 @@
|
|
| 1623 |
"table": 6,
|
| 1624 |
"direction": "tay-vi",
|
| 1625 |
"method": "mBART",
|
| 1626 |
-
"side": "
|
| 1627 |
"paper_bleu": 11.95,
|
| 1628 |
"paper_chrfpp": 20.27
|
| 1629 |
},
|
|
|
|
| 15 |
"table": 1,
|
| 16 |
"direction": "vi-tay",
|
| 17 |
"method": "EDA Synonym",
|
| 18 |
+
"side": "external_baseline",
|
| 19 |
"paper_bleu": 19.2,
|
| 20 |
"paper_chrfpp": 33.21
|
| 21 |
},
|
|
|
|
| 99 |
"table": 1,
|
| 100 |
"direction": "vi-tay",
|
| 101 |
"method": "SwitchOut",
|
| 102 |
+
"side": "external_baseline",
|
| 103 |
"paper_bleu": 22.16,
|
| 104 |
"paper_chrfpp": 36.15
|
| 105 |
},
|
|
|
|
| 183 |
"table": 1,
|
| 184 |
"direction": "vi-tay",
|
| 185 |
"method": "EDA Swap",
|
| 186 |
+
"side": "external_baseline",
|
| 187 |
"paper_bleu": 18.6,
|
| 188 |
"paper_chrfpp": 33.04
|
| 189 |
},
|
|
|
|
| 267 |
"table": 1,
|
| 268 |
"direction": "vi-tay",
|
| 269 |
"method": "EDA Insertion",
|
| 270 |
+
"side": "external_baseline",
|
| 271 |
"paper_bleu": 18.31,
|
| 272 |
"paper_chrfpp": 32.08
|
| 273 |
},
|
|
|
|
| 351 |
"table": 1,
|
| 352 |
"direction": "vi-tay",
|
| 353 |
"method": "Sentence Concatenation",
|
| 354 |
+
"side": "external_baseline",
|
| 355 |
"paper_bleu": 15.93,
|
| 356 |
"paper_chrfpp": 31.77
|
| 357 |
},
|
|
|
|
| 441 |
"table": 1,
|
| 442 |
"direction": "tay-vi",
|
| 443 |
"method": "Sentence Concatenation",
|
| 444 |
+
"side": "external_baseline",
|
| 445 |
"paper_bleu": 18.94,
|
| 446 |
"paper_chrfpp": 32.32
|
| 447 |
},
|
|
|
|
| 1455 |
"table": 6,
|
| 1456 |
"direction": "tay-vi",
|
| 1457 |
"method": "BARTPho two-stage",
|
| 1458 |
+
"side": "not_augmented",
|
| 1459 |
"paper_bleu": 13.91,
|
| 1460 |
"paper_chrfpp": 24.97
|
| 1461 |
},
|
|
|
|
| 1539 |
"table": 6,
|
| 1540 |
"direction": "bahnar-vi",
|
| 1541 |
"method": "mBART",
|
| 1542 |
+
"side": "not_augmented",
|
| 1543 |
"paper_bleu": 3.06,
|
| 1544 |
"paper_chrfpp": 13.8
|
| 1545 |
},
|
|
|
|
| 1623 |
"table": 6,
|
| 1624 |
"direction": "tay-vi",
|
| 1625 |
"method": "mBART",
|
| 1626 |
+
"side": "not_augmented",
|
| 1627 |
"paper_bleu": 11.95,
|
| 1628 |
"paper_chrfpp": 20.27
|
| 1629 |
},
|