ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task1_organization

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8189
• Qwk: 0.5812
• Mse: 0.8189
• Rmse: 0.9049

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0444	2	5.4172	-0.0412	5.4172	2.3275
No log	0.0889	4	3.1651	0.0684	3.1651	1.7791
No log	0.1333	6	2.0290	0.0216	2.0290	1.4244
No log	0.1778	8	1.4457	0.0999	1.4457	1.2024
No log	0.2222	10	1.1117	0.2577	1.1117	1.0543
No log	0.2667	12	1.1492	0.3111	1.1492	1.0720
No log	0.3111	14	1.5161	0.0774	1.5161	1.2313
No log	0.3556	16	1.2863	0.2522	1.2863	1.1342
No log	0.4	18	1.1198	0.2565	1.1198	1.0582
No log	0.4444	20	1.1038	0.2080	1.1038	1.0506
No log	0.4889	22	1.0628	0.2456	1.0628	1.0309
No log	0.5333	24	1.0660	0.3594	1.0660	1.0324
No log	0.5778	26	1.1470	0.3454	1.1470	1.0710
No log	0.6222	28	1.1888	0.3100	1.1888	1.0903
No log	0.6667	30	1.2581	0.2624	1.2581	1.1216
No log	0.7111	32	1.2436	0.3511	1.2436	1.1152
No log	0.7556	34	0.9444	0.4521	0.9444	0.9718
No log	0.8	36	0.8598	0.4785	0.8598	0.9272
No log	0.8444	38	0.7678	0.5139	0.7678	0.8762
No log	0.8889	40	0.7735	0.5415	0.7735	0.8795
No log	0.9333	42	0.7170	0.5842	0.7170	0.8467
No log	0.9778	44	0.8723	0.4772	0.8723	0.9340
No log	1.0222	46	1.2334	0.4376	1.2334	1.1106
No log	1.0667	48	1.0696	0.5261	1.0696	1.0342
No log	1.1111	50	0.7559	0.5968	0.7559	0.8694
No log	1.1556	52	0.6615	0.6619	0.6615	0.8133
No log	1.2	54	0.6856	0.6807	0.6856	0.8280
No log	1.2444	56	1.0062	0.5691	1.0062	1.0031
No log	1.2889	58	1.2368	0.4797	1.2368	1.1121
No log	1.3333	60	1.1226	0.5293	1.1226	1.0595
No log	1.3778	62	0.7842	0.6673	0.7842	0.8855
No log	1.4222	64	0.7084	0.6521	0.7084	0.8417
No log	1.4667	66	0.7128	0.6720	0.7128	0.8443
No log	1.5111	68	0.6882	0.6687	0.6882	0.8296
No log	1.5556	70	0.7116	0.6734	0.7116	0.8436
No log	1.6	72	0.7581	0.6006	0.7581	0.8707
No log	1.6444	74	0.8380	0.5640	0.8380	0.9154
No log	1.6889	76	0.8287	0.5640	0.8287	0.9103
No log	1.7333	78	0.7938	0.6003	0.7938	0.8910
No log	1.7778	80	0.7174	0.6367	0.7174	0.8470
No log	1.8222	82	0.6808	0.6373	0.6808	0.8251
No log	1.8667	84	0.6561	0.6704	0.6561	0.8100
No log	1.9111	86	0.7478	0.5979	0.7478	0.8647
No log	1.9556	88	0.8504	0.6140	0.8504	0.9222
No log	2.0	90	0.7364	0.6645	0.7364	0.8582
No log	2.0444	92	0.6821	0.6593	0.6821	0.8259
No log	2.0889	94	0.6943	0.6564	0.6943	0.8332
No log	2.1333	96	0.7068	0.6828	0.7068	0.8407
No log	2.1778	98	0.8110	0.6675	0.8110	0.9006
