ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k20_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: 0.7914
• Qwk: 0.6715
• Mse: 0.7914
• Rmse: 0.8896

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0179	2	5.1653	0.0078	5.1653	2.2727
No log	0.0357	4	3.0835	0.0687	3.0835	1.7560
No log	0.0536	6	1.8865	0.0966	1.8865	1.3735
No log	0.0714	8	1.6057	0.1297	1.6057	1.2672
No log	0.0893	10	1.2751	0.2513	1.2751	1.1292
No log	0.1071	12	1.1303	0.2508	1.1303	1.0632
No log	0.125	14	1.1479	0.2987	1.1479	1.0714
No log	0.1429	16	1.1172	0.3637	1.1172	1.0570
No log	0.1607	18	1.2117	0.3221	1.2117	1.1008
No log	0.1786	20	1.0436	0.3534	1.0436	1.0216
No log	0.1964	22	1.1023	0.1537	1.1023	1.0499
No log	0.2143	24	1.0858	0.3791	1.0858	1.0420
No log	0.2321	26	1.0473	0.3673	1.0473	1.0234
No log	0.25	28	1.1668	0.3633	1.1668	1.0802
No log	0.2679	30	1.3965	0.2874	1.3965	1.1818
No log	0.2857	32	1.1888	0.4264	1.1888	1.0903
No log	0.3036	34	1.0159	0.4051	1.0159	1.0079
No log	0.3214	36	1.0948	0.4345	1.0948	1.0463
No log	0.3393	38	1.3673	0.2930	1.3673	1.1693
No log	0.3571	40	1.4156	0.3540	1.4156	1.1898
No log	0.375	42	1.0300	0.4494	1.0300	1.0149
No log	0.3929	44	0.8650	0.5513	0.8650	0.9301
No log	0.4107	46	1.0269	0.4886	1.0269	1.0134
No log	0.4286	48	1.0052	0.5158	1.0052	1.0026
No log	0.4464	50	0.8333	0.6003	0.8333	0.9128
No log	0.4643	52	1.0328	0.5683	1.0328	1.0163
No log	0.4821	54	2.0948	0.4233	2.0948	1.4473
No log	0.5	56	2.0532	0.4182	2.0532	1.4329
No log	0.5179	58	1.1931	0.5243	1.1931	1.0923
No log	0.5357	60	0.8152	0.6657	0.8152	0.9029
No log	0.5536	62	1.0460	0.5293	1.0460	1.0228
No log	0.5714	64	1.2800	0.4253	1.2800	1.1314
No log	0.5893	66	1.2085	0.4485	1.2085	1.0993
No log	0.6071	68	0.9312	0.5260	0.9312	0.9650
No log	0.625	70	0.9133	0.5147	0.9133	0.9557
No log	0.6429	72	1.2742	0.3825	1.2742	1.1288
No log	0.6607	74	1.2386	0.3899	1.2386	1.1129
No log	0.6786	76	0.9490	0.5113	0.9490	0.9742
No log	0.6964	78	0.8502	0.5447	0.8502	0.9221
No log	0.7143	80	0.7790	0.6457	0.7790	0.8826
No log	0.7321	82	0.8034	0.6466	0.8034	0.8963
No log	0.75	84	0.7947	0.6629	0.7947	0.8915
No log	0.7679	86	0.8256	0.6753	0.8256	0.9086
No log	0.7857	88	0.8290	0.6420	0.8290	0.9105
No log	0.8036	90	0.8980	0.5960	0.8980	0.9476
No log	0.8214	92	1.0518	0.4858	1.0518	1.0256
No log	0.8393	94	0.9350	0.5835	0.9350	0.9669
No log	0.8571	96	0.8287	0.6007	0.8287	0.9103
No log	0.875	98	0.9080	0.6302	0.9080	0.9529
No log	0.8929	100	0.8211	0.6215	0.8211	0.9061
No log	0.9107	102	0.7787	0.6689	0.7787	0.8824
No log	0.9286	104	0.9213	0.5700	0.9213	0.9598
No log	0.9464	106	0.8483	0.6499	0.8483	0.9211
No log	0.9643	108	0.7363	0.6588	0.7363	0.8581
No log	0.9821	110	0.7015	0.6668	0.7015	0.8375
No log	1.0	112	0.6810	0.6737	0.6810	0.8252
No log	1.0179	114	0.7079	0.6973	0.7079	0.8414
No log	1.0357	116	0.7023	0.6813	0.7023	0.8380
No log	1.0536	118	0.6643	0.6713	0.6643	0.8151
No log	1.0714	120	0.6915	0.6834	0.6915	0.8316
No log	1.0893	122	0.8651	0.6481	0.8651	0.9301
No log	1.1071	124	0.8825	0.6523	0.8825	0.9394
No log	1.125	126	0.8944	0.6530	0.8944	0.9457
No log	1.1429	128	0.7950	0.6371	0.7950	0.8916
No log	1.1607	130	0.7045	0.6557	0.7045	0.8393
No log	1.1786	132	0.7423	0.6686	0.7423	0.8616
No log	1.1964	134	0.7207	0.6678	0.7207	0.8489
