ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k14_task5_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: 0.6855
• Qwk: 0.5413
• Mse: 0.6855
• Rmse: 0.8280

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	0.0556	2	3.8567	-0.0047	3.8567	1.9639
No log	0.1111	4	2.0105	0.0727	2.0105	1.4179
No log	0.1667	6	1.2549	-0.0148	1.2549	1.1202
No log	0.2222	8	1.3524	-0.0245	1.3524	1.1629
No log	0.2778	10	2.0828	0.0342	2.0828	1.4432
No log	0.3333	12	1.9277	0.0733	1.9277	1.3884
No log	0.3889	14	1.3579	-0.0212	1.3579	1.1653
No log	0.4444	16	1.1292	0.2068	1.1292	1.0626
No log	0.5	18	1.0421	0.2140	1.0421	1.0209
No log	0.5556	20	1.0086	0.1504	1.0086	1.0043
No log	0.6111	22	1.0858	0.2873	1.0858	1.0420
No log	0.6667	24	1.0611	0.4051	1.0611	1.0301
No log	0.7222	26	1.0456	0.3014	1.0456	1.0226
No log	0.7778	28	1.1047	0.2004	1.1047	1.0510
No log	0.8333	30	1.1097	0.2030	1.1097	1.0534
No log	0.8889	32	1.0770	0.2100	1.0770	1.0378
No log	0.9444	34	1.0185	0.3540	1.0185	1.0092
No log	1.0	36	1.0004	0.2416	1.0004	1.0002
No log	1.0556	38	1.0030	0.2978	1.0030	1.0015
No log	1.1111	40	0.9584	0.2214	0.9584	0.9790
No log	1.1667	42	1.0020	0.2611	1.0020	1.0010
No log	1.2222	44	0.9942	0.2196	0.9942	0.9971
No log	1.2778	46	0.9484	0.2114	0.9484	0.9738
No log	1.3333	48	0.9981	0.2077	0.9981	0.9991
No log	1.3889	50	1.1638	0.2188	1.1638	1.0788
No log	1.4444	52	1.0401	0.2604	1.0401	1.0199
No log	1.5	54	0.8369	0.4	0.8369	0.9148
No log	1.5556	56	0.9467	0.3541	0.9467	0.9730
No log	1.6111	58	0.9212	0.3666	0.9212	0.9598
No log	1.6667	60	0.8263	0.3876	0.8263	0.9090
No log	1.7222	62	0.8329	0.3961	0.8329	0.9126
No log	1.7778	64	0.9074	0.4025	0.9074	0.9526
No log	1.8333	66	0.9100	0.4273	0.9100	0.9539
No log	1.8889	68	0.7956	0.4516	0.7956	0.8920
No log	1.9444	70	0.7761	0.4019	0.7761	0.8810
No log	2.0	72	0.7772	0.4086	0.7772	0.8816
No log	2.0556	74	0.8137	0.3071	0.8137	0.9021
No log	2.1111	76	0.8306	0.3476	0.8306	0.9114
No log	2.1667	78	0.8998	0.3569	0.8998	0.9486
No log	2.2222	80	0.9731	0.3308	0.9731	0.9865
No log	2.2778	82	0.9680	0.4533	0.9680	0.9839
No log	2.3333	84	0.8660	0.5176	0.8660	0.9306
No log	2.3889	86	0.8541	0.3721	0.8541	0.9242
No log	2.4444	88	0.9334	0.3654	0.9334	0.9661
No log	2.5	90	1.0239	0.2794	1.0239	1.0119
No log	2.5556	92	0.9528	0.2618	0.9528	0.9761
No log	2.6111	94	1.0162	0.2171	1.0162	1.0081
No log	2.6667	96	1.0311	0.2465	1.0311	1.0154
No log	2.7222	98	0.8802	0.3414	0.8802	0.9382
No log	2.7778	100	0.8379	0.4301	0.8379	0.9153
No log	2.8333	102	0.9871	0.3400	0.9871	0.9935
No log	2.8889	104	1.0134	0.3663	1.0134	1.0067
No log	2.9444	106	1.1832	0.3293	1.1832	1.0878
No log	3.0	108	1.0381	0.3744	1.0381	1.0188
No log	3.0556	110	0.7991	0.5680	0.7991	0.8939
No log	3.1111	112	0.8049	0.4734	0.8049	0.8972
No log	3.1667	114	0.7846	0.4644	0.7846	0.8858
No log	3.2222	116	0.8865	0.2873	0.8865	0.9415
No log	3.2778	118	0.8347	0.3658	0.8347	0.9136
No log	3.3333	120	0.7585	0.4822	0.7585	0.8709
No log	3.3889	122	0.7849	0.4472	0.7849	0.8859
No log	3.4444	124	0.7474	0.4914	0.7474	0.8646
No log	3.5	126	0.8043	0.4697	0.8043	0.8968