No log	2.2222	100	0.8919	0.6391	0.8919	0.9444
No log	2.2667	102	0.8743	0.6468	0.8743	0.9350
No log	2.3111	104	0.7538	0.6698	0.7538	0.8682
No log	2.3556	106	0.8218	0.6795	0.8218	0.9065
No log	2.4	108	0.8212	0.6658	0.8212	0.9062
No log	2.4444	110	0.7951	0.6456	0.7951	0.8917
No log	2.4889	112	0.7934	0.6426	0.7934	0.8907
No log	2.5333	114	0.8283	0.6296	0.8283	0.9101
No log	2.5778	116	1.0788	0.5198	1.0788	1.0386
No log	2.6222	118	1.0653	0.5467	1.0653	1.0322
No log	2.6667	120	0.8094	0.6344	0.8094	0.8997
No log	2.7111	122	0.8127	0.6279	0.8127	0.9015
No log	2.7556	124	0.7613	0.6375	0.7613	0.8725
No log	2.8	126	0.7205	0.6805	0.7205	0.8488
No log	2.8444	128	0.9745	0.5926	0.9745	0.9871
No log	2.8889	130	1.0605	0.5793	1.0605	1.0298
No log	2.9333	132	0.8109	0.6791	0.8109	0.9005
No log	2.9778	134	0.6982	0.7368	0.6982	0.8356
No log	3.0222	136	0.6564	0.7186	0.6564	0.8102
No log	3.0667	138	0.6414	0.6951	0.6414	0.8009
No log	3.1111	140	0.6738	0.6828	0.6738	0.8209
No log	3.1556	142	0.7765	0.6038	0.7765	0.8812
No log	3.2	144	0.7748	0.5844	0.7748	0.8803
No log	3.2444	146	0.7592	0.5901	0.7592	0.8713
No log	3.2889	148	0.6367	0.6327	0.6367	0.7979
No log	3.3333	150	0.6418	0.6517	0.6418	0.8011
No log	3.3778	152	0.7528	0.6626	0.7528	0.8676
No log	3.4222	154	0.6849	0.6915	0.6849	0.8276
No log	3.4667	156	0.6021	0.7389	0.6021	0.7760
No log	3.5111	158	0.6599	0.7189	0.6599	0.8123
No log	3.5556	160	0.6452	0.7076	0.6452	0.8033
No log	3.6	162	0.6181	0.7083	0.6181	0.7862
No log	3.6444	164	0.6795	0.6605	0.6795	0.8243
No log	3.6889	166	0.6344	0.7029	0.6344	0.7965
No log	3.7333	168	0.6457	0.7321	0.6457	0.8035
No log	3.7778	170	0.6528	0.7281	0.6528	0.8080
No log	3.8222	172	0.6816	0.7218	0.6816	0.8256
No log	3.8667	174	0.7202	0.7098	0.7202	0.8487
No log	3.9111	176	0.6922	0.7109	0.6922	0.8320
No log	3.9556	178	0.6981	0.7046	0.6981	0.8355
No log	4.0	180	0.6983	0.7078	0.6983	0.8356
No log	4.0444	182	0.7018	0.6983	0.7018	0.8377
No log	4.0889	184	0.6821	0.6950	0.6821	0.8259
No log	4.1333	186	0.7700	0.6065	0.7700	0.8775
No log	4.1778	188	0.9937	0.5729	0.9937	0.9968
No log	4.2222	190	0.9006	0.5729	0.9006	0.9490
No log	4.2667	192	0.6987	0.6958	0.6987	0.8359
No log	4.3111	194	0.6803	0.7034	0.6803	0.8248
No log	4.3556	196	0.6707	0.7335	0.6707	0.8190
No log	4.4	198	0.6719	0.7365	0.6719	0.8197
No log	4.4444	200	0.6929	0.7182	0.6929	0.8324
No log	4.4889	202	0.7057	0.7466	0.7057	0.8400
No log	4.5333	204	0.6912	0.7289	0.6912	0.8314
No log	4.5778	206	0.6712	0.7275	0.6712	0.8193