No log	1.2143	136	0.7668	0.6248	0.7668	0.8757
No log	1.2321	138	0.7860	0.6454	0.7860	0.8866
No log	1.25	140	0.7726	0.6493	0.7726	0.8790
No log	1.2679	142	0.8039	0.6588	0.8039	0.8966
No log	1.2857	144	0.8555	0.6307	0.8555	0.9249
No log	1.3036	146	0.9254	0.6207	0.9254	0.9620
No log	1.3214	148	1.0086	0.5983	1.0086	1.0043
No log	1.3393	150	0.9996	0.6111	0.9996	0.9998
No log	1.3571	152	0.8507	0.6691	0.8507	0.9223
No log	1.375	154	0.7591	0.6477	0.7591	0.8713
No log	1.3929	156	0.7926	0.6981	0.7926	0.8903
No log	1.4107	158	0.8413	0.6666	0.8413	0.9172
No log	1.4286	160	1.1738	0.6288	1.1738	1.0834
No log	1.4464	162	1.4103	0.5555	1.4103	1.1876
No log	1.4643	164	1.2613	0.6032	1.2613	1.1231
No log	1.4821	166	0.8812	0.6470	0.8812	0.9387
No log	1.5	168	0.7598	0.6746	0.7598	0.8717
No log	1.5179	170	0.7466	0.6539	0.7466	0.8640
No log	1.5357	172	0.7212	0.6660	0.7212	0.8492
No log	1.5536	174	0.7998	0.6327	0.7998	0.8943
No log	1.5714	176	0.9613	0.6297	0.9613	0.9805
No log	1.5893	178	1.0144	0.6210	1.0144	1.0072
No log	1.6071	180	0.8036	0.6257	0.8036	0.8964
No log	1.625	182	0.7215	0.6646	0.7215	0.8494
No log	1.6429	184	0.7702	0.6364	0.7702	0.8776
No log	1.6607	186	0.7231	0.6614	0.7231	0.8504
No log	1.6786	188	0.6956	0.6728	0.6956	0.8341
No log	1.6964	190	0.7420	0.6764	0.7420	0.8614
No log	1.7143	192	0.8828	0.6346	0.8828	0.9396
No log	1.7321	194	1.1849	0.5922	1.1849	1.0885
No log	1.75	196	1.3351	0.5587	1.3351	1.1555
No log	1.7679	198	1.1903	0.5435	1.1903	1.0910
No log	1.7857	200	0.9316	0.6395	0.9316	0.9652
No log	1.8036	202	0.8323	0.6392	0.8323	0.9123
No log	1.8214	204	0.8288	0.6333	0.8288	0.9104
No log	1.8393	206	0.9480	0.6172	0.9480	0.9736
No log	1.8571	208	1.1336	0.5867	1.1336	1.0647
No log	1.875	210	1.0867	0.6060	1.0867	1.0424
No log	1.8929	212	0.8756	0.6817	0.8756	0.9357
No log	1.9107	214	0.8792	0.6232	0.8792	0.9377
No log	1.9286	216	1.0795	0.5756	1.0795	1.0390
No log	1.9464	218	1.0337	0.6081	1.0337	1.0167
No log	1.9643	220	0.8277	0.6706	0.8277	0.9098
No log	1.9821	222	0.9278	0.6386	0.9278	0.9632
No log	2.0	224	1.2492	0.5550	1.2492	1.1177
No log	2.0179	226	1.2741	0.5558	1.2741	1.1288
No log	2.0357	228	1.0609	0.5996	1.0609	1.0300
No log	2.0536	230	0.8311	0.6328	0.8311	0.9116
No log	2.0714	232	0.7806	0.6788	0.7806	0.8835
No log	2.0893	234	0.8168	0.6590	0.8168	0.9038
No log	2.1071	236	1.0130	0.6145	1.0130	1.0065
No log	2.125	238	1.0863	0.6077	1.0863	1.0422
No log	2.1429	240	0.9580	0.6554	0.9580	0.9788
No log	2.1607	242	0.8955	0.6542	0.8955	0.9463
No log	2.1786	244	0.7783	0.6839	0.7783	0.8822
No log	2.1964	246	0.7056	0.6909	0.7056	0.8400
No log	2.2143	248	0.7309	0.7045	0.7309	0.8549
No log	2.2321	250	0.8034	0.6710	0.8034	0.8963
No log	2.25	252	0.7621	0.7033	0.7621	0.8730
No log	2.2679	254	0.7070	0.6968	0.7070	0.8408
No log	2.2857	256	0.6986	0.6854	0.6986	0.8358
No log	2.3036	258	0.7132	0.7048	0.7132	0.8445
No log	2.3214	260	0.7569	0.6949	0.7569	0.8700
No log	2.3393	262	0.8388	0.6388	0.8388	0.9159
No log	2.3571	264	0.8161	0.6422	0.8161	0.9034
No log	2.375	266	0.7768	0.6226	0.7768	0.8814
No log	2.3929	268	0.6772	0.6856	0.6772	0.8229
No log	2.4107	270	0.6661	0.6836	0.6661	0.8162
No log	2.4286	272	0.6715	0.6789	0.6715	0.8194
No log	2.4464	274	0.6915	0.6870	0.6915	0.8316
No log	2.4643	276	0.7552	0.7051	0.7552	0.8690
