Model save

README.md

@@ -18,10 +18,10 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [vgaraujov/bart-base-spanish](https://huggingface.co/vgaraujov/bart-base-spanish) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.0126
-- Bleu: 82.8676
-- Rouge: {'rouge1': 0.9437468226218229, 'rouge2': 0.8812697966521498, 'rougeL': 0.9395239597433869, 'rougeLsum': 0.939101609432879}
-- Ter: 8.4337
+- Loss: 0.0123
+- Bleu: 81.8551
+- Rouge: {'rouge1': 0.9422515866486456, 'rouge2': 0.8737405002405003, 'rougeL': 0.9363672046907345, 'rougeLsum': 0.9364728490463785}
+- Ter: 8.7118
 
 ## Model description
 
@@ -53,26 +53,26 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch | Step | Validation Loss | Bleu    | Rouge                                                                                                                       | Ter     |
 |:-------------:|:-----:|:----:|:---------------:|:-------:|:---------------------------------------------------------------------------------------------------------------------------:|:-------:|
-| 0.0352        | 1.0   | 225  | 0.0224          | 74.0878 | {'rouge1': 0.8854400386908132, 'rouge2': 0.7726343101343103, 'rougeL': 0.8736830578548853, 'rougeLsum': 0.8744477205800738} | 15.9407 |
-| 0.0196        | 2.0   | 450  | 0.0159          | 79.6691 | {'rouge1': 0.9234599418183012, 'rouge2': 0.8368382374705905, 'rougeL': 0.9192203787497907, 'rougeLsum': 0.9185888742607009} | 10.7507 |
-| 0.0112        | 3.0   | 675  | 0.0138          | 81.3904 | {'rouge1': 0.9371518247547659, 'rouge2': 0.8625052355052354, 'rougeL': 0.9321157099980629, 'rougeLsum': 0.93086695929343}   | 9.4532  |
-| 0.0112        | 4.0   | 900  | 0.0125          | 81.3953 | {'rouge1': 0.935352461264226, 'rouge2': 0.8614905187405189, 'rougeL': 0.9304695337342398, 'rougeLsum': 0.92971737984238}    | 9.0825  |
-| 0.0102        | 5.0   | 1125 | 0.0119          | 82.4227 | {'rouge1': 0.9450379695124278, 'rouge2': 0.8768333050391874, 'rougeL': 0.9407550114144541, 'rougeLsum': 0.9398356791127689} | 8.1557  |
-| 0.0055        | 6.0   | 1350 | 0.0117          | 81.7183 | {'rouge1': 0.9425647720013044, 'rouge2': 0.8721127260539027, 'rougeL': 0.9388823089964731, 'rougeLsum': 0.9378313199528371} | 8.2484  |
-| 0.0057        | 7.0   | 1575 | 0.0116          | 82.3002 | {'rouge1': 0.9473650402744831, 'rouge2': 0.8730025138260433, 'rougeL': 0.9436920319962114, 'rougeLsum': 0.9428945246360106} | 8.2484  |
-| 0.0061        | 8.0   | 1800 | 0.0124          | 83.8358 | {'rouge1': 0.9478620693891592, 'rouge2': 0.8797453913189207, 'rougeL': 0.9426933990502102, 'rougeLsum': 0.9426768525592056} | 7.7850  |
-| 0.0059        | 9.0   | 2025 | 0.0122          | 82.1350 | {'rouge1': 0.9426194010667697, 'rouge2': 0.8694679742915039, 'rougeL': 0.9378532039855569, 'rougeLsum': 0.9374395752166648} | 9.1752  |
-| 0.0049        | 10.0  | 2250 | 0.0120          | 81.1412 | {'rouge1': 0.9429826236714781, 'rouge2': 0.8710716021451317, 'rougeL': 0.9382917900812637, 'rougeLsum': 0.9375637288408187} | 8.8971  |
