ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task3_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: 0.7967
• Qwk: -0.1131
• Mse: 0.7967
• Rmse: 0.8926

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	0.1111	2	3.6718	-0.0058	3.6718	1.9162
No log	0.2222	4	1.8808	0.0772	1.8808	1.3714
No log	0.3333	6	1.2668	0.0	1.2668	1.1255
No log	0.4444	8	1.0847	0.0156	1.0847	1.0415
No log	0.5556	10	1.0538	0.0196	1.0538	1.0265
No log	0.6667	12	1.1573	-0.0164	1.1573	1.0758
No log	0.7778	14	0.9274	0.0741	0.9274	0.9630
No log	0.8889	16	0.9163	0.1223	0.9163	0.9573
No log	1.0	18	0.8260	0.0826	0.8260	0.9088
No log	1.1111	20	0.9122	-0.0049	0.9122	0.9551
No log	1.2222	22	0.9395	-0.0067	0.9395	0.9693
No log	1.3333	24	1.0843	-0.0435	1.0843	1.0413
No log	1.4444	26	1.2016	0.0083	1.2016	1.0962
No log	1.5556	28	0.9426	-0.0031	0.9426	0.9709
No log	1.6667	30	0.9249	-0.0253	0.9249	0.9617
No log	1.7778	32	0.8447	-0.1708	0.8447	0.9191
No log	1.8889	34	1.1750	-0.0959	1.1750	1.0840
No log	2.0	36	1.4500	-0.1001	1.4500	1.2042
No log	2.1111	38	1.0734	-0.0606	1.0734	1.0361
No log	2.2222	40	0.8806	-0.1255	0.8806	0.9384
No log	2.3333	42	0.9653	-0.0894	0.9653	0.9825
No log	2.4444	44	1.3855	-0.0457	1.3855	1.1771
No log	2.5556	46	1.2154	0.0217	1.2154	1.1025
No log	2.6667	48	0.7731	0.0334	0.7730	0.8792
No log	2.7778	50	0.7501	-0.0101	0.7501	0.8661
No log	2.8889	52	0.8079	-0.1249	0.8079	0.8988
No log	3.0	54	0.9440	-0.0200	0.9440	0.9716
No log	3.1111	56	0.9082	-0.0490	0.9082	0.9530
No log	3.2222	58	0.8205	-0.0309	0.8205	0.9058
No log	3.3333	60	0.7438	-0.0101	0.7438	0.8624
No log	3.4444	62	0.8074	0.0225	0.8074	0.8985
No log	3.5556	64	0.8668	0.0129	0.8668	0.9310
No log	3.6667	66	0.7812	-0.0609	0.7812	0.8839
No log	3.7778	68	0.7916	-0.0571	0.7916	0.8897
No log	3.8889	70	0.8934	-0.0743	0.8934	0.9452
No log	4.0	72	1.1863	-0.1273	1.1863	1.0892
No log	4.1111	74	0.9675	-0.0852	0.9675	0.9836
No log	4.2222	76	0.7714	-0.0096	0.7714	0.8783
No log	4.3333	78	0.8442	-0.1201	0.8442	0.9188
No log	4.4444	80	0.8042	-0.0427	0.8042	0.8968
No log	4.5556	82	0.9902	-0.0862	0.9902	0.9951
No log	4.6667	84	1.4231	-0.0720	1.4231	1.1929
No log	4.7778	86	1.8135	-0.0479	1.8135	1.3467
No log	4.8889	88	1.4951	-0.0974	1.4951	1.2227
No log	5.0	90	1.0468	-0.1096	1.0468	1.0231
No log	5.1111	92	0.8440	-0.0798	0.8440	0.9187
No log	5.2222	94	0.8875	-0.0904	0.8875	0.9421
No log	5.3333	96	0.8461	0.0027	0.8461	0.9198
No log	5.4444	98	1.1364	-0.0513	1.1364	1.0660
No log	5.5556	100	1.4343	-0.0638	1.4343	1.1976
No log	5.6667	102	1.0464	-0.0870	1.0464	1.0229
No log	5.7778	104	0.8216	0.0247	0.8216	0.9064
No log	5.8889	106	0.9235	-0.1209	0.9235	0.9610