No log	4.6222	208	0.7096	0.6852	0.7096	0.8424
No log	4.6667	210	0.7460	0.6500	0.7460	0.8637
No log	4.7111	212	0.6657	0.6703	0.6657	0.8159
No log	4.7556	214	0.6100	0.7323	0.6100	0.7810
No log	4.8	216	0.6424	0.6722	0.6424	0.8015
No log	4.8444	218	0.6292	0.6704	0.6292	0.7932
No log	4.8889	220	0.6223	0.6882	0.6223	0.7889
No log	4.9333	222	0.6735	0.6832	0.6735	0.8207
No log	4.9778	224	0.6938	0.6866	0.6938	0.8330
No log	5.0222	226	0.6854	0.7131	0.6854	0.8279
No log	5.0667	228	0.6286	0.7051	0.6286	0.7929
No log	5.1111	230	0.6318	0.7087	0.6318	0.7949
No log	5.1556	232	0.6354	0.7074	0.6354	0.7971
No log	5.2	234	0.6552	0.7067	0.6552	0.8094
No log	5.2444	236	0.6468	0.7354	0.6468	0.8042
No log	5.2889	238	0.7014	0.6885	0.7014	0.8375
No log	5.3333	240	0.7238	0.6702	0.7238	0.8508
No log	5.3778	242	0.7230	0.6702	0.7230	0.8503
No log	5.4222	244	0.7178	0.6878	0.7178	0.8472
No log	5.4667	246	0.7886	0.6443	0.7886	0.8880
No log	5.5111	248	0.8379	0.6439	0.8379	0.9154
No log	5.5556	250	0.7812	0.6453	0.7812	0.8839
No log	5.6	252	0.7498	0.6218	0.7498	0.8659
No log	5.6444	254	0.7325	0.6072	0.7325	0.8559
No log	5.6889	256	0.7462	0.6347	0.7462	0.8638
No log	5.7333	258	0.7799	0.6355	0.7799	0.8831
No log	5.7778	260	0.7882	0.6348	0.7882	0.8878
No log	5.8222	262	0.7338	0.6605	0.7338	0.8566
No log	5.8667	264	0.7228	0.6603	0.7228	0.8502
No log	5.9111	266	0.7836	0.6445	0.7836	0.8852
No log	5.9556	268	0.7608	0.6526	0.7608	0.8722
No log	6.0	270	0.7021	0.6570	0.7021	0.8379
No log	6.0444	272	0.6943	0.6639	0.6943	0.8332
No log	6.0889	274	0.6858	0.6600	0.6858	0.8281
No log	6.1333	276	0.7069	0.6755	0.7069	0.8408
No log	6.1778	278	0.7044	0.6816	0.7044	0.8393
No log	6.2222	280	0.6957	0.6930	0.6957	0.8341
No log	6.2667	282	0.7370	0.7225	0.7370	0.8585
No log	6.3111	284	0.7410	0.7069	0.7410	0.8608
No log	6.3556	286	0.6700	0.7317	0.6700	0.8185
No log	6.4	288	0.6705	0.7259	0.6705	0.8189
No log	6.4444	290	0.6516	0.7221	0.6516	0.8072
No log	6.4889	292	0.6565	0.7276	0.6565	0.8102
No log	6.5333	294	0.7760	0.6665	0.7760	0.8809
No log	6.5778	296	0.8573	0.6446	0.8573	0.9259
No log	6.6222	298	0.7867	0.6415	0.7867	0.8869
No log	6.6667	300	0.6915	0.7000	0.6915	0.8315
No log	6.7111	302	0.7096	0.6575	0.7096	0.8424
No log	6.7556	304	0.7640	0.6068	0.7640	0.8741
No log	6.8	306	0.8190	0.5966	0.8190	0.9050
No log	6.8444	308	0.8031	0.6022	0.8031	0.8962
No log	6.8889	310	0.7710	0.6007	0.7710	0.8781
No log	6.9333	312	0.7857	0.6319	0.7857	0.8864