-| 0.0035        | 11.0  | 2475 | 0.0120          | 81.9737 | {'rouge1': 0.9475511025781922, 'rouge2': 0.8855785510785512, 'rougeL': 0.9443108339029394, 'rougeLsum': 0.9436322714093611} | 8.1557  |
-| 0.0034        | 12.0  | 2700 | 0.0118          | 83.0094 | {'rouge1': 0.9407159654930555, 'rouge2': 0.8766842395077692, 'rougeL': 0.9358921054865327, 'rougeLsum': 0.9348008267102692} | 8.6191  |
-| 0.0033        | 13.0  | 2925 | 0.0122          | 80.6100 | {'rouge1': 0.9358671377641969, 'rouge2': 0.8644661112308173, 'rougeL': 0.9305132606471618, 'rougeLsum': 0.9297473792547324} | 9.1752  |
-| 0.0026        | 14.0  | 3150 | 0.0121          | 82.3802 | {'rouge1': 0.9378005525176578, 'rouge2': 0.8672443259355025, 'rougeL': 0.9329334678049847, 'rougeLsum': 0.9321404927202139} | 8.8971  |
-| 0.0036        | 15.0  | 3375 | 0.0124          | 81.0244 | {'rouge1': 0.9357164094505428, 'rouge2': 0.8664948586272117, 'rougeL': 0.9308478566067575, 'rougeLsum': 0.9302164870732987} | 8.9898  |
-| 0.0031        | 16.0  | 3600 | 0.0126          | 81.0150 | {'rouge1': 0.9404629080499822, 'rouge2': 0.8720324522971583, 'rougeL': 0.9356927255750787, 'rougeLsum': 0.9345623053846737} | 8.9898  |
-| 0.0028        | 17.0  | 3825 | 0.0126          | 80.8287 | {'rouge1': 0.9411435870201352, 'rouge2': 0.8724553795877326, 'rougeL': 0.9359551340472394, 'rougeLsum': 0.9350289359763041} | 8.7118  |
-| 0.0036        | 18.0  | 4050 | 0.0125          | 81.6804 | {'rouge1': 0.9439651134469248, 'rouge2': 0.8776258833758834, 'rougeL': 0.9387663409002418, 'rougeLsum': 0.9383033053977328} | 8.7118  |
-| 0.0031        | 19.0  | 4275 | 0.0126          | 82.5361 | {'rouge1': 0.9431080888925318, 'rouge2': 0.8796675154910447, 'rougeL': 0.9389213173307603, 'rougeLsum': 0.9384271187189147} | 8.5264  |
-| 0.0024        | 20.0  | 4500 | 0.0126          | 82.8676 | {'rouge1': 0.9437468226218229, 'rouge2': 0.8812697966521498, 'rougeL': 0.9395239597433869, 'rougeLsum': 0.939101609432879}  | 8.4337  |
+| 0.0324        | 1.0   | 225  | 0.0225          | 72.7749 | {'rouge1': 0.8830902523402526, 'rouge2': 0.7709874297815476, 'rougeL': 0.8694410309905668, 'rougeLsum': 0.869743878469885}  | 16.4968 |
+| 0.0187        | 2.0   | 450  | 0.0155          | 81.9344 | {'rouge1': 0.9237037532184591, 'rouge2': 0.8457443112443113, 'rougeL': 0.9173110054433588, 'rougeLsum': 0.9176172563819627} | 10.2873 |
+| 0.0109        | 3.0   | 675  | 0.0142          | 79.3413 | {'rouge1': 0.9307991409462, 'rouge2': 0.8545628630628632, 'rougeL': 0.9241576974224035, 'rougeLsum': 0.9239856347356347}    | 10.8434 |
+| 0.0099        | 4.0   | 900  | 0.0123          | 82.4245 | {'rouge1': 0.9380482866806397, 'rouge2': 0.8707410459910461, 'rougeL': 0.9337147808618397, 'rougeLsum': 0.9338772787669846} | 8.9898  |
+| 0.0115        | 5.0   | 1125 | 0.0117          | 80.3604 | {'rouge1': 0.9482994702665755, 'rouge2': 0.8712202111613877, 'rougeL': 0.942820963393332, 'rougeLsum': 0.942393967315794}   | 8.6191  |