No log	2.4821	278	0.8103	0.7103	0.8103	0.9002
No log	2.5	280	0.7836	0.7006	0.7836	0.8852
No log	2.5179	282	0.8084	0.7240	0.8084	0.8991
No log	2.5357	284	0.8858	0.6767	0.8858	0.9412
No log	2.5536	286	1.0225	0.6280	1.0225	1.0112
No log	2.5714	288	1.1444	0.6354	1.1444	1.0698
No log	2.5893	290	1.2430	0.5903	1.2430	1.1149
No log	2.6071	292	1.1301	0.6181	1.1301	1.0630
No log	2.625	294	0.9242	0.6329	0.9242	0.9613
No log	2.6429	296	0.7223	0.6843	0.7223	0.8499
No log	2.6607	298	0.6726	0.6949	0.6726	0.8201
No log	2.6786	300	0.6815	0.7028	0.6815	0.8256
No log	2.6964	302	0.7083	0.7062	0.7083	0.8416
No log	2.7143	304	0.7262	0.7081	0.7262	0.8522
No log	2.7321	306	0.7706	0.7187	0.7706	0.8778
No log	2.75	308	0.8860	0.6652	0.8860	0.9413
No log	2.7679	310	0.9310	0.6568	0.9310	0.9649
No log	2.7857	312	0.8379	0.6740	0.8379	0.9154
No log	2.8036	314	0.7563	0.6763	0.7563	0.8696
No log	2.8214	316	0.7157	0.7029	0.7157	0.8460
No log	2.8393	318	0.7227	0.6943	0.7227	0.8501
No log	2.8571	320	0.7931	0.7000	0.7931	0.8905
No log	2.875	322	0.8595	0.6592	0.8595	0.9271
No log	2.8929	324	0.8297	0.7119	0.8297	0.9109
No log	2.9107	326	0.9446	0.6556	0.9446	0.9719
No log	2.9286	328	0.9302	0.6516	0.9302	0.9645
No log	2.9464	330	0.7739	0.6914	0.7739	0.8797
No log	2.9643	332	0.6564	0.6745	0.6564	0.8102
No log	2.9821	334	0.6436	0.6823	0.6436	0.8023
No log	3.0	336	0.6938	0.6866	0.6938	0.8330
No log	3.0179	338	0.8616	0.7003	0.8616	0.9282
No log	3.0357	340	0.9069	0.7063	0.9069	0.9523
No log	3.0536	342	0.8121	0.6905	0.8121	0.9012
No log	3.0714	344	0.7310	0.6831	0.7310	0.8550
No log	3.0893	346	0.7129	0.7037	0.7129	0.8444
No log	3.1071	348	0.7201	0.7202	0.7201	0.8486
No log	3.125	350	0.6596	0.6772	0.6596	0.8122
No log	3.1429	352	0.6352	0.7014	0.6352	0.7970
No log	3.1607	354	0.6403	0.7095	0.6403	0.8002
No log	3.1786	356	0.6535	0.6899	0.6535	0.8084
No log	3.1964	358	0.6789	0.6587	0.6789	0.8239
No log	3.2143	360	0.7199	0.6618	0.7199	0.8485
No log	3.2321	362	0.7460	0.6640	0.7460	0.8637
No log	3.25	364	0.7898	0.6712	0.7898	0.8887
No log	3.2679	366	0.7938	0.6687	0.7938	0.8910
No log	3.2857	368	0.7607	0.6758	0.7607	0.8722
No log	3.3036	370	0.7610	0.6810	0.7610	0.8724
No log	3.3214	372	0.7297	0.6809	0.7297	0.8542
No log	3.3393	374	0.7554	0.6803	0.7554	0.8691
No log	3.3571	376	0.8754	0.6919	0.8754	0.9356
No log	3.375	378	0.9191	0.6660	0.9191	0.9587
No log	3.3929	380	0.8581	0.7064	0.8581	0.9263
No log	3.4107	382	0.7432	0.6897	0.7432	0.8621
No log	3.4286	384	0.7274	0.6897	0.7274	0.8529
No log	3.4464	386	0.8092	0.7128	0.8092	0.8996
No log	3.4643	388	0.8023	0.7148	0.8023	0.8957
No log	3.4821	390	0.6973	0.6929	0.6973	0.8350
No log	3.5	392	0.6712	0.6859	0.6712	0.8193
No log	3.5179	394	0.7109	0.7118	0.7109	0.8431
No log	3.5357	396	0.7037	0.6897	0.7037	0.8389
No log	3.5536	398	0.7008	0.6852	0.7008	0.8372
No log	3.5714	400	0.7278	0.6922	0.7278	0.8531
No log	3.5893	402	0.8011	0.6595	0.8011	0.8950
No log	3.6071	404	0.9306	0.6691	0.9306	0.9647
No log	3.625	406	0.9752	0.6501	0.9752	0.9875
No log	3.6429	408	1.0343	0.6461	1.0343	1.0170
No log	3.6607	410	1.0865	0.5897	1.0865	1.0424
No log	3.6786	412	1.0271	0.6012	1.0271	1.0135
No log	3.6964	414	1.0504	0.6089	1.0504	1.0249
No log	3.7143	416	1.0023	0.6225	1.0023	1.0012
No log	3.7321	418	0.8830	0.6427	0.8830	0.9397