No log	6.0	108	1.1482	-0.0211	1.1482	1.0715
No log	6.1111	110	0.9227	-0.0746	0.9227	0.9606
No log	6.2222	112	0.9884	-0.0809	0.9884	0.9942
No log	6.3333	114	1.3489	-0.1569	1.3489	1.1614
No log	6.4444	116	1.1525	-0.0468	1.1525	1.0735
No log	6.5556	118	1.0614	0.0320	1.0614	1.0303
No log	6.6667	120	0.9239	0.0880	0.9239	0.9612
No log	6.7778	122	0.8989	0.0586	0.8989	0.9481
No log	6.8889	124	1.0457	-0.1131	1.0457	1.0226
No log	7.0	126	0.9106	0.0087	0.9106	0.9543
No log	7.1111	128	0.9948	-0.1134	0.9948	0.9974
No log	7.2222	130	1.0287	-0.1872	1.0287	1.0142
No log	7.3333	132	1.1727	-0.1566	1.1727	1.0829
No log	7.4444	134	0.9724	-0.1597	0.9724	0.9861
No log	7.5556	136	0.8400	0.0821	0.8400	0.9165
No log	7.6667	138	0.8440	0.0282	0.8440	0.9187
No log	7.7778	140	1.0947	-0.1234	1.0947	1.0463
No log	7.8889	142	0.8967	0.0525	0.8967	0.9470
No log	8.0	144	0.8193	-0.1266	0.8193	0.9051
No log	8.1111	146	0.8233	-0.1204	0.8233	0.9074
No log	8.2222	148	0.9645	-0.0076	0.9645	0.9821
No log	8.3333	150	1.2879	-0.0925	1.2879	1.1348
No log	8.4444	152	0.9583	-0.0309	0.9583	0.9789
No log	8.5556	154	0.8988	-0.1354	0.8988	0.9481
No log	8.6667	156	0.8639	-0.1597	0.8639	0.9295
No log	8.7778	158	0.9189	0.0062	0.9189	0.9586
No log	8.8889	160	0.9455	-0.0008	0.9455	0.9724
No log	9.0	162	0.9834	0.0526	0.9834	0.9917
No log	9.1111	164	0.7955	0.0282	0.7955	0.8919
No log	9.2222	166	0.7593	-0.0541	0.7593	0.8714
No log	9.3333	168	0.7590	-0.0062	0.7590	0.8712
No log	9.4444	170	0.8804	0.0016	0.8804	0.9383
No log	9.5556	172	0.9439	-0.0828	0.9439	0.9716
No log	9.6667	174	0.8622	-0.0056	0.8622	0.9286
No log	9.7778	176	0.8890	-0.1354	0.8890	0.9429
No log	9.8889	178	0.8929	0.0934	0.8929	0.9450
No log	10.0	180	0.9165	-0.0573	0.9165	0.9573
No log	10.1111	182	0.9863	-0.1155	0.9863	0.9931
No log	10.2222	184	1.2406	-0.2215	1.2406	1.1138
No log	10.3333	186	1.0159	-0.1219	1.0159	1.0079
No log	10.4444	188	0.8279	0.0375	0.8279	0.9099
No log	10.5556	190	0.8280	0.0375	0.8280	0.9100
No log	10.6667	192	0.9254	-0.0767	0.9254	0.9620
No log	10.7778	194	0.9281	-0.0767	0.9281	0.9634
No log	10.8889	196	0.8561	-0.0170	0.8561	0.9253
No log	11.0	198	0.8681	-0.0228	0.8681	0.9317
No log	11.1111	200	0.8859	-0.0295	0.8859	0.9412
No log	11.2222	202	0.8528	-0.0145	0.8528	0.9235
No log	11.3333	204	0.9355	-0.0778	0.9355	0.9672
No log	11.4444	206	0.9510	-0.0797	0.9510	0.9752
No log	11.5556	208	0.9526	-0.0471	0.9526	0.9760
No log	11.6667	210	0.8944	-0.0425	0.8944	0.9457
No log	11.7778	212	0.8148	0.0247	0.8148	0.9027
No log	11.8889	214	0.7966	-0.0560	0.7966	0.8925
No log	12.0	216	0.8195	-0.0145	0.8195	0.9053