No log	3.5556	128	0.7462	0.5572	0.7462	0.8638
No log	3.6111	130	0.6858	0.5302	0.6858	0.8281
No log	3.6667	132	0.6944	0.5428	0.6944	0.8333
No log	3.7222	134	0.6680	0.5635	0.6680	0.8173
No log	3.7778	136	0.6674	0.5635	0.6674	0.8169
No log	3.8333	138	0.6549	0.5635	0.6549	0.8093
No log	3.8889	140	0.6604	0.6001	0.6605	0.8127
No log	3.9444	142	0.6668	0.5302	0.6668	0.8166
No log	4.0	144	0.8032	0.5359	0.8032	0.8962
No log	4.0556	146	0.9386	0.4764	0.9386	0.9688
No log	4.1111	148	0.8553	0.4752	0.8553	0.9248
No log	4.1667	150	0.6833	0.4960	0.6833	0.8266
No log	4.2222	152	0.7377	0.4560	0.7377	0.8589
No log	4.2778	154	0.7602	0.4162	0.7602	0.8719
No log	4.3333	156	0.7128	0.5108	0.7128	0.8443
No log	4.3889	158	0.6753	0.6127	0.6753	0.8218
No log	4.4444	160	0.7132	0.5083	0.7132	0.8445
No log	4.5	162	0.9324	0.3847	0.9324	0.9656
No log	4.5556	164	1.0387	0.3744	1.0387	1.0192
No log	4.6111	166	0.8693	0.4284	0.8693	0.9324
No log	4.6667	168	0.7007	0.5712	0.7007	0.8371
No log	4.7222	170	0.7061	0.5202	0.7061	0.8403
No log	4.7778	172	0.6832	0.5060	0.6832	0.8266
No log	4.8333	174	0.7471	0.4714	0.7471	0.8644
No log	4.8889	176	0.8304	0.3864	0.8304	0.9112
No log	4.9444	178	0.8760	0.4407	0.8760	0.9359
No log	5.0	180	0.7323	0.5400	0.7323	0.8557
No log	5.0556	182	0.6686	0.5432	0.6686	0.8177
No log	5.1111	184	0.6772	0.5441	0.6772	0.8229
No log	5.1667	186	0.6485	0.6475	0.6485	0.8053
No log	5.2222	188	0.6540	0.6465	0.6540	0.8087
No log	5.2778	190	0.6348	0.5432	0.6348	0.7967
No log	5.3333	192	0.7258	0.4893	0.7258	0.8520
No log	5.3889	194	0.8572	0.4841	0.8572	0.9259
No log	5.4444	196	0.7389	0.5459	0.7389	0.8596
No log	5.5	198	0.6586	0.5386	0.6586	0.8116
No log	5.5556	200	0.7649	0.5356	0.7649	0.8746
No log	5.6111	202	0.8173	0.4907	0.8173	0.9040
No log	5.6667	204	0.7599	0.4599	0.7599	0.8717
No log	5.7222	206	0.7315	0.5171	0.7315	0.8553
No log	5.7778	208	0.8573	0.4578	0.8573	0.9259
No log	5.8333	210	0.8713	0.4240	0.8713	0.9335
No log	5.8889	212	0.7542	0.4998	0.7542	0.8685
No log	5.9444	214	0.6798	0.5156	0.6798	0.8245
No log	6.0	216	0.7298	0.5433	0.7298	0.8543
No log	6.0556	218	0.7433	0.5618	0.7433	0.8622
No log	6.1111	220	0.6789	0.5605	0.6789	0.8239
No log	6.1667	222	0.6499	0.5635	0.6499	0.8062
No log	6.2222	224	0.6513	0.5647	0.6513	0.8070
No log	6.2778	226	0.6460	0.5626	0.6460	0.8037
No log	6.3333	228	0.6460	0.5274	0.6460	0.8037
No log	6.3889	230	0.6562	0.6073	0.6562	0.8101
No log	6.4444	232	0.6528	0.5505	0.6528	0.8080
No log	6.5	234	0.6521	0.5523	0.6521	0.8075
No log	6.5556	236	0.6653	0.6262	0.6653	0.8156
No log	6.6111	238	0.6951	0.6415	0.6951	0.8337
No log	6.6667	240	0.6934	0.6051	0.6934	0.8327
No log	6.7222	242	0.6610	0.6311	0.6610	0.8130
No log	6.7778	244	0.6322	0.6076	0.6322	0.7951
No log	6.8333	246	0.6479	0.5830	0.6479	0.8049
No log	6.8889	248	0.6476	0.6144	0.6476	0.8047
No log	6.9444	250	0.6123	0.6046	0.6123	0.7825
No log	7.0	252	0.6461	0.6360	0.6461	0.8038
No log	7.0556	254	0.7533	0.5346	0.7533	0.8679
No log	7.1111	256	0.7343	0.5346	0.7343	0.8569
No log	7.1667	258	0.6406	0.6441	0.6406	0.8004