No log	3.75	420	0.8164	0.6323	0.8164	0.9036
No log	3.7679	422	0.7945	0.6561	0.7945	0.8913
No log	3.7857	424	0.8146	0.6695	0.8146	0.9025
No log	3.8036	426	0.9489	0.6382	0.9489	0.9741
No log	3.8214	428	1.0573	0.6400	1.0573	1.0282
No log	3.8393	430	0.9866	0.6363	0.9866	0.9933
No log	3.8571	432	0.8146	0.6753	0.8146	0.9026
No log	3.875	434	0.6974	0.6885	0.6974	0.8351
No log	3.8929	436	0.6595	0.6931	0.6595	0.8121
No log	3.9107	438	0.6754	0.7175	0.6754	0.8218
No log	3.9286	440	0.7844	0.6873	0.7844	0.8857
No log	3.9464	442	0.9066	0.6627	0.9066	0.9521
No log	3.9643	444	1.0207	0.6420	1.0207	1.0103
No log	3.9821	446	0.9576	0.6560	0.9576	0.9786
No log	4.0	448	0.7951	0.6989	0.7951	0.8917
No log	4.0179	450	0.7495	0.7035	0.7495	0.8657
No log	4.0357	452	0.7758	0.6969	0.7758	0.8808
No log	4.0536	454	0.8084	0.6717	0.8084	0.8991
No log	4.0714	456	0.7977	0.6742	0.7977	0.8932
No log	4.0893	458	0.7843	0.6813	0.7843	0.8856
No log	4.1071	460	0.7941	0.6848	0.7941	0.8911
No log	4.125	462	0.8686	0.6748	0.8686	0.9320
No log	4.1429	464	0.9163	0.6544	0.9163	0.9572
No log	4.1607	466	0.9633	0.6443	0.9633	0.9815
No log	4.1786	468	0.9213	0.6266	0.9213	0.9598
No log	4.1964	470	0.8375	0.6645	0.8375	0.9151
No log	4.2143	472	0.8601	0.6637	0.8601	0.9274
No log	4.2321	474	0.8305	0.6580	0.8305	0.9113
No log	4.25	476	0.7749	0.6920	0.7749	0.8803
No log	4.2679	478	0.7227	0.6883	0.7227	0.8501
No log	4.2857	480	0.7212	0.6787	0.7212	0.8492
No log	4.3036	482	0.7242	0.6817	0.7242	0.8510
No log	4.3214	484	0.7735	0.6758	0.7735	0.8795
No log	4.3393	486	0.7829	0.6698	0.7829	0.8848
No log	4.3571	488	0.8013	0.6926	0.8013	0.8951
No log	4.375	490	0.8104	0.6747	0.8104	0.9002
No log	4.3929	492	0.7936	0.6946	0.7936	0.8908
No log	4.4107	494	0.7330	0.6621	0.7330	0.8562
No log	4.4286	496	0.7234	0.6712	0.7234	0.8506
No log	4.4464	498	0.7761	0.6637	0.7761	0.8810
0.4915	4.4643	500	0.8453	0.6704	0.8453	0.9194
0.4915	4.4821	502	0.9018	0.6400	0.9018	0.9496
0.4915	4.5	504	0.9756	0.6061	0.9756	0.9877
0.4915	4.5179	506	1.0189	0.5898	1.0189	1.0094
0.4915	4.5357	508	0.9777	0.5898	0.9777	0.9888
0.4915	4.5536	510	1.0075	0.5983	1.0075	1.0037
0.4915	4.5714	512	0.9918	0.5994	0.9918	0.9959
0.4915	4.5893	514	0.9268	0.5929	0.9268	0.9627
0.4915	4.6071	516	0.9718	0.6014	0.9718	0.9858
0.4915	4.625	518	1.0734	0.5929	1.0734	1.0361
0.4915	4.6429	520	1.1383	0.5899	1.1383	1.0669
0.4915	4.6607	522	1.0760	0.5990	1.0760	1.0373
0.4915	4.6786	524	0.9756	0.5926	0.9756	0.9877
0.4915	4.6964	526	0.8677	0.6422	0.8677	0.9315
0.4915	4.7143	528	0.7807	0.6944	0.7807	0.8836
0.4915	4.7321	530	0.7729	0.6992	0.7729	0.8792
0.4915	4.75	532	0.8598	0.6787	0.8598	0.9273
0.4915	4.7679	534	0.8949	0.6744	0.8949	0.9460
0.4915	4.7857	536	0.8326	0.6669	0.8326	0.9125
0.4915	4.8036	538	0.7853	0.6909	0.7853	0.8862
0.4915	4.8214	540	0.8499	0.6653	0.8499	0.9219
0.4915	4.8393	542	0.9226	0.6720	0.9226	0.9605
0.4915	4.8571	544	0.8368	0.6719	0.8368	0.9148
0.4915	4.875	546	0.7447	0.6839	0.7447	0.8629
0.4915	4.8929	548	0.7188	0.6894	0.7188	0.8478
0.4915	4.9107	550	0.7158	0.6913	0.7158	0.8461
0.4915	4.9286	552	0.7511	0.6876	0.7511	0.8667
0.4915	4.9464	554	0.7988	0.6738	0.7988	0.8937
0.4915	4.9643	556	0.8368	0.6750	0.8368	0.9148
0.4915	4.9821	558	0.8488	0.6750	0.8488	0.9213
0.4915	5.0	560	0.8496	0.6733	0.8496	0.9218