No log	6.9778	314	0.7495	0.6730	0.7495	0.8657
No log	7.0222	316	0.7885	0.6442	0.7885	0.8880
No log	7.0667	318	0.8185	0.6504	0.8185	0.9047
No log	7.1111	320	0.8350	0.6222	0.8350	0.9138
No log	7.1556	322	0.9376	0.5740	0.9376	0.9683
No log	7.2	324	0.9617	0.5871	0.9617	0.9806
No log	7.2444	326	0.8446	0.6148	0.8446	0.9190
No log	7.2889	328	0.7237	0.6264	0.7237	0.8507
No log	7.3333	330	0.7109	0.6351	0.7109	0.8431
No log	7.3778	332	0.7648	0.5901	0.7648	0.8746
No log	7.4222	334	0.7897	0.6118	0.7897	0.8886
No log	7.4667	336	0.7215	0.6471	0.7215	0.8494
No log	7.5111	338	0.6973	0.6711	0.6973	0.8351
No log	7.5556	340	0.7115	0.6507	0.7115	0.8435
No log	7.6	342	0.7009	0.6523	0.7009	0.8372
No log	7.6444	344	0.6921	0.6455	0.6921	0.8319
No log	7.6889	346	0.6997	0.6403	0.6997	0.8365
No log	7.7333	348	0.7203	0.6383	0.7203	0.8487
No log	7.7778	350	0.7327	0.6723	0.7327	0.8560
No log	7.8222	352	0.6757	0.6828	0.6757	0.8220
No log	7.8667	354	0.6782	0.6750	0.6782	0.8235
No log	7.9111	356	0.6742	0.7047	0.6742	0.8211
No log	7.9556	358	0.6868	0.7145	0.6868	0.8288
No log	8.0	360	0.8183	0.6594	0.8183	0.9046
No log	8.0444	362	0.8571	0.6391	0.8571	0.9258
No log	8.0889	364	0.7541	0.6434	0.7541	0.8684
No log	8.1333	366	0.6934	0.6491	0.6934	0.8327
No log	8.1778	368	0.6873	0.6682	0.6873	0.8291
No log	8.2222	370	0.7740	0.6675	0.7740	0.8798
No log	8.2667	372	0.7868	0.6723	0.7868	0.8870
No log	8.3111	374	0.8076	0.6442	0.8076	0.8987
No log	8.3556	376	0.7691	0.6284	0.7691	0.8770
No log	8.4	378	0.6871	0.6674	0.6871	0.8289
No log	8.4444	380	0.6370	0.6935	0.6370	0.7981
No log	8.4889	382	0.6321	0.7100	0.6321	0.7950
No log	8.5333	384	0.6830	0.7002	0.6830	0.8264
No log	8.5778	386	0.8220	0.6484	0.8220	0.9067
No log	8.6222	388	0.7909	0.6414	0.7909	0.8893
No log	8.6667	390	0.7013	0.6467	0.7013	0.8374
No log	8.7111	392	0.6920	0.6346	0.6920	0.8319
No log	8.7556	394	0.7111	0.6491	0.7111	0.8433
No log	8.8	396	0.7861	0.6348	0.7861	0.8866
No log	8.8444	398	0.9522	0.6314	0.9522	0.9758
No log	8.8889	400	0.9145	0.6338	0.9145	0.9563
No log	8.9333	402	0.7935	0.6673	0.7935	0.8908
No log	8.9778	404	0.6978	0.6974	0.6978	0.8353
No log	9.0222	406	0.6800	0.7042	0.6800	0.8246
No log	9.0667	408	0.7039	0.6875	0.7039	0.8390
No log	9.1111	410	0.7201	0.6807	0.7201	0.8486
No log	9.1556	412	0.6718	0.6983	0.6718	0.8196
No log	9.2	414	0.6461	0.7215	0.6461	0.8038
No log	9.2444	416	0.6454	0.7136	0.6454	0.8034
No log	9.2889	418	0.6874	0.6595	0.6874	0.8291
