End of training

README.md

@@ -21,11 +21,11 @@ should probably proofread and complete it, then remove this comment. -->
 
 This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) on an unknown dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.5175
-- Accuracy: 0.7411
-- F1: 0.7185
-- Precision: 0.7453
-- Recall: 0.7411
+- Loss: 0.5187
+- Accuracy: 0.7426
+- F1: 0.7199
+- Precision: 0.7477
+- Recall: 0.7426
 
 ## Model description
 
@@ -57,12 +57,12 @@ The following hyperparameters were used during training:
 
 | Training Loss | Epoch   | Step | Validation Loss | Accuracy | F1     | Precision | Recall |
 |:-------------:|:-------:|:----:|:---------------:|:--------:|:------:|:---------:|:------:|
-| 0.6343        | 7.6923  | 100  | 0.6178          | 0.6357   | 0.4941 | 0.4041    | 0.6357 |
-| 0.5914        | 15.3846 | 200  | 0.5627          | 0.7023   | 0.6619 | 0.7072    | 0.7023 |
-| 0.5579        | 23.0769 | 300  | 0.5462          | 0.7023   | 0.6461 | 0.7338    | 0.7023 |
-| 0.5586        | 30.7692 | 400  | 0.5254          | 0.7411   | 0.7356 | 0.7353    | 0.7411 |
-| 0.5636        | 38.4615 | 500  | 0.5181          | 0.7395   | 0.7298 | 0.7333    | 0.7395 |
-| 0.5444        | 46.1538 | 600  | 0.5206          | 0.7256   | 0.6948 | 0.7333    | 0.7256 |
+| 0.6359        | 7.6923  | 100  | 0.6229          | 0.6357   | 0.4941 | 0.4041    | 0.6357 |
+| 0.5953        | 15.3846 | 200  | 0.5654          | 0.7039   | 0.6698 | 0.7030    | 0.7039 |
+| 0.5605        | 23.0769 | 300  | 0.5510          | 0.6930   | 0.6297 | 0.7259    | 0.6930 |
+| 0.5578        | 30.7692 | 400  | 0.5273          | 0.7426   | 0.7384 | 0.7376    | 0.7426 |
+| 0.5635        | 38.4615 | 500  | 0.5198          | 0.7364   | 0.7257 | 0.7301    | 0.7364 |
+| 0.5443        | 46.1538 | 600  | 0.5214          | 0.7271   | 0.6978 | 0.7338    | 0.7271 |
 
 
 ### Framework versions

dev_predictions.csv

@@ -74,7 +74,7 @@ eng_95828e73dd9faf454aee9db6f85e1fc3,The Donald Trump mug shotDelta Democrat,0,0
 eng_98e04d8b50f45e3fbabac45a60b8025f,Get local GOP reps to defend these cuts!,0,0
 eng_dfc52467201338a18f9acce3bb56f437,"My second amendment is absolute, the Constitution says so",1,0
 eng_ed3b03ba033951fd0a0d8a37cec670c3,Gun Control doesnt exist btw,0,0
-eng_e90d6462aa756fc717af389f891c92e5,Ummm....I thought the maga position was antiimmigration? Is there an exception for tax exempt billionaire servitude?,1,0
+eng_e90d6462aa756fc717af389f891c92e5,Ummm....I thought the maga position was antiimmigration? Is there an exception for tax exempt billionaire servitude?,1,1
 eng_16cbddcc401e95095db3cad90164eaa0,Yep! Open borders High crime rates Inflation Food shortages,1,0
 eng_0ab3438d28f6e6185b2c75ea8d8a27fd,"Israels enemy isnt so much members of Hamas or any other terrorist organization as anyone who identifies as Palestinian, because the entire Palestinian national identity was forged in the 1948 Nakba and has reversing that Nakba ie destroying Israel as its one and only goal.",0,1
 eng_f05a1169c917fdaa1543124c96a54957,An immigration hating on immigrants,1,0
@@ -225,7 +225,7 @@ eng_9d06a5046b3b94e9b963472e8e07e5e0,YELLEN WILL ACT FURTHER IF RUSSIA FURTHERS
 eng_f6541383b86e645f364b46839ad4dd77,GOP to cohost August debate with Trump,0,0
 eng_b77871de3a595badd7e8af776cf3cda7,Former Michigan GOP spokesperson testifies fake elector,0,0
 eng_63bce3705d487f905c0b5a3eb09076d7,Evangelical christians are more dangerous to a stable jewish state than anyone else change my mind.,1,0
-eng_686e065677c29b9c0ac788feff5b3813,The xenophobia and social anxiety from it now are CRAZY,0,1
+eng_686e065677c29b9c0ac788feff5b3813,The xenophobia and social anxiety from it now are CRAZY,0,0
 eng_09c9a5b490f3cb4aca730b8178dad60b,All immigration is good remember?,0,0
 eng_77a20fece94dfac48ed3543d047a2171,Tim Scott blames Joe Biden for ongoing IsraelHamas,0,0
 eng_b9419b4a31d134433c0f9cf5fad58cf3,Wow that is a wild take but yeah it does seem like some people really got carried away with that leave vote. It makes u wonder if they even thought it through or not. Multiculturalism kinda seems like a solid plan for a better future.,0,1
@@ -490,7 +490,7 @@ eng_42184e940c07487a4cdb57779608f66e,"At Sunday Vigil, More Than 1000 Mourn Vict
 eng_790e19914ae0900675fc9d41747b4a37,3 Ohio Republicans accuse shared campaign treasurer,0,0
 eng_ba806b847681e0d2c4bf4d33402bdc66,Jews need atheistic multiculturalism in order to hide.,1,1
 eng_832834db02c46c5c8821f6b3986e714e,It was a coup attempt. Now its a coup attempt plus a coverup. They all need to be prosecuted.,1,1
-eng_ec4b28d58f77c63fea228f388c880bf4,Loser refugees. Got thrown around like paper,1,1
+eng_ec4b28d58f77c63fea228f388c880bf4,Loser refugees. Got thrown around like paper,1,0
 eng_526dcdfb8c73b37858829b33ff2ab9af,Israeli Shlichim bring a taste of Israel to Camp By the SeaJewish Community Voice,0,0
 eng_c7da6baafe6165ba2b21e92c882b6d96,My low stakes conspiracy theory is they theyve lost the source code for Bloodborne,0,0
 eng_05ed85c9fb3318c032a1913de7987594,Sanctions should mean sanctions and just not soft government statements.,0,0