0.4915	5.0179	562	0.8153	0.6750	0.8153	0.9029
0.4915	5.0357	564	0.7503	0.6833	0.7503	0.8662
0.4915	5.0536	566	0.7205	0.6712	0.7205	0.8488
0.4915	5.0714	568	0.7350	0.6712	0.7350	0.8573
0.4915	5.0893	570	0.7254	0.6722	0.7254	0.8517
0.4915	5.1071	572	0.7776	0.6690	0.7776	0.8818
0.4915	5.125	574	0.8872	0.6574	0.8872	0.9419
0.4915	5.1429	576	0.9523	0.6583	0.9523	0.9758
0.4915	5.1607	578	0.9403	0.6705	0.9403	0.9697
0.4915	5.1786	580	0.9434	0.6481	0.9434	0.9713
0.4915	5.1964	582	0.9889	0.6488	0.9889	0.9944
0.4915	5.2143	584	0.9595	0.6308	0.9595	0.9796
0.4915	5.2321	586	0.8564	0.6627	0.8564	0.9254
0.4915	5.25	588	0.8278	0.6660	0.8278	0.9098
0.4915	5.2679	590	0.7745	0.6725	0.7745	0.8801
0.4915	5.2857	592	0.7188	0.6852	0.7188	0.8478
0.4915	5.3036	594	0.7095	0.6768	0.7095	0.8423
0.4915	5.3214	596	0.7056	0.6992	0.7056	0.8400
0.4915	5.3393	598	0.7496	0.6878	0.7496	0.8658
0.4915	5.3571	600	0.8242	0.6783	0.8242	0.9078
0.4915	5.375	602	0.8928	0.6737	0.8928	0.9449
0.4915	5.3929	604	0.9129	0.6481	0.9129	0.9555
0.4915	5.4107	606	0.8778	0.6545	0.8778	0.9369
0.4915	5.4286	608	0.8160	0.6567	0.8160	0.9033
0.4915	5.4464	610	0.8075	0.6705	0.8075	0.8986
0.4915	5.4643	612	0.7881	0.6712	0.7881	0.8877
0.4915	5.4821	614	0.7544	0.6729	0.7544	0.8686
0.4915	5.5	616	0.7588	0.6662	0.7588	0.8711
0.4915	5.5179	618	0.7601	0.6583	0.7601	0.8718
0.4915	5.5357	620	0.7489	0.6608	0.7489	0.8654
0.4915	5.5536	622	0.7743	0.6592	0.7743	0.8800
0.4915	5.5714	624	0.8271	0.6664	0.8271	0.9095
0.4915	5.5893	626	0.9140	0.6521	0.9140	0.9560
0.4915	5.6071	628	1.0214	0.6370	1.0214	1.0106
0.4915	5.625	630	0.9949	0.6371	0.9949	0.9974
0.4915	5.6429	632	0.9031	0.6484	0.9031	0.9503
0.4915	5.6607	634	0.8570	0.6789	0.8570	0.9257
0.4915	5.6786	636	0.7891	0.6789	0.7891	0.8883
0.4915	5.6964	638	0.7271	0.6984	0.7271	0.8527
0.4915	5.7143	640	0.7214	0.6942	0.7214	0.8493
0.4915	5.7321	642	0.7870	0.6648	0.7870	0.8871
0.4915	5.75	644	0.8605	0.6260	0.8605	0.9276
0.4915	5.7679	646	0.9397	0.6182	0.9397	0.9694
0.4915	5.7857	648	0.9898	0.6272	0.9898	0.9949
0.4915	5.8036	650	0.9546	0.6475	0.9546	0.9770
0.4915	5.8214	652	0.9133	0.6662	0.9133	0.9557
0.4915	5.8393	654	0.8756	0.6691	0.8756	0.9357
0.4915	5.8571	656	0.8863	0.6652	0.8863	0.9414
0.4915	5.875	658	0.8868	0.6660	0.8868	0.9417
0.4915	5.8929	660	0.8467	0.6673	0.8467	0.9202
0.4915	5.9107	662	0.8670	0.6754	0.8670	0.9312
0.4915	5.9286	664	0.8792	0.6652	0.8792	0.9377
0.4915	5.9464	666	0.9330	0.6654	0.9330	0.9659
0.4915	5.9643	668	1.0439	0.6554	1.0439	1.0217
0.4915	5.9821	670	1.0630	0.6351	1.0630	1.0310
0.4915	6.0	672	0.9825	0.6549	0.9825	0.9912
0.4915	6.0179	674	0.8831	0.6603	0.8831	0.9397
0.4915	6.0357	676	0.8612	0.6762	0.8612	0.9280
0.4915	6.0536	678	0.8145	0.6878	0.8145	0.9025
0.4915	6.0714	680	0.8358	0.6926	0.8358	0.9142
0.4915	6.0893	682	0.7937	0.6825	0.7937	0.8909
0.4915	6.1071	684	0.7768	0.7161	0.7768	0.8814
0.4915	6.125	686	0.8008	0.6847	0.8008	0.8949
0.4915	6.1429	688	0.8516	0.6775	0.8516	0.9228
0.4915	6.1607	690	0.8608	0.6699	0.8608	0.9278
0.4915	6.1786	692	0.8434	0.6959	0.8434	0.9184
0.4915	6.1964	694	0.8127	0.6876	0.8127	0.9015
0.4915	6.2143	696	0.7630	0.6900	0.7630	0.8735
0.4915	6.2321	698	0.7325	0.6900	0.7325	0.8559
0.4915	6.25	700	0.6976	0.7177	0.6976	0.8352
0.4915	6.2679	702	0.7002	0.7082	0.7002	0.8368