No log	9.3333	420	0.7017	0.6595	0.7017	0.8377
No log	9.3778	422	0.7115	0.6673	0.7115	0.8435
No log	9.4222	424	0.7810	0.6832	0.7810	0.8838
No log	9.4667	426	0.8763	0.6512	0.8763	0.9361
No log	9.5111	428	0.9291	0.6366	0.9291	0.9639
No log	9.5556	430	0.8845	0.6676	0.8845	0.9405
No log	9.6	432	0.9188	0.6624	0.9188	0.9585
No log	9.6444	434	0.8772	0.6411	0.8772	0.9366
No log	9.6889	436	0.7896	0.6582	0.7896	0.8886
No log	9.7333	438	0.6847	0.6972	0.6847	0.8275
No log	9.7778	440	0.6590	0.7155	0.6590	0.8118
No log	9.8222	442	0.6791	0.7240	0.6791	0.8241
No log	9.8667	444	0.7245	0.7154	0.7245	0.8512
No log	9.9111	446	0.6993	0.7236	0.6993	0.8362
No log	9.9556	448	0.6441	0.7562	0.6441	0.8025
No log	10.0	450	0.6115	0.7456	0.6115	0.7820
No log	10.0444	452	0.6326	0.7173	0.6326	0.7954
No log	10.0889	454	0.6672	0.6926	0.6672	0.8168
No log	10.1333	456	0.6179	0.7127	0.6179	0.7861
No log	10.1778	458	0.5913	0.7492	0.5913	0.7689
No log	10.2222	460	0.6254	0.7683	0.6254	0.7909
No log	10.2667	462	0.6139	0.7702	0.6139	0.7835
No log	10.3111	464	0.6287	0.7273	0.6287	0.7929
No log	10.3556	466	0.6719	0.7098	0.6719	0.8197
No log	10.4	468	0.6521	0.7294	0.6521	0.8075
No log	10.4444	470	0.6419	0.7245	0.6419	0.8012
No log	10.4889	472	0.6434	0.7041	0.6434	0.8021
No log	10.5333	474	0.6328	0.7360	0.6328	0.7955
No log	10.5778	476	0.6287	0.7179	0.6287	0.7929
No log	10.6222	478	0.6300	0.7069	0.6300	0.7937
No log	10.6667	480	0.6927	0.6674	0.6927	0.8323
No log	10.7111	482	0.8016	0.6803	0.8016	0.8953
No log	10.7556	484	0.8563	0.6587	0.8563	0.9253
No log	10.8	486	0.7888	0.6723	0.7888	0.8881
No log	10.8444	488	0.6501	0.6847	0.6501	0.8063
No log	10.8889	490	0.6182	0.7159	0.6182	0.7863
No log	10.9333	492	0.6210	0.7226	0.6210	0.7881
No log	10.9778	494	0.6249	0.6987	0.6249	0.7905
No log	11.0222	496	0.6835	0.6781	0.6835	0.8267
No log	11.0667	498	0.7802	0.6367	0.7802	0.8833
0.3673	11.1111	500	0.7400	0.6306	0.7400	0.8602
0.3673	11.1556	502	0.6688	0.6403	0.6688	0.8178
0.3673	11.2	504	0.6579	0.5921	0.6579	0.8111
0.3673	11.2444	506	0.6573	0.5864	0.6573	0.8108
0.3673	11.2889	508	0.6512	0.5950	0.6512	0.8070
0.3673	11.3333	510	0.6562	0.6420	0.6562	0.8100
0.3673	11.3778	512	0.7617	0.6421	0.7617	0.8727
0.3673	11.4222	514	0.9572	0.6403	0.9572	0.9784
0.3673	11.4667	516	0.9610	0.6560	0.9610	0.9803
0.3673	11.5111	518	0.7990	0.7007	0.7990	0.8939
0.3673	11.5556	520	0.6710	0.7187	0.6710	0.8192
0.3673	11.6	522	0.6525	0.7311	0.6525	0.8078