No log	12.1111	218	0.9017	-0.0409	0.9017	0.9496
No log	12.2222	220	1.0764	-0.1558	1.0764	1.0375
No log	12.3333	222	0.9047	-0.0409	0.9047	0.9511
No log	12.4444	224	0.8014	0.0828	0.8014	0.8952
No log	12.5556	226	0.8078	0.0338	0.8078	0.8988
No log	12.6667	228	0.8637	-0.0355	0.8637	0.9294
No log	12.7778	230	0.9260	-0.0456	0.9260	0.9623
No log	12.8889	232	0.8174	0.0355	0.8174	0.9041
No log	13.0	234	0.7914	0.0030	0.7914	0.8896
No log	13.1111	236	0.8121	-0.0859	0.8121	0.9012
No log	13.2222	238	0.8200	0.0376	0.8200	0.9055
No log	13.3333	240	0.8132	-0.0113	0.8132	0.9018
No log	13.4444	242	0.8490	-0.0240	0.8490	0.9214
No log	13.5556	244	0.9230	-0.0008	0.9230	0.9608
No log	13.6667	246	0.8781	-0.0735	0.8781	0.9370
No log	13.7778	248	0.8311	-0.0195	0.8311	0.9117
No log	13.8889	250	0.8821	-0.0391	0.8821	0.9392
No log	14.0	252	0.9189	-0.0054	0.9189	0.9586
No log	14.1111	254	0.9519	-0.0097	0.9519	0.9757
No log	14.2222	256	0.9711	-0.0157	0.9711	0.9855
No log	14.3333	258	0.9843	-0.0157	0.9843	0.9921
No log	14.4444	260	0.8189	-0.0228	0.8189	0.9049
No log	14.5556	262	0.8124	-0.0967	0.8124	0.9014
No log	14.6667	264	0.8405	-0.0902	0.8405	0.9168
No log	14.7778	266	0.7953	-0.0513	0.7953	0.8918
No log	14.8889	268	0.9144	-0.0118	0.9144	0.9562
No log	15.0	270	1.1156	-0.0937	1.1156	1.0562
No log	15.1111	272	1.0124	0.0086	1.0124	1.0062
No log	15.2222	274	0.8398	-0.0163	0.8398	0.9164
No log	15.3333	276	0.8399	-0.0541	0.8399	0.9164
No log	15.4444	278	0.9228	0.0065	0.9228	0.9606
No log	15.5556	280	0.9611	0.0038	0.9611	0.9803
No log	15.6667	282	0.9555	0.0040	0.9555	0.9775
No log	15.7778	284	0.9160	0.0134	0.9160	0.9571
No log	15.8889	286	0.8746	0.0444	0.8746	0.9352
No log	16.0	288	0.8809	-0.1155	0.8809	0.9386
No log	16.1111	290	0.8618	-0.0127	0.8618	0.9283
No log	16.2222	292	0.8295	0.0308	0.8295	0.9108
No log	16.3333	294	0.7968	-0.0195	0.7968	0.8927
No log	16.4444	296	0.7626	-0.0541	0.7626	0.8733
No log	16.5556	298	0.7445	-0.0541	0.7445	0.8628
No log	16.6667	300	0.8136	-0.0336	0.8136	0.9020
No log	16.7778	302	0.8160	0.0123	0.8160	0.9033
No log	16.8889	304	0.8042	0.0152	0.8042	0.8968
No log	17.0	306	0.7770	-0.0030	0.7770	0.8815
No log	17.1111	308	0.7919	0.0122	0.7919	0.8899
No log	17.2222	310	0.7870	0.0341	0.7870	0.8871
No log	17.3333	312	0.9742	-0.0845	0.9742	0.9870
No log	17.4444	314	1.0651	-0.0563	1.0651	1.0321
No log	17.5556	316	0.8691	0.0041	0.8691	0.9323
No log	17.6667	318	0.8108	-0.0228	0.8108	0.9005
No log	17.7778	320	0.7973	-0.0118	0.7973	0.8929
No log	17.8889	322	0.7734	0.0	0.7734	0.8794
No log	18.0	324	0.7773	-0.1168	0.7773	0.8817
No log	18.1111	326	0.8315	0.0183	0.8315	0.9118