0.4915	6.2857	704	0.7125	0.7117	0.7125	0.8441
0.4915	6.3036	706	0.7702	0.6870	0.7702	0.8776
0.4915	6.3214	708	0.8812	0.6810	0.8812	0.9387
0.4915	6.3393	710	0.9308	0.6747	0.9308	0.9648
0.4915	6.3571	712	0.8959	0.6753	0.8959	0.9465
0.4915	6.375	714	0.8040	0.6849	0.8040	0.8967
0.4915	6.3929	716	0.7199	0.7041	0.7199	0.8485
0.4915	6.4107	718	0.6928	0.7053	0.6928	0.8323
0.4915	6.4286	720	0.6998	0.7047	0.6998	0.8365
0.4915	6.4464	722	0.7418	0.6831	0.7418	0.8613
0.4915	6.4643	724	0.7843	0.6626	0.7843	0.8856
0.4915	6.4821	726	0.8136	0.6678	0.8136	0.9020
0.4915	6.5	728	0.8490	0.6888	0.8490	0.9214
0.4915	6.5179	730	0.8766	0.6904	0.8766	0.9363
0.4915	6.5357	732	0.9022	0.6753	0.9022	0.9498
0.4915	6.5536	734	0.8714	0.6898	0.8714	0.9335
0.4915	6.5714	736	0.8117	0.6771	0.8117	0.9009
0.4915	6.5893	738	0.7412	0.6729	0.7412	0.8609
0.4915	6.6071	740	0.7134	0.6846	0.7134	0.8446
0.4915	6.625	742	0.7141	0.6935	0.7141	0.8451
0.4915	6.6429	744	0.7059	0.6850	0.7059	0.8402
0.4915	6.6607	746	0.7204	0.6662	0.7204	0.8487
0.4915	6.6786	748	0.7718	0.6715	0.7718	0.8785
0.4915	6.6964	750	0.8163	0.6674	0.8163	0.9035
0.4915	6.7143	752	0.8159	0.6715	0.8159	0.9033
0.4915	6.7321	754	0.7699	0.6706	0.7699	0.8774
0.4915	6.75	756	0.7007	0.6787	0.7007	0.8371
0.4915	6.7679	758	0.6454	0.7232	0.6454	0.8034
0.4915	6.7857	760	0.6309	0.7260	0.6309	0.7943
0.4915	6.8036	762	0.6303	0.7220	0.6303	0.7939
0.4915	6.8214	764	0.6442	0.7293	0.6442	0.8026
0.4915	6.8393	766	0.6877	0.6971	0.6877	0.8293
0.4915	6.8571	768	0.8066	0.6751	0.8066	0.8981
0.4915	6.875	770	0.9562	0.6812	0.9562	0.9778
0.4915	6.8929	772	1.0283	0.6516	1.0283	1.0140
0.4915	6.9107	774	0.9971	0.6516	0.9971	0.9986
0.4915	6.9286	776	0.9062	0.6705	0.9062	0.9520
0.4915	6.9464	778	0.7843	0.6768	0.7843	0.8856
0.4915	6.9643	780	0.6852	0.7037	0.6852	0.8277
0.4915	6.9821	782	0.6514	0.7048	0.6514	0.8071
0.4915	7.0	784	0.6577	0.7085	0.6577	0.8110
0.4915	7.0179	786	0.7025	0.6964	0.7025	0.8381
0.4915	7.0357	788	0.7930	0.6683	0.7930	0.8905
0.4915	7.0536	790	0.9187	0.6902	0.9187	0.9585
0.4915	7.0714	792	0.9854	0.6676	0.9854	0.9927
0.4915	7.0893	794	0.9607	0.6779	0.9607	0.9802
0.4915	7.1071	796	0.8910	0.6820	0.8910	0.9439
0.4915	7.125	798	0.8124	0.6706	0.8124	0.9013
0.4915	7.1429	800	0.7531	0.6812	0.7531	0.8678
0.4915	7.1607	802	0.7281	0.6753	0.7281	0.8533
0.4915	7.1786	804	0.7105	0.6811	0.7105	0.8429
0.4915	7.1964	806	0.7265	0.6712	0.7265	0.8524
0.4915	7.2143	808	0.7378	0.6712	0.7378	0.8589
0.4915	7.2321	810	0.7359	0.6712	0.7359	0.8579
0.4915	7.25	812	0.7289	0.6719	0.7289	0.8538
0.4915	7.2679	814	0.7139	0.6923	0.7139	0.8449
0.4915	7.2857	816	0.7111	0.6811	0.7111	0.8433
0.4915	7.3036	818	0.7229	0.6752	0.7229	0.8502
0.4915	7.3214	820	0.7189	0.6923	0.7189	0.8479
0.4915	7.3393	822	0.7386	0.6678	0.7386	0.8594
0.4915	7.3571	824	0.7360	0.6735	0.7360	0.8579
0.4915	7.375	826	0.7060	0.6964	0.7060	0.8403
0.4915	7.3929	828	0.6793	0.7066	0.6793	0.8242
0.4915	7.4107	830	0.6848	0.7025	0.6848	0.8275
0.4915	7.4286	832	0.6864	0.6946	0.6864	0.8285
0.4915	7.4464	834	0.7041	0.6946	0.7041	0.8391
0.4915	7.4643	836	0.7079	0.6940	0.7079	0.8414
0.4915	7.4821	838	0.7249	0.6729	0.7249	0.8514
0.4915	7.5	840	0.7667	0.6706	0.7667	0.8756
0.4915	7.5179	842	0.7814	0.6646	0.7814	0.8840