0.3673	11.6444	524	0.6303	0.7290	0.6303	0.7939
0.3673	11.6889	526	0.6215	0.6808	0.6215	0.7884
0.3673	11.7333	528	0.6449	0.6663	0.6449	0.8030
0.3673	11.7778	530	0.6327	0.6704	0.6327	0.7954
0.3673	11.8222	532	0.6116	0.6839	0.6116	0.7820
0.3673	11.8667	534	0.6151	0.6889	0.6151	0.7843
0.3673	11.9111	536	0.6316	0.6855	0.6316	0.7948
0.3673	11.9556	538	0.6539	0.6825	0.6539	0.8086
0.3673	12.0	540	0.6670	0.6786	0.6670	0.8167
0.3673	12.0444	542	0.6499	0.6834	0.6499	0.8062
0.3673	12.0889	544	0.6807	0.6725	0.6807	0.8251
0.3673	12.1333	546	0.6746	0.6841	0.6746	0.8213
0.3673	12.1778	548	0.6548	0.6723	0.6548	0.8092
0.3673	12.2222	550	0.6690	0.6634	0.6690	0.8179
0.3673	12.2667	552	0.7145	0.6431	0.7145	0.8453
0.3673	12.3111	554	0.7255	0.6306	0.7255	0.8517
0.3673	12.3556	556	0.7021	0.6452	0.7021	0.8379
0.3673	12.4	558	0.6700	0.6663	0.6700	0.8186
0.3673	12.4444	560	0.6870	0.6624	0.6870	0.8289
0.3673	12.4889	562	0.7417	0.6437	0.7417	0.8612
0.3673	12.5333	564	0.8360	0.6315	0.8360	0.9143
0.3673	12.5778	566	0.9210	0.6362	0.9210	0.9597
0.3673	12.6222	568	0.9221	0.6346	0.9221	0.9602
0.3673	12.6667	570	0.8911	0.6455	0.8911	0.9440
0.3673	12.7111	572	0.7639	0.6410	0.7639	0.8740
0.3673	12.7556	574	0.7315	0.6744	0.7315	0.8553
0.3673	12.8	576	0.7753	0.6091	0.7753	0.8805
0.3673	12.8444	578	0.7651	0.6107	0.7651	0.8747
0.3673	12.8889	580	0.7282	0.6665	0.7282	0.8534
0.3673	12.9333	582	0.6662	0.6841	0.6662	0.8162
0.3673	12.9778	584	0.6138	0.7333	0.6138	0.7834
0.3673	13.0222	586	0.6129	0.7456	0.6129	0.7829
0.3673	13.0667	588	0.6256	0.7372	0.6256	0.7910
0.3673	13.1111	590	0.6326	0.7260	0.6326	0.7954
0.3673	13.1556	592	0.6251	0.7176	0.6251	0.7906
0.3673	13.2	594	0.6170	0.7219	0.6170	0.7855
0.3673	13.2444	596	0.6321	0.7022	0.6321	0.7950
0.3673	13.2889	598	0.6669	0.6589	0.6669	0.8166
0.3673	13.3333	600	0.7376	0.6243	0.7376	0.8588
0.3673	13.3778	602	0.7539	0.6243	0.7539	0.8683
0.3673	13.4222	604	0.6860	0.6780	0.6860	0.8283
0.3673	13.4667	606	0.6220	0.6904	0.6220	0.7887
0.3673	13.5111	608	0.6192	0.6910	0.6192	0.7869
0.3673	13.5556	610	0.6298	0.7177	0.6298	0.7936
0.3673	13.6	612	0.6513	0.6931	0.6513	0.8070
0.3673	13.6444	614	0.6586	0.6710	0.6586	0.8115
0.3673	13.6889	616	0.6373	0.6945	0.6373	0.7983
0.3673	13.7333	618	0.6195	0.6955	0.6195	0.7871
0.3673	13.7778	620	0.6188	0.6888	0.6188	0.7866
0.3673	13.8222	622	0.6345	0.6771	0.6345	0.7966
0.3673	13.8667	624	0.6336	0.6956	0.6336	0.7960
0.3673	13.9111	626	0.6188	0.7174	0.6188	0.7866