No log	7.2222	260	0.6027	0.6606	0.6027	0.7763
No log	7.2778	262	0.6480	0.5536	0.6480	0.8050
No log	7.3333	264	0.6507	0.5635	0.6507	0.8067
No log	7.3889	266	0.6830	0.5763	0.6830	0.8265
No log	7.4444	268	0.7177	0.5400	0.7177	0.8472
No log	7.5	270	0.6961	0.5688	0.6961	0.8343
No log	7.5556	272	0.6898	0.5415	0.6898	0.8305
No log	7.6111	274	0.7147	0.5312	0.7147	0.8454
No log	7.6667	276	0.6980	0.5300	0.6980	0.8355
No log	7.7222	278	0.7220	0.5748	0.7220	0.8497
No log	7.7778	280	0.7089	0.6035	0.7089	0.8420
No log	7.8333	282	0.7221	0.5648	0.7221	0.8497
No log	7.8889	284	0.6713	0.5726	0.6713	0.8193
No log	7.9444	286	0.6497	0.6123	0.6497	0.8060
No log	8.0	288	0.6483	0.6154	0.6483	0.8052
No log	8.0556	290	0.6544	0.6143	0.6544	0.8090
No log	8.1111	292	0.6580	0.5932	0.6580	0.8111
No log	8.1667	294	0.6609	0.6325	0.6609	0.8129
No log	8.2222	296	0.6619	0.6325	0.6619	0.8135
No log	8.2778	298	0.6578	0.6122	0.6578	0.8110
No log	8.3333	300	0.6565	0.5722	0.6565	0.8102
No log	8.3889	302	0.6837	0.5522	0.6837	0.8269
No log	8.4444	304	0.6979	0.4473	0.6979	0.8354
No log	8.5	306	0.6681	0.5549	0.6681	0.8174
No log	8.5556	308	0.6818	0.5103	0.6818	0.8257
No log	8.6111	310	0.6728	0.5103	0.6728	0.8202
No log	8.6667	312	0.6503	0.5747	0.6503	0.8064
No log	8.7222	314	0.6458	0.6286	0.6458	0.8036
No log	8.7778	316	0.6670	0.6325	0.6670	0.8167
No log	8.8333	318	0.6852	0.5949	0.6852	0.8277
No log	8.8889	320	0.6859	0.5156	0.6859	0.8282
No log	8.9444	322	0.7001	0.4914	0.7001	0.8367
No log	9.0	324	0.7021	0.5156	0.7021	0.8379
No log	9.0556	326	0.7156	0.5131	0.7156	0.8459
No log	9.1111	328	0.7040	0.5490	0.7040	0.8390
No log	9.1667	330	0.6748	0.5490	0.6748	0.8214
No log	9.2222	332	0.6884	0.5318	0.6884	0.8297
No log	9.2778	334	0.6743	0.5585	0.6743	0.8211
No log	9.3333	336	0.6404	0.5943	0.6404	0.8002
No log	9.3889	338	0.6355	0.5712	0.6355	0.7972
No log	9.4444	340	0.6207	0.6065	0.6207	0.7878
No log	9.5	342	0.5865	0.6673	0.5865	0.7658
No log	9.5556	344	0.5939	0.6806	0.5939	0.7707
No log	9.6111	346	0.6301	0.6547	0.6301	0.7938
No log	9.6667	348	0.6054	0.6973	0.6054	0.7781
No log	9.7222	350	0.5955	0.6451	0.5955	0.7717
No log	9.7778	352	0.5922	0.6230	0.5922	0.7695
No log	9.8333	354	0.6473	0.5141	0.6473	0.8045
No log	9.8889	356	0.6376	0.4755	0.6376	0.7985
No log	9.9444	358	0.6163	0.5555	0.6163	0.7851
No log	10.0	360	0.6120	0.5882	0.6120	0.7823
No log	10.0556	362	0.6109	0.6107	0.6109	0.7816
No log	10.1111	364	0.6345	0.6528	0.6345	0.7966
No log	10.1667	366	0.6419	0.6488	0.6419	0.8012
No log	10.2222	368	0.6309	0.6380	0.6309	0.7943
No log	10.2778	370	0.6444	0.6488	0.6444	0.8028
No log	10.3333	372	0.6729	0.6488	0.6729	0.8203
No log	10.3889	374	0.6429	0.5955	0.6429	0.8018
No log	10.4444	376	0.6264	0.5845	0.6264	0.7915
No log	10.5	378	0.6248	0.5955	0.6248	0.7904
No log	10.5556	380	0.6247	0.5955	0.6247	0.7904
No log	10.6111	382	0.6403	0.5485	0.6403	0.8002
No log	10.6667	384	0.6393	0.5246	0.6393	0.7996
No log	10.7222	386	0.6686	0.5103	0.6686	0.8177
No log	10.7778	388	0.7155	0.4812	0.7155	0.8459
No log	10.8333	390	0.7206	0.4812	0.7206	0.8489
No log	10.8889	392	0.6782	0.5292	0.6782	0.8235