No log	18.2222	328	0.8119	-0.0690	0.8119	0.9011
No log	18.3333	330	0.7739	-0.0032	0.7739	0.8797
No log	18.4444	332	0.7720	0.0	0.7720	0.8786
No log	18.5556	334	0.8143	0.0152	0.8143	0.9024
No log	18.6667	336	0.8400	-0.0778	0.8400	0.9165
No log	18.7778	338	0.8030	0.0247	0.8030	0.8961
No log	18.8889	340	0.7837	-0.0627	0.7837	0.8852
No log	19.0	342	0.7999	-0.0690	0.7999	0.8944
No log	19.1111	344	0.8342	-0.0755	0.8342	0.9134
No log	19.2222	346	0.9229	-0.0799	0.9229	0.9607
No log	19.3333	348	0.9647	-0.0471	0.9647	0.9822
No log	19.4444	350	0.9082	-0.0425	0.9082	0.9530
No log	19.5556	352	0.8646	-0.0373	0.8646	0.9299
No log	19.6667	354	0.7967	-0.0704	0.7967	0.8926
No log	19.7778	356	0.7725	0.0436	0.7725	0.8789
No log	19.8889	358	0.7677	0.0436	0.7677	0.8762
No log	20.0	360	0.7754	0.0436	0.7754	0.8806
No log	20.1111	362	0.7731	-0.0560	0.7731	0.8793
No log	20.2222	364	0.7759	-0.0152	0.7759	0.8809
No log	20.3333	366	0.8982	-0.0031	0.8982	0.9477
No log	20.4444	368	1.0089	-0.0966	1.0089	1.0044
No log	20.5556	370	0.9335	-0.0175	0.9335	0.9662
No log	20.6667	372	0.8104	-0.0252	0.8104	0.9002
No log	20.7778	374	0.7303	-0.0065	0.7303	0.8546
No log	20.8889	376	0.7739	-0.1010	0.7739	0.8797
No log	21.0	378	0.7670	-0.0493	0.7670	0.8758
No log	21.1111	380	0.7501	-0.0096	0.7501	0.8661
No log	21.2222	382	0.8577	-0.0031	0.8577	0.9261
No log	21.3333	384	0.9166	-0.0486	0.9166	0.9574
No log	21.4444	386	0.8422	0.0123	0.8422	0.9177
No log	21.5556	388	0.7854	-0.0204	0.7854	0.8862
No log	21.6667	390	0.7508	-0.0062	0.7508	0.8665
No log	21.7778	392	0.7502	-0.0096	0.7502	0.8661
No log	21.8889	394	0.7958	-0.0274	0.7958	0.8921
No log	22.0	396	0.8496	-0.0355	0.8496	0.9218
No log	22.1111	398	0.7849	0.0152	0.7849	0.8860
No log	22.2222	400	0.7431	-0.0204	0.7431	0.8620
No log	22.3333	402	0.7163	-0.0096	0.7163	0.8463
No log	22.4444	404	0.7177	0.0355	0.7177	0.8472
No log	22.5556	406	0.7969	0.0909	0.7969	0.8927
No log	22.6667	408	0.8245	-0.0079	0.8245	0.9080
No log	22.7778	410	0.7661	0.0999	0.7661	0.8753
No log	22.8889	412	0.7020	0.0355	0.7020	0.8378
No log	23.0	414	0.7214	-0.0065	0.7214	0.8494
No log	23.1111	416	0.7618	-0.0560	0.7618	0.8728
No log	23.2222	418	0.7955	-0.0493	0.7955	0.8919
No log	23.3333	420	0.7616	-0.0532	0.7616	0.8727
No log	23.4444	422	0.7480	-0.0204	0.7480	0.8649
No log	23.5556	424	0.7668	0.0680	0.7668	0.8757
No log	23.6667	426	0.9044	0.0912	0.9044	0.9510
No log	23.7778	428	1.0030	-0.0359	1.0030	1.0015
No log	23.8889	430	0.8944	0.1846	0.8944	0.9457
No log	24.0	432	0.7554	-0.0274	0.7554	0.8691
No log	24.1111	434	0.7099	-0.0609	0.7099	0.8426
No log	24.2222	436	0.7436	-0.0033	0.7436	0.8623