0.3673	13.9556	628	0.6291	0.7215	0.6291	0.7932
0.3673	14.0	630	0.6409	0.7215	0.6409	0.8005
0.3673	14.0444	632	0.6563	0.7297	0.6563	0.8101
0.3673	14.0889	634	0.6982	0.6946	0.6982	0.8356
0.3673	14.1333	636	0.8001	0.6939	0.8001	0.8945
0.3673	14.1778	638	0.7879	0.6782	0.7879	0.8877
0.3673	14.2222	640	0.7199	0.6845	0.7199	0.8485
0.3673	14.2667	642	0.6590	0.6970	0.6590	0.8118
0.3673	14.3111	644	0.6422	0.7059	0.6422	0.8014
0.3673	14.3556	646	0.6722	0.7131	0.6722	0.8199
0.3673	14.4	648	0.8040	0.6947	0.8040	0.8966
0.3673	14.4444	650	0.9498	0.6686	0.9498	0.9746
0.3673	14.4889	652	0.9792	0.6416	0.9792	0.9896
0.3673	14.5333	654	0.8885	0.6258	0.8885	0.9426
0.3673	14.5778	656	0.7446	0.6604	0.7446	0.8629
0.3673	14.6222	658	0.6830	0.6796	0.6830	0.8264
0.3673	14.6667	660	0.6883	0.6796	0.6883	0.8296
0.3673	14.7111	662	0.6929	0.6789	0.6929	0.8324
0.3673	14.7556	664	0.7388	0.6628	0.7388	0.8595
0.3673	14.8	666	0.8314	0.6945	0.8314	0.9118
0.3673	14.8444	668	0.8246	0.6730	0.8246	0.9081
0.3673	14.8889	670	0.7447	0.7119	0.7447	0.8630
0.3673	14.9333	672	0.7378	0.6812	0.7378	0.8589
0.3673	14.9778	674	0.6866	0.6958	0.6866	0.8286
0.3673	15.0222	676	0.6415	0.6907	0.6415	0.8009
0.3673	15.0667	678	0.6359	0.7047	0.6359	0.7975
0.3673	15.1111	680	0.6375	0.6820	0.6375	0.7985
0.3673	15.1556	682	0.6479	0.6741	0.6479	0.8049
0.3673	15.2	684	0.6492	0.6610	0.6492	0.8057
0.3673	15.2444	686	0.6428	0.6460	0.6428	0.8018
0.3673	15.2889	688	0.6463	0.6408	0.6463	0.8039
0.3673	15.3333	690	0.6697	0.6436	0.6697	0.8184
0.3673	15.3778	692	0.7085	0.6624	0.7085	0.8418
0.3673	15.4222	694	0.7030	0.6684	0.7030	0.8385
0.3673	15.4667	696	0.7061	0.6684	0.7061	0.8403
0.3673	15.5111	698	0.7249	0.6474	0.7249	0.8514
0.3673	15.5556	700	0.7177	0.6423	0.7177	0.8472
0.3673	15.6	702	0.7411	0.6373	0.7411	0.8609
0.3673	15.6444	704	0.7754	0.6467	0.7754	0.8806
0.3673	15.6889	706	0.8246	0.6483	0.8246	0.9081
0.3673	15.7333	708	0.7654	0.6616	0.7654	0.8749
0.3673	15.7778	710	0.7580	0.6723	0.7580	0.8706
0.3673	15.8222	712	0.8042	0.6647	0.8042	0.8968
0.3673	15.8667	714	0.8891	0.6703	0.8891	0.9429
0.3673	15.9111	716	0.8040	0.6723	0.8040	0.8967
0.3673	15.9556	718	0.7290	0.6497	0.7290	0.8538
0.3673	16.0	720	0.7456	0.6554	0.7456	0.8635
0.3673	16.0444	722	0.8276	0.6384	0.8276	0.9097
0.3673	16.0889	724	0.8683	0.6116	0.8683	0.9318
0.3673	16.1333	726	0.7780	0.6389	0.7780	0.8820
0.3673	16.1778	728	0.6940	0.6766	0.6940	0.8331
0.3673	16.2222	730	0.6613	0.6830	0.6613	0.8132