No log	10.9444	394	0.6072	0.6973	0.6072	0.7792
No log	11.0	396	0.5812	0.7088	0.5812	0.7624
No log	11.0556	398	0.5760	0.6249	0.5760	0.7589
No log	11.1111	400	0.5962	0.6962	0.5962	0.7721
No log	11.1667	402	0.6305	0.6849	0.6305	0.7940
No log	11.2222	404	0.6220	0.6076	0.6220	0.7887
No log	11.2778	406	0.6277	0.5894	0.6277	0.7923
No log	11.3333	408	0.6536	0.5905	0.6536	0.8084
No log	11.3889	410	0.6365	0.5783	0.6365	0.7978
No log	11.4444	412	0.6329	0.5647	0.6329	0.7956
No log	11.5	414	0.6717	0.6187	0.6717	0.8196
No log	11.5556	416	0.6830	0.6460	0.6830	0.8265
No log	11.6111	418	0.6385	0.6276	0.6385	0.7990
No log	11.6667	420	0.6004	0.6133	0.6004	0.7748
No log	11.7222	422	0.5963	0.6133	0.5963	0.7722
No log	11.7778	424	0.6018	0.6018	0.6018	0.7758
No log	11.8333	426	0.6077	0.6345	0.6077	0.7795
No log	11.8889	428	0.6154	0.6528	0.6154	0.7845
No log	11.9444	430	0.6296	0.6143	0.6296	0.7934
No log	12.0	432	0.6835	0.6221	0.6835	0.8267
No log	12.0556	434	0.6879	0.6305	0.6879	0.8294
No log	12.1111	436	0.6541	0.6539	0.6541	0.8088
No log	12.1667	438	0.6293	0.6345	0.6293	0.7933
No log	12.2222	440	0.6423	0.6143	0.6423	0.8014
No log	12.2778	442	0.6620	0.6629	0.6620	0.8136
No log	12.3333	444	0.6684	0.6629	0.6684	0.8175
No log	12.3889	446	0.6696	0.5874	0.6696	0.8183
No log	12.4444	448	0.6649	0.5635	0.6649	0.8154
No log	12.5	450	0.6568	0.5542	0.6568	0.8105
No log	12.5556	452	0.6580	0.6488	0.6580	0.8112
No log	12.6111	454	0.6825	0.6432	0.6825	0.8261
No log	12.6667	456	0.6462	0.6451	0.6462	0.8038
No log	12.7222	458	0.6231	0.5939	0.6231	0.7894
No log	12.7778	460	0.6290	0.5909	0.6290	0.7931
No log	12.8333	462	0.6308	0.6046	0.6308	0.7943
No log	12.8889	464	0.6719	0.6405	0.6719	0.8197
No log	12.9444	466	0.6863	0.6614	0.6863	0.8285
No log	13.0	468	0.7295	0.5745	0.7295	0.8541
No log	13.0556	470	0.7287	0.6004	0.7287	0.8537
No log	13.1111	472	0.6653	0.6073	0.6653	0.8157
No log	13.1667	474	0.6332	0.6046	0.6332	0.7958
No log	13.2222	476	0.6262	0.5939	0.6262	0.7913
No log	13.2778	478	0.6222	0.5939	0.6222	0.7888
No log	13.3333	480	0.6333	0.6491	0.6333	0.7958
No log	13.3889	482	0.6444	0.6806	0.6444	0.8028
No log	13.4444	484	0.6472	0.6315	0.6472	0.8045
No log	13.5	486	0.6305	0.5871	0.6305	0.7940
No log	13.5556	488	0.6401	0.5694	0.6401	0.8001
No log	13.6111	490	0.6469	0.5694	0.6469	0.8043
No log	13.6667	492	0.6298	0.5977	0.6298	0.7936
No log	13.7222	494	0.6435	0.6380	0.6435	0.8022
No log	13.7778	496	0.7501	0.5602	0.7501	0.8661
No log	13.8333	498	0.8619	0.5499	0.8619	0.9284
0.2847	13.8889	500	0.8322	0.5241	0.8322	0.9123
0.2847	13.9444	502	0.7410	0.5521	0.7410	0.8608
0.2847	14.0	504	0.6566	0.5635	0.6566	0.8103
0.2847	14.0556	506	0.6338	0.5771	0.6338	0.7961
0.2847	14.1111	508	0.6289	0.5771	0.6289	0.7931
0.2847	14.1667	510	0.6195	0.6175	0.6195	0.7871
0.2847	14.2222	512	0.6216	0.5939	0.6216	0.7884
0.2847	14.2778	514	0.6515	0.6035	0.6515	0.8072
0.2847	14.3333	516	0.6644	0.6165	0.6644	0.8151
0.2847	14.3889	518	0.6463	0.5724	0.6463	0.8039
0.2847	14.4444	520	0.6372	0.5536	0.6372	0.7983
0.2847	14.5	522	0.6490	0.5536	0.6490	0.8056