No log	24.3333	438	0.7347	-0.0152	0.7347	0.8572
No log	24.4444	440	0.7632	0.0152	0.7632	0.8736
No log	24.5556	442	0.8463	-0.0097	0.8463	0.9200
No log	24.6667	444	0.8815	0.0250	0.8815	0.9389
No log	24.7778	446	0.8557	0.0719	0.8557	0.9250
No log	24.8889	448	0.7870	0.0214	0.7870	0.8871
No log	25.0	450	0.7781	-0.0179	0.7781	0.8821
No log	25.1111	452	0.7888	-0.0059	0.7888	0.8881
No log	25.2222	454	0.7939	-0.0059	0.7939	0.8910
No log	25.3333	456	0.7995	0.0318	0.7995	0.8941
No log	25.4444	458	0.8670	-0.0373	0.8670	0.9311
No log	25.5556	460	0.8947	-0.0097	0.8947	0.9459
No log	25.6667	462	0.8986	-0.0486	0.8986	0.9480
No log	25.7778	464	0.8640	0.0016	0.8640	0.9295
No log	25.8889	466	0.8247	-0.0704	0.8247	0.9081
No log	26.0	468	0.8266	-0.0567	0.8266	0.9092
No log	26.1111	470	0.8438	-0.1131	0.8438	0.9186
No log	26.2222	472	0.8491	-0.0240	0.8491	0.9215
No log	26.3333	474	0.8588	-0.1197	0.8588	0.9267
No log	26.4444	476	0.8465	-0.0788	0.8465	0.9200
No log	26.5556	478	0.8327	-0.0355	0.8327	0.9125
No log	26.6667	480	0.8132	0.0068	0.8132	0.9018
No log	26.7778	482	0.8145	0.0152	0.8145	0.9025
No log	26.8889	484	0.8194	-0.0252	0.8194	0.9052
No log	27.0	486	0.7730	-0.1158	0.7730	0.8792
No log	27.1111	488	0.7729	-0.1153	0.7729	0.8791
No log	27.2222	490	0.7852	-0.0125	0.7852	0.8861
No log	27.3333	492	0.7910	0.0318	0.7910	0.8894
No log	27.4444	494	0.7938	0.0395	0.7938	0.8910
No log	27.5556	496	0.8106	-0.0252	0.8106	0.9003
No log	27.6667	498	0.8171	-0.0228	0.8171	0.9039
0.234	27.7778	500	0.8482	-0.0743	0.8482	0.9210
0.234	27.8889	502	0.9500	0.0067	0.9500	0.9747
0.234	28.0	504	0.9586	0.0067	0.9586	0.9791
0.234	28.1111	506	0.8493	-0.0746	0.8493	0.9216
0.234	28.2222	508	0.7994	-0.0859	0.7994	0.8941
0.234	28.3333	510	0.9184	0.0363	0.9184	0.9583
0.234	28.4444	512	0.9855	-0.0492	0.9855	0.9927
0.234	28.5556	514	0.8832	-0.1905	0.8832	0.9398
0.234	28.6667	516	0.8235	-0.1163	0.8235	0.9075
0.234	28.7778	518	0.9438	-0.0097	0.9438	0.9715
0.234	28.8889	520	1.0363	-0.1550	1.0363	1.0180
0.234	29.0	522	1.0608	-0.0411	1.0608	1.0300
0.234	29.1111	524	1.0687	-0.0411	1.0687	1.0338
0.234	29.2222	526	1.0459	-0.1543	1.0459	1.0227
0.234	29.3333	528	0.8948	-0.0336	0.8948	0.9459
0.234	29.4444	530	0.8837	-0.1410	0.8837	0.9401
0.234	29.5556	532	0.9596	-0.0221	0.9596	0.9796
0.234	29.6667	534	0.8816	0.1037	0.8816	0.9389
0.234	29.7778	536	0.8230	-0.0076	0.8230	0.9072
0.234	29.8889	538	0.8631	-0.0007	0.8631	0.9290
0.234	30.0	540	0.9029	0.0241	0.9029	0.9502
0.234	30.1111	542	0.9018	0.0241	0.9018	0.9496
0.234	30.2222	544	0.8685	-0.0456	0.8685	0.9319
0.234	30.3333	546	0.8211	-0.0316	0.8211	0.9062
0.234	30.4444	548	0.8121	-0.0316	0.8121	0.9012