0.4915	7.5357	844	0.7897	0.6655	0.7897	0.8886
0.4915	7.5536	846	0.7768	0.6802	0.7768	0.8814
0.4915	7.5714	848	0.7728	0.6809	0.7728	0.8791
0.4915	7.5893	850	0.7485	0.6744	0.7485	0.8651
0.4915	7.6071	852	0.7009	0.7127	0.7009	0.8372
0.4915	7.625	854	0.6780	0.7039	0.6780	0.8234
0.4915	7.6429	856	0.6853	0.7085	0.6853	0.8278
0.4915	7.6607	858	0.7105	0.6811	0.7105	0.8429
0.4915	7.6786	860	0.7492	0.6703	0.7492	0.8656
0.4915	7.6964	862	0.7717	0.6696	0.7717	0.8784
0.4915	7.7143	864	0.8162	0.6616	0.8162	0.9034
0.4915	7.7321	866	0.8423	0.6759	0.8423	0.9177
0.4915	7.75	868	0.8388	0.6759	0.8388	0.9159
0.4915	7.7679	870	0.8121	0.6673	0.8121	0.9012
0.4915	7.7857	872	0.7914	0.6721	0.7914	0.8896
0.4915	7.8036	874	0.7617	0.6694	0.7617	0.8727
0.4915	7.8214	876	0.7374	0.6735	0.7374	0.8587
0.4915	7.8393	878	0.7412	0.6735	0.7412	0.8609
0.4915	7.8571	880	0.7443	0.6735	0.7443	0.8628
0.4915	7.875	882	0.7202	0.6923	0.7202	0.8487
0.4915	7.8929	884	0.7023	0.6923	0.7023	0.8380
0.4915	7.9107	886	0.6904	0.6857	0.6904	0.8309
0.4915	7.9286	888	0.6818	0.6899	0.6818	0.8257
0.4915	7.9464	890	0.6911	0.6983	0.6911	0.8313
0.4915	7.9643	892	0.7038	0.6923	0.7038	0.8390
0.4915	7.9821	894	0.7390	0.6729	0.7390	0.8597
0.4915	8.0	896	0.7802	0.6721	0.7802	0.8833
0.4915	8.0179	898	0.8171	0.6748	0.8171	0.9039
0.4915	8.0357	900	0.8226	0.6779	0.8226	0.9070
0.4915	8.0536	902	0.7984	0.6779	0.7984	0.8935
0.4915	8.0714	904	0.7655	0.6712	0.7655	0.8749
0.4915	8.0893	906	0.7264	0.6777	0.7264	0.8523
0.4915	8.1071	908	0.7107	0.6983	0.7107	0.8430
0.4915	8.125	910	0.7225	0.6794	0.7225	0.8500
0.4915	8.1429	912	0.7330	0.6777	0.7330	0.8562
0.4915	8.1607	914	0.7417	0.6735	0.7417	0.8612
0.4915	8.1786	916	0.7651	0.6753	0.7651	0.8747
0.4915	8.1964	918	0.8082	0.6771	0.8082	0.8990
0.4915	8.2143	920	0.8568	0.6667	0.8568	0.9256
0.4915	8.2321	922	0.8639	0.6651	0.8639	0.9294
0.4915	8.25	924	0.8725	0.6651	0.8725	0.9341
0.4915	8.2679	926	0.8823	0.6651	0.8823	0.9393
0.4915	8.2857	928	0.8585	0.6642	0.8585	0.9266
0.4915	8.3036	930	0.8239	0.6657	0.8239	0.9077
0.4915	8.3214	932	0.7901	0.6587	0.7901	0.8889
0.4915	8.3393	934	0.7536	0.6525	0.7536	0.8681
0.4915	8.3571	936	0.7375	0.6540	0.7375	0.8588
0.4915	8.375	938	0.7376	0.6540	0.7376	0.8588
0.4915	8.3929	940	0.7469	0.6525	0.7469	0.8642
0.4915	8.4107	942	0.7683	0.6587	0.7683	0.8765
0.4915	8.4286	944	0.7887	0.6587	0.7887	0.8881
0.4915	8.4464	946	0.7977	0.6587	0.7977	0.8931
0.4915	8.4643	948	0.7999	0.6587	0.7999	0.8944
0.4915	8.4821	950	0.7999	0.6587	0.7999	0.8943
0.4915	8.5	952	0.7833	0.6629	0.7833	0.8850
0.4915	8.5179	954	0.7509	0.6567	0.7509	0.8666
0.4915	8.5357	956	0.7271	0.6643	0.7271	0.8527
0.4915	8.5536	958	0.7140	0.6815	0.7140	0.8450
0.4915	8.5714	960	0.7095	0.6779	0.7095	0.8423
0.4915	8.5893	962	0.7103	0.6779	0.7103	0.8428
0.4915	8.6071	964	0.7163	0.6863	0.7163	0.8464
0.4915	8.625	966	0.7365	0.6729	0.7365	0.8582
0.4915	8.6429	968	0.7753	0.6721	0.7753	0.8805
0.4915	8.6607	970	0.8292	0.6773	0.8292	0.9106
0.4915	8.6786	972	0.8867	0.6757	0.8867	0.9416
0.4915	8.6964	974	0.9342	0.6733	0.9342	0.9665
0.4915	8.7143	976	0.9590	0.6726	0.9590	0.9793
0.4915	8.7321	978	0.9560	0.6695	0.9560	0.9778
0.4915	8.75	980	0.9271	0.6782	0.9271	0.9629
0.4915	8.7679	982	0.8990	0.6635	0.8990	0.9481
0.4915	8.7857	984	0.8580	0.6642	0.8580	0.9263