0.2847	14.5556	524	0.6395	0.5536	0.6395	0.7997
0.2847	14.6111	526	0.6362	0.5274	0.6362	0.7976
0.2847	14.6667	528	0.6689	0.5960	0.6689	0.8179
0.2847	14.7222	530	0.7018	0.6315	0.7018	0.8377
0.2847	14.7778	532	0.7467	0.6025	0.7467	0.8641
0.2847	14.8333	534	0.7109	0.6282	0.7109	0.8431
0.2847	14.8889	536	0.6771	0.6510	0.6771	0.8229
0.2847	14.9444	538	0.6579	0.6519	0.6579	0.8111
0.2847	15.0	540	0.6304	0.6229	0.6304	0.7940
0.2847	15.0556	542	0.6066	0.6272	0.6066	0.7788
0.2847	15.1111	544	0.5942	0.6272	0.5942	0.7708
0.2847	15.1667	546	0.6003	0.6054	0.6003	0.7748
0.2847	15.2222	548	0.6143	0.5949	0.6143	0.7838
0.2847	15.2778	550	0.6409	0.5948	0.6409	0.8005
0.2847	15.3333	552	0.6341	0.6282	0.6341	0.7963
0.2847	15.3889	554	0.5961	0.6555	0.5961	0.7721
0.2847	15.4444	556	0.5806	0.6057	0.5806	0.7620
0.2847	15.5	558	0.5840	0.6057	0.5840	0.7642
0.2847	15.5556	560	0.5951	0.6057	0.5951	0.7714
0.2847	15.6111	562	0.6193	0.6087	0.6193	0.7869
0.2847	15.6667	564	0.6407	0.5288	0.6407	0.8004
0.2847	15.7222	566	0.6622	0.5288	0.6622	0.8137
0.2847	15.7778	568	0.6814	0.6187	0.6814	0.8255
0.2847	15.8333	570	0.6848	0.6062	0.6848	0.8275
0.2847	15.8889	572	0.6500	0.5847	0.6500	0.8062
0.2847	15.9444	574	0.6301	0.6272	0.6301	0.7938
0.2847	16.0	576	0.6334	0.6435	0.6334	0.7959
0.2847	16.0556	578	0.6295	0.6134	0.6295	0.7934
0.2847	16.1111	580	0.6283	0.6186	0.6283	0.7926
0.2847	16.1667	582	0.6810	0.5540	0.6810	0.8252
0.2847	16.2222	584	0.7651	0.6238	0.7651	0.8747
0.2847	16.2778	586	0.8015	0.6052	0.8015	0.8953
0.2847	16.3333	588	0.7592	0.5292	0.7592	0.8713
0.2847	16.3889	590	0.6947	0.5823	0.6947	0.8335
0.2847	16.4444	592	0.6598	0.5960	0.6598	0.8123
0.2847	16.5	594	0.6475	0.5960	0.6475	0.8047
0.2847	16.5556	596	0.6435	0.5810	0.6435	0.8022
0.2847	16.6111	598	0.6438	0.5986	0.6438	0.8024
0.2847	16.6667	600	0.6691	0.6395	0.6691	0.8180
0.2847	16.7222	602	0.7263	0.6417	0.7263	0.8522
0.2847	16.7778	604	0.7158	0.6624	0.7158	0.8461
0.2847	16.8333	606	0.6498	0.6614	0.6498	0.8061
0.2847	16.8889	608	0.6024	0.6164	0.6024	0.7761
0.2847	16.9444	610	0.6092	0.5868	0.6092	0.7805
0.2847	17.0	612	0.6261	0.5988	0.6261	0.7912
0.2847	17.0556	614	0.6165	0.5402	0.6165	0.7852
0.2847	17.1111	616	0.6238	0.5735	0.6238	0.7898
0.2847	17.1667	618	0.6323	0.5735	0.6323	0.7952
0.2847	17.2222	620	0.6219	0.6084	0.6219	0.7886
0.2847	17.2778	622	0.6058	0.6076	0.6058	0.7783
0.2847	17.3333	624	0.6026	0.6076	0.6026	0.7763
0.2847	17.3889	626	0.6073	0.6380	0.6073	0.7793
0.2847	17.4444	628	0.6270	0.6014	0.6270	0.7918
0.2847	17.5	630	0.6770	0.5858	0.6770	0.8228
0.2847	17.5556	632	0.7099	0.5872	0.7099	0.8426
0.2847	17.6111	634	0.6971	0.5811	0.6971	0.8349
0.2847	17.6667	636	0.6610	0.5361	0.6610	0.8130
0.2847	17.7222	638	0.6286	0.5862	0.6286	0.7928
0.2847	17.7778	640	0.5993	0.6332	0.5993	0.7741
0.2847	17.8333	642	0.5866	0.6364	0.5866	0.7659
0.2847	17.8889	644	0.5831	0.6364	0.5831	0.7636
0.2847	17.9444	646	0.5994	0.6894	0.5994	0.7742
0.2847	18.0	648	0.6342	0.6751	0.6342	0.7964
0.2847	18.0556	650	0.6740	0.6597	0.6740	0.8209
0.2847	18.1111	652	0.6703	0.6601	0.6703	0.8187