0.3673	16.2667	732	0.6747	0.6732	0.6747	0.8214
0.3673	16.3111	734	0.6586	0.7001	0.6586	0.8115
0.3673	16.3556	736	0.6708	0.6924	0.6708	0.8190
0.3673	16.4	738	0.6875	0.6873	0.6875	0.8292
0.3673	16.4444	740	0.6961	0.6878	0.6961	0.8343
0.3673	16.4889	742	0.6805	0.6869	0.6805	0.8249
0.3673	16.5333	744	0.6950	0.6922	0.6950	0.8337
0.3673	16.5778	746	0.7043	0.6528	0.7043	0.8392
0.3673	16.6222	748	0.6705	0.6684	0.6705	0.8188
0.3673	16.6667	750	0.6704	0.6732	0.6704	0.8188
0.3673	16.7111	752	0.7207	0.6597	0.7207	0.8490
0.3673	16.7556	754	0.8427	0.6462	0.8427	0.9180
0.3673	16.8	756	0.9120	0.6416	0.9120	0.9550
0.3673	16.8444	758	0.8344	0.6550	0.8344	0.9134
0.3673	16.8889	760	0.6829	0.6624	0.6829	0.8264
0.3673	16.9333	762	0.5904	0.6973	0.5904	0.7683
0.3673	16.9778	764	0.5842	0.7155	0.5842	0.7643
0.3673	17.0222	766	0.6044	0.6908	0.6044	0.7774
0.3673	17.0667	768	0.6053	0.6884	0.6053	0.7780
0.3673	17.1111	770	0.5840	0.7321	0.5840	0.7642
0.3673	17.1556	772	0.6054	0.6978	0.6054	0.7780
0.3673	17.2	774	0.6564	0.6634	0.6564	0.8102
0.3673	17.2444	776	0.7204	0.6550	0.7204	0.8488
0.3673	17.2889	778	0.7645	0.6742	0.7645	0.8744
0.3673	17.3333	780	0.7427	0.6598	0.7427	0.8618
0.3673	17.3778	782	0.6968	0.6604	0.6968	0.8348
0.3673	17.4222	784	0.6862	0.6704	0.6862	0.8284
0.3673	17.4667	786	0.7373	0.6715	0.7373	0.8586
0.3673	17.5111	788	0.7609	0.6473	0.7609	0.8723
0.3673	17.5556	790	0.8071	0.6353	0.8071	0.8984
0.3673	17.6	792	0.7908	0.6537	0.7908	0.8893
0.3673	17.6444	794	0.7591	0.6772	0.7591	0.8712
0.3673	17.6889	796	0.7197	0.6636	0.7197	0.8484
0.3673	17.7333	798	0.6697	0.6921	0.6697	0.8184
0.3673	17.7778	800	0.6631	0.6777	0.6631	0.8143
0.3673	17.8222	802	0.6647	0.6694	0.6647	0.8153
0.3673	17.8667	804	0.6950	0.6283	0.6950	0.8337
0.3673	17.9111	806	0.7245	0.6361	0.7245	0.8512
0.3673	17.9556	808	0.7342	0.6485	0.7342	0.8569
0.3673	18.0	810	0.7770	0.6647	0.7770	0.8815
0.3673	18.0444	812	0.7924	0.6742	0.7924	0.8901
0.3673	18.0889	814	0.7704	0.6545	0.7704	0.8777
0.3673	18.1333	816	0.7420	0.6616	0.7420	0.8614
0.3673	18.1778	818	0.7245	0.6625	0.7245	0.8512
0.3673	18.2222	820	0.7488	0.6723	0.7488	0.8653
0.3673	18.2667	822	0.8708	0.6412	0.8708	0.9332
0.3673	18.3111	824	0.9816	0.5754	0.9816	0.9907
0.3673	18.3556	826	1.1005	0.5594	1.1005	1.0491
0.3673	18.4	828	1.0794	0.5494	1.0794	1.0390
0.3673	18.4444	830	0.9709	0.5431	0.9709	0.9853
0.3673	18.4889	832	0.8189	0.5812	0.8189	0.9049

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1