0.4915	8.8036	986	0.8328	0.6657	0.8328	0.9126
0.4915	8.8214	988	0.8309	0.6667	0.8309	0.9115
0.4915	8.8393	990	0.8243	0.6693	0.8243	0.9079
0.4915	8.8571	992	0.8261	0.6693	0.8261	0.9089
0.4915	8.875	994	0.8267	0.6693	0.8267	0.9092
0.4915	8.8929	996	0.8329	0.6588	0.8329	0.9127
0.4915	8.9107	998	0.8372	0.6571	0.8372	0.9150
0.0713	8.9286	1000	0.8241	0.6571	0.8241	0.9078
0.0713	8.9464	1002	0.8067	0.6674	0.8067	0.8982
0.0713	8.9643	1004	0.7822	0.6715	0.7822	0.8844
0.0713	8.9821	1006	0.7607	0.6715	0.7607	0.8722
0.0713	9.0	1008	0.7452	0.6722	0.7452	0.8632
0.0713	9.0179	1010	0.7489	0.6722	0.7489	0.8654
0.0713	9.0357	1012	0.7605	0.6781	0.7605	0.8721
0.0713	9.0536	1014	0.7679	0.6715	0.7679	0.8763
0.0713	9.0714	1016	0.7778	0.6715	0.7778	0.8819
0.0713	9.0893	1018	0.7911	0.6715	0.7911	0.8894
0.0713	9.1071	1020	0.8071	0.6715	0.8071	0.8984
0.0713	9.125	1022	0.8228	0.6657	0.8228	0.9071
0.0713	9.1429	1024	0.8277	0.6657	0.8277	0.9098
0.0713	9.1607	1026	0.8196	0.6657	0.8196	0.9053
0.0713	9.1786	1028	0.8042	0.6587	0.8042	0.8968
0.0713	9.1964	1030	0.7852	0.6587	0.7852	0.8861
0.0713	9.2143	1032	0.7718	0.6629	0.7718	0.8785
0.0713	9.2321	1034	0.7713	0.6629	0.7713	0.8783
0.0713	9.25	1036	0.7703	0.6629	0.7703	0.8776
0.0713	9.2679	1038	0.7731	0.6629	0.7731	0.8792
0.0713	9.2857	1040	0.7741	0.6629	0.7741	0.8798
0.0713	9.3036	1042	0.7795	0.6595	0.7795	0.8829
0.0713	9.3214	1044	0.7875	0.6683	0.7875	0.8874
0.0713	9.3393	1046	0.7981	0.6683	0.7981	0.8933
0.0713	9.3571	1048	0.8141	0.6683	0.8141	0.9023
0.0713	9.375	1050	0.8353	0.6683	0.8353	0.9140
0.0713	9.3929	1052	0.8493	0.6667	0.8493	0.9216
0.0713	9.4107	1054	0.8516	0.6651	0.8516	0.9228
0.0713	9.4286	1056	0.8459	0.6683	0.8459	0.9197
0.0713	9.4464	1058	0.8427	0.6683	0.8427	0.9180
0.0713	9.4643	1060	0.8397	0.6683	0.8397	0.9163
0.0713	9.4821	1062	0.8368	0.6683	0.8368	0.9148
0.0713	9.5	1064	0.8378	0.6683	0.8378	0.9153
0.0713	9.5179	1066	0.8346	0.6683	0.8346	0.9136
0.0713	9.5357	1068	0.8256	0.6674	0.8256	0.9086
0.0713	9.5536	1070	0.8117	0.6715	0.8117	0.9010
0.0713	9.5714	1072	0.7993	0.6715	0.7993	0.8940
0.0713	9.5893	1074	0.7908	0.6715	0.7908	0.8893
0.0713	9.6071	1076	0.7876	0.6715	0.7876	0.8875
0.0713	9.625	1078	0.7862	0.6715	0.7862	0.8867
0.0713	9.6429	1080	0.7874	0.6715	0.7874	0.8874
0.0713	9.6607	1082	0.7845	0.6715	0.7845	0.8857
0.0713	9.6786	1084	0.7805	0.6715	0.7805	0.8835
0.0713	9.6964	1086	0.7793	0.6715	0.7793	0.8828
0.0713	9.7143	1088	0.7784	0.6715	0.7784	0.8823
0.0713	9.7321	1090	0.7781	0.6715	0.7781	0.8821
0.0713	9.75	1092	0.7775	0.6715	0.7775	0.8818
0.0713	9.7679	1094	0.7770	0.6715	0.7770	0.8815
0.0713	9.7857	1096	0.7778	0.6715	0.7778	0.8819
0.0713	9.8036	1098	0.7769	0.6715	0.7769	0.8814
0.0713	9.8214	1100	0.7786	0.6715	0.7786	0.8824
0.0713	9.8393	1102	0.7814	0.6715	0.7814	0.8840
0.0713	9.8571	1104	0.7857	0.6715	0.7857	0.8864
0.0713	9.875	1106	0.7886	0.6715	0.7886	0.8880
0.0713	9.8929	1108	0.7895	0.6715	0.7895	0.8885
0.0713	9.9107	1110	0.7897	0.6715	0.7897	0.8886
0.0713	9.9286	1112	0.7905	0.6715	0.7905	0.8891
0.0713	9.9464	1114	0.7911	0.6715	0.7911	0.8894
0.0713	9.9643	1116	0.7911	0.6715	0.7911	0.8894
0.0713	9.9821	1118	0.7914	0.6715	0.7914	0.8896
0.0713	10.0	1120	0.7914	0.6715	0.7914	0.8896

Framework versions

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