0.2847	18.1667	654	0.6507	0.6601	0.6507	0.8066
0.2847	18.2222	656	0.6261	0.6276	0.6261	0.7913
0.2847	18.2778	658	0.6443	0.5810	0.6443	0.8027
0.2847	18.3333	660	0.6427	0.5862	0.6427	0.8017
0.2847	18.3889	662	0.6249	0.5536	0.6249	0.7905
0.2847	18.4444	664	0.6193	0.5199	0.6193	0.7869
0.2847	18.5	666	0.6073	0.5428	0.6073	0.7793
0.2847	18.5556	668	0.5961	0.6427	0.5961	0.7721
0.2847	18.6111	670	0.5974	0.6272	0.5974	0.7729
0.2847	18.6667	672	0.6070	0.6123	0.6070	0.7791
0.2847	18.7222	674	0.6054	0.5917	0.6054	0.7781
0.2847	18.7778	676	0.6003	0.6154	0.6003	0.7748
0.2847	18.8333	678	0.5992	0.6154	0.5992	0.7741
0.2847	18.8889	680	0.6035	0.5820	0.6035	0.7769
0.2847	18.9444	682	0.6108	0.6124	0.6108	0.7815
0.2847	19.0	684	0.6131	0.6005	0.6131	0.7830
0.2847	19.0556	686	0.6102	0.6154	0.6102	0.7812
0.2847	19.1111	688	0.6218	0.5590	0.6218	0.7886
0.2847	19.1667	690	0.6324	0.5585	0.6324	0.7952
0.2847	19.2222	692	0.6475	0.5698	0.6475	0.8047
0.2847	19.2778	694	0.6392	0.5585	0.6392	0.7995
0.2847	19.3333	696	0.6245	0.5040	0.6245	0.7903
0.2847	19.3889	698	0.6227	0.5302	0.6227	0.7891
0.2847	19.4444	700	0.6187	0.5302	0.6187	0.7866
0.2847	19.5	702	0.6125	0.5771	0.6125	0.7826
0.2847	19.5556	704	0.6144	0.6001	0.6144	0.7838
0.2847	19.6111	706	0.6177	0.5972	0.6177	0.7860
0.2847	19.6667	708	0.6296	0.5585	0.6296	0.7934
0.2847	19.7222	710	0.6348	0.5585	0.6348	0.7967
0.2847	19.7778	712	0.6250	0.6084	0.6250	0.7906
0.2847	19.8333	714	0.6192	0.5771	0.6192	0.7869
0.2847	19.8889	716	0.6197	0.5771	0.6197	0.7872
0.2847	19.9444	718	0.6314	0.5419	0.6314	0.7946
0.2847	20.0	720	0.6555	0.6187	0.6555	0.8096
0.2847	20.0556	722	0.6926	0.5898	0.6926	0.8322
0.2847	20.1111	724	0.6724	0.5898	0.6724	0.8200
0.2847	20.1667	726	0.6297	0.6265	0.6297	0.7936
0.2847	20.2222	728	0.5959	0.6084	0.5959	0.7720
0.2847	20.2778	730	0.5834	0.6076	0.5834	0.7638
0.2847	20.3333	732	0.5822	0.6292	0.5822	0.7630
0.2847	20.3889	734	0.5858	0.6217	0.5858	0.7654
0.2847	20.4444	736	0.5852	0.6517	0.5852	0.7650
0.2847	20.5	738	0.5885	0.6332	0.5885	0.7671
0.2847	20.5556	740	0.5976	0.6084	0.5976	0.7731
0.2847	20.6111	742	0.6293	0.6789	0.6293	0.7933
0.2847	20.6667	744	0.6206	0.7126	0.6206	0.7878
0.2847	20.7222	746	0.5897	0.6566	0.5897	0.7679
0.2847	20.7778	748	0.5703	0.6400	0.5703	0.7552
0.2847	20.8333	750	0.5851	0.6292	0.5851	0.7649
0.2847	20.8889	752	0.5902	0.6400	0.5902	0.7683
0.2847	20.9444	754	0.5956	0.6046	0.5956	0.7718
0.2847	21.0	756	0.6244	0.6325	0.6244	0.7902
0.2847	21.0556	758	0.6590	0.6731	0.6590	0.8118
0.2847	21.1111	760	0.6726	0.6584	0.6726	0.8201
0.2847	21.1667	762	0.6502	0.6639	0.6502	0.8063
0.2847	21.2222	764	0.6226	0.6301	0.6226	0.7891
0.2847	21.2778	766	0.6148	0.6335	0.6148	0.7841
0.2847	21.3333	768	0.6043	0.5833	0.6043	0.7774
0.2847	21.3889	770	0.6159	0.5735	0.6159	0.7848
0.2847	21.4444	772	0.6335	0.6311	0.6335	0.7960
0.2847	21.5	774	0.6453	0.6311	0.6453	0.8033
0.2847	21.5556	776	0.6460	0.6387	0.6460	0.8037
0.2847	21.6111	778	0.6428	0.6387	0.6428	0.8018
0.2847	21.6667	780	0.6158	0.6276	0.6158	0.7847
0.2847	21.7222	782	0.5836	0.6018	0.5836	0.7640