+| 0.0056        | 6.0   | 1350 | 0.0117          | 83.0304 | {'rouge1': 0.9462984866440752, 'rouge2': 0.8715856458356457, 'rougeL': 0.9409380815263171, 'rougeLsum': 0.9412039578068991} | 8.4337  |
+| 0.0059        | 7.0   | 1575 | 0.0119          | 83.0528 | {'rouge1': 0.9496951399993196, 'rouge2': 0.8794314791961855, 'rougeL': 0.9442460554581298, 'rougeLsum': 0.9445281533052429} | 8.1557  |
+| 0.0055        | 8.0   | 1800 | 0.0119          | 82.0772 | {'rouge1': 0.9461830571389397, 'rouge2': 0.8765663040663043, 'rougeL': 0.9411501096942276, 'rougeLsum': 0.9412948766919356} | 8.9898  |
+| 0.0045        | 9.0   | 2025 | 0.0124          | 81.5960 | {'rouge1': 0.9417869646693177, 'rouge2': 0.8676474946622006, 'rougeL': 0.935177818769924, 'rougeLsum': 0.9352072609193355}  | 8.8044  |
+| 0.0046        | 10.0  | 2250 | 0.0123          | 80.3279 | {'rouge1': 0.9406776813371245, 'rouge2': 0.8716705772441067, 'rougeL': 0.9355530020947977, 'rougeLsum': 0.9350984560102209} | 8.9898  |
+| 0.0041        | 11.0  | 2475 | 0.0118          | 81.1506 | {'rouge1': 0.9449248578219166, 'rouge2': 0.8736089204912735, 'rougeL': 0.9394655745870917, 'rougeLsum': 0.9396245046663005} | 8.7118  |
+| 0.004         | 12.0  | 2700 | 0.0121          | 82.4137 | {'rouge1': 0.9479337149778327, 'rouge2': 0.8761151903651905, 'rougeL': 0.9422136735813209, 'rougeLsum': 0.9425275606746195} | 8.1557  |
+| 0.0035        | 13.0  | 2925 | 0.0121          | 81.4307 | {'rouge1': 0.9436979997127055, 'rouge2': 0.8760786305198072, 'rougeL': 0.9377141821886406, 'rougeLsum': 0.9378051091495366} | 8.5264  |
+| 0.0034        | 14.0  | 3150 | 0.0118          | 81.7553 | {'rouge1': 0.9440729475203159, 'rouge2': 0.8736759498671265, 'rougeL': 0.9381740514387574, 'rougeLsum': 0.9378773147217421} | 8.9898  |
+| 0.0037        | 15.0  | 3375 | 0.0121          | 81.6178 | {'rouge1': 0.9456137800108388, 'rouge2': 0.873859483109483, 'rougeL': 0.9394098205715855, 'rougeLsum': 0.9399457127839486}  | 8.7118  |
+| 0.0028        | 16.0  | 3600 | 0.0122          | 81.1136 | {'rouge1': 0.9433953611747732, 'rouge2': 0.8706926129426129, 'rougeL': 0.9381087131822429, 'rougeLsum': 0.9380460381122143} | 8.8971  |
+| 0.0029        | 17.0  | 3825 | 0.0123          | 81.8608 | {'rouge1': 0.941960338680927, 'rouge2': 0.8727757427757428, 'rougeL': 0.9359009315847551, 'rougeLsum': 0.936447181903064}   | 8.8044  |
+| 0.0029        | 18.0  | 4050 | 0.0123          | 81.6538 | {'rouge1': 0.9453945182784191, 'rouge2': 0.8744925183748715, 'rougeL': 0.9399012401856829, 'rougeLsum': 0.9405087715002577} | 8.6191  |
+| 0.0027        | 19.0  | 4275 | 0.0123          | 81.9450 | {'rouge1': 0.9431345337668868, 'rouge2': 0.8752672512672515, 'rougeL': 0.937374804117451, 'rougeLsum': 0.937653051197169}   | 8.6191  |
+| 0.0026        | 20.0  | 4500 | 0.0123          | 81.8551 | {'rouge1': 0.9422515866486456, 'rouge2': 0.8737405002405003, 'rougeL': 0.9363672046907345, 'rougeLsum': 0.9364728490463785} | 8.7118  |
 
 
 ### Framework versions