0.2847	21.7778	784	0.5850	0.6018	0.5850	0.7649
0.2847	21.8333	786	0.6241	0.6965	0.6241	0.7900
0.2847	21.8889	788	0.6694	0.6691	0.6694	0.8182
0.2847	21.9444	790	0.7000	0.5707	0.7000	0.8367
0.2847	22.0	792	0.6932	0.5610	0.6932	0.8326
0.2847	22.0556	794	0.6666	0.5585	0.6666	0.8165
0.2847	22.1111	796	0.6478	0.5978	0.6478	0.8049
0.2847	22.1667	798	0.6470	0.5978	0.6470	0.8044
0.2847	22.2222	800	0.6444	0.5949	0.6444	0.8027
0.2847	22.2778	802	0.6310	0.5835	0.6310	0.7944
0.2847	22.3333	804	0.6230	0.6165	0.6230	0.7893
0.2847	22.3889	806	0.6111	0.6175	0.6111	0.7817
0.2847	22.4444	808	0.6115	0.6175	0.6115	0.7820
0.2847	22.5	810	0.6173	0.6175	0.6173	0.7857
0.2847	22.5556	812	0.6244	0.5833	0.6244	0.7902
0.2847	22.6111	814	0.6289	0.5610	0.6289	0.7930
0.2847	22.6667	816	0.6412	0.5722	0.6412	0.8008
0.2847	22.7222	818	0.6494	0.6073	0.6494	0.8058
0.2847	22.7778	820	0.6363	0.5722	0.6363	0.7977
0.2847	22.8333	822	0.6170	0.5955	0.6170	0.7855
0.2847	22.8889	824	0.6118	0.5955	0.6118	0.7821
0.2847	22.9444	826	0.6159	0.5955	0.6159	0.7848
0.2847	23.0	828	0.6331	0.6345	0.6331	0.7957
0.2847	23.0556	830	0.6494	0.7107	0.6494	0.8058
0.2847	23.1111	832	0.6479	0.7107	0.6479	0.8049
0.2847	23.1667	834	0.6546	0.7059	0.6546	0.8091
0.2847	23.2222	836	0.6336	0.6276	0.6336	0.7960
0.2847	23.2778	838	0.6199	0.5746	0.6199	0.7873
0.2847	23.3333	840	0.6087	0.5983	0.6087	0.7802
0.2847	23.3889	842	0.6022	0.6107	0.6022	0.7760
0.2847	23.4444	844	0.5924	0.6107	0.5924	0.7697
0.2847	23.5	846	0.5919	0.6076	0.5919	0.7694
0.2847	23.5556	848	0.6075	0.5833	0.6075	0.7794
0.2847	23.6111	850	0.6505	0.6425	0.6505	0.8066
0.2847	23.6667	852	0.7066	0.5319	0.7066	0.8406
0.2847	23.7222	854	0.7122	0.5686	0.7122	0.8439
0.2847	23.7778	856	0.6887	0.6425	0.6887	0.8299
0.2847	23.8333	858	0.6637	0.5288	0.6637	0.8147
0.2847	23.8889	860	0.6477	0.5183	0.6477	0.8048
0.2847	23.9444	862	0.6407	0.5886	0.6407	0.8004
0.2847	24.0	864	0.6519	0.5949	0.6519	0.8074
0.2847	24.0556	866	0.6675	0.5823	0.6675	0.8170
0.2847	24.1111	868	0.6764	0.5823	0.6764	0.8224
0.2847	24.1667	870	0.6723	0.5823	0.6723	0.8199
0.2847	24.2222	872	0.6757	0.5774	0.6757	0.8220
0.2847	24.2778	874	0.6744	0.5798	0.6744	0.8212
0.2847	24.3333	876	0.6789	0.5823	0.6789	0.8239
0.2847	24.3889	878	0.6734	0.5850	0.6734	0.8206
0.2847	24.4444	880	0.6870	0.5377	0.6870	0.8289
0.2847	24.5	882	0.7048	0.5245	0.7048	0.8395
0.2847	24.5556	884	0.7310	0.4862	0.7310	0.8550
0.2847	24.6111	886	0.7416	0.5333	0.7416	0.8612
0.2847	24.6667	888	0.7404	0.5305	0.7404	0.8604
0.2847	24.7222	890	0.7395	0.5516	0.7395	0.8600
0.2847	24.7778	892	0.6984	0.6003	0.6984	0.8357
0.2847	24.8333	894	0.6652	0.5597	0.6652	0.8156
0.2847	24.8889	896	0.6622	0.5859	0.6622	0.8138
0.2847	24.9444	898	0.6877	0.6003	0.6877	0.8293
0.2847	25.0	900	0.7448	0.6199	0.7448	0.8630
0.2847	25.0556	902	0.7583	0.5766	0.7583	0.8708
0.2847	25.1111	904	0.7078	0.5425	0.7078	0.8413
0.2847	25.1667	906	0.6901	0.5847	0.6901	0.8307
0.2847	25.2222	908	0.6859	0.5886	0.6859	0.8282
0.2847	25.2778	910	0.6908	0.6013	0.6908	0.8312
0.2847	25.3333	912	0.6985	0.5886	0.6985	0.8357
0.2847	25.3889	914	0.7103	0.5874	0.7103	0.8428
0.2847	25.4444	916	0.7158	0.5746	0.7158	0.8461
0.2847	25.5	918	0.7048	0.5490	0.7048	0.8395
0.2847	25.5556	920	0.6942	0.5823	0.6942	0.8332
0.2847	25.6111	922	0.6721	0.5698	0.6721	0.8198
0.2847	25.6667	924	0.6472	0.6122	0.6472	0.8045
0.2847	25.7222	926	0.6380	0.5786	0.6380	0.7987
0.2847	25.7778	928	0.6607	0.5975	0.6607	0.8128
0.2847	25.8333	930	0.6993	0.6240	0.6993	0.8362
0.2847	25.8889	932	0.7207	0.6240	0.7207	0.8490
0.2847	25.9444	934	0.7264	0.5763	0.7264	0.8523
0.2847	26.0	936	0.7007	0.5883	0.7007	0.8370
0.2847	26.0556	938	0.6524	0.5746	0.6524	0.8077
0.2847	26.1111	940	0.6373	0.5048	0.6373	0.7983
0.2847	26.1667	942	0.6379	0.5185	0.6379	0.7987
0.2847	26.2222	944	0.6334	0.4929	0.6334	0.7958
0.2847	26.2778	946	0.6314	0.5735	0.6314	0.7946
0.2847	26.3333	948	0.6368	0.5735	0.6368	0.7980
0.2847	26.3889	950	0.6380	0.6252	0.6380	0.7988
0.2847	26.4444	952	0.6360	0.6360	0.6360	0.7975
0.2847	26.5	954	0.6338	0.6833	0.6338	0.7961
0.2847	26.5556	956	0.6416	0.6539	0.6416	0.8010
0.2847	26.6111	958	0.6542	0.6539	0.6542	0.8088
0.2847	26.6667	960	0.6581	0.6387	0.6581	0.8112
0.2847	26.7222	962	0.6544	0.6073	0.6544	0.8090
0.2847	26.7778	964	0.6492	0.6232	0.6492	0.8057
0.2847	26.8333	966	0.6491	0.6232	0.6491	0.8057
0.2847	26.8889	968	0.6582	0.6105	0.6582	0.8113
0.2847	26.9444	970	0.6736	0.5823	0.6736	0.8207
0.2847	27.0	972	0.7068	0.6003	0.7068	0.8407
0.2847	27.0556	974	0.7022	0.6003	0.7022	0.8380
0.2847	27.1111	976	0.6549	0.5949	0.6549	0.8093
0.2847	27.1667	978	0.6311	0.5722	0.6311	0.7944
0.2847	27.2222	980	0.6442	0.5810	0.6442	0.8027
0.2847	27.2778	982	0.6737	0.5688	0.6737	0.8208
0.2847	27.3333	984	0.6768	0.5472	0.6768	0.8227
0.2847	27.3889	986	0.6680	0.5597	0.6680	0.8173
0.2847	27.4444	988	0.6575	0.5874	0.6575	0.8109
0.2847	27.5	990	0.6607	0.5874	0.6607	0.8129
0.2847	27.5556	992	0.6796	0.5746	0.6796	0.8244
0.2847	27.6111	994	0.7088	0.5490	0.7088	0.8419
0.2847	27.6667	996	0.7436	0.5721	0.7436	0.8623
0.2847	27.7222	998	0.7542	0.5925	0.7542	0.8685
0.0594	27.7778	1000	0.7582	0.5925	0.7582	0.8708
0.0594	27.8333	1002	0.7253	0.5823	0.7253	0.8516
0.0594	27.8889	1004	0.6910	0.5597	0.6910	0.8313
0.0594	27.9444	1006	0.6802	0.5978	0.6802	0.8248
0.0594	28.0	1008	0.6638	0.5746	0.6638	0.8147
0.0594	28.0556	1010	0.6607	0.5746	0.6607	0.8128
0.0594	28.1111	1012	0.6668	0.5746	0.6668	0.8166
0.0594	28.1667	1014	0.6785	0.6105	0.6785	0.8237
0.0594	28.2222	1016	0.6904	0.6105	0.6904	0.8309
0.0594	28.2778	1018	0.7061	0.6301	0.7061	0.8403
0.0594	28.3333	1020	0.6891	0.6105	0.6891	0.8301
0.0594	28.3889	1022	0.6731	0.6105	0.6731	0.8204
0.0594	28.4444	1024	0.6662	0.5874	0.6662	0.8162
0.0594	28.5	1026	0.6543	0.5874	0.6543	0.8089
0.0594	28.5556	1028	0.6622	0.6105	0.6622	0.8137
0.0594	28.6111	1030	0.6717	0.5798	0.6717	0.8196
0.0594	28.6667	1032	0.6847	0.5883	0.6847	0.8275
0.0594	28.7222	1034	0.6991	0.5062	0.6991	0.8362
0.0594	28.7778	1036	0.6937	0.5062	0.6937	0.8329
0.0594	28.8333	1038	0.6855	0.5413	0.6855	0.8280

Framework versions

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