0.234	30.5556	550	0.7838	0.0152	0.7838	0.8853
0.234	30.6667	552	0.7592	0.0395	0.7592	0.8713
0.234	30.7778	554	0.7460	-0.0065	0.7460	0.8637
0.234	30.8889	556	0.7429	-0.0591	0.7429	0.8619
0.234	31.0	558	0.7502	-0.0125	0.7502	0.8662
0.234	31.1111	560	0.8113	-0.0252	0.8113	0.9007
0.234	31.2222	562	0.8200	-0.0252	0.8200	0.9055
0.234	31.3333	564	0.7539	-0.0125	0.7539	0.8683
0.234	31.4444	566	0.7588	-0.0033	0.7588	0.8711
0.234	31.5556	568	0.7749	-0.0541	0.7749	0.8803
0.234	31.6667	570	0.7662	0.0395	0.7662	0.8753
0.234	31.7778	572	0.8122	-0.0767	0.8122	0.9012
0.234	31.8889	574	0.8772	-0.0054	0.8772	0.9366
0.234	32.0	576	0.8973	-0.0097	0.8973	0.9472
0.234	32.1111	578	0.8479	-0.0767	0.8479	0.9208
0.234	32.2222	580	0.8154	-0.0731	0.8154	0.9030
0.234	32.3333	582	0.8104	-0.0228	0.8104	0.9002
0.234	32.4444	584	0.8084	0.0282	0.8084	0.8991
0.234	32.5556	586	0.8108	0.0395	0.8108	0.9004
0.234	32.6667	588	0.7926	0.0395	0.7926	0.8903
0.234	32.7778	590	0.7739	-0.0152	0.7739	0.8797
0.234	32.8889	592	0.7833	-0.0295	0.7833	0.8850
0.234	33.0	594	0.8192	0.0793	0.8192	0.9051
0.234	33.1111	596	0.8254	0.0793	0.8254	0.9085
0.234	33.2222	598	0.7871	-0.0743	0.7871	0.8872
0.234	33.3333	600	0.7762	-0.1180	0.7762	0.8810
0.234	33.4444	602	0.7738	-0.0627	0.7738	0.8797
0.234	33.5556	604	0.7737	-0.0065	0.7737	0.8796
0.234	33.6667	606	0.7826	-0.0690	0.7826	0.8846
0.234	33.7778	608	0.8304	0.0041	0.8304	0.9113
0.234	33.8889	610	0.9304	-0.0245	0.9304	0.9646
0.234	34.0	612	0.9955	-0.0012	0.9955	0.9977
0.234	34.1111	614	0.9986	-0.0012	0.9986	0.9993
0.234	34.2222	616	0.9123	-0.0211	0.9123	0.9551
0.234	34.3333	618	0.8823	-0.0138	0.8823	0.9393
0.234	34.4444	620	0.8509	-0.0837	0.8509	0.9224
0.234	34.5556	622	0.8345	-0.1212	0.8345	0.9135
0.234	34.6667	624	0.8319	-0.1212	0.8319	0.9121
0.234	34.7778	626	0.8507	-0.0471	0.8507	0.9223
0.234	34.8889	628	0.8873	-0.0471	0.8873	0.9419
0.234	35.0	630	0.8695	-0.0471	0.8695	0.9325
0.234	35.1111	632	0.8359	-0.0408	0.8359	0.9143
0.234	35.2222	634	0.7760	-0.0274	0.7760	0.8809
0.234	35.3333	636	0.7400	0.0479	0.7400	0.8602
0.234	35.4444	638	0.7329	-0.0033	0.7329	0.8561
0.234	35.5556	640	0.7330	-0.0033	0.7330	0.8562
0.234	35.6667	642	0.7363	-0.0033	0.7363	0.8581
0.234	35.7778	644	0.7315	-0.0033	0.7315	0.8553
0.234	35.8889	646	0.7977	0.0041	0.7977	0.8931
0.234	36.0	648	0.9193	0.0443	0.9193	0.9588
0.234	36.1111	650	0.9942	-0.0387	0.9942	0.9971
0.234	36.2222	652	0.9511	0.0391	0.9511	0.9753
0.234	36.3333	654	0.9150	0.0152	0.9150	0.9566
0.234	36.4444	656	0.8952	-0.0157	0.8952	0.9462
0.234	36.5556	658	0.8801	0.0651	0.8801	0.9382
0.234	36.6667	660	0.8964	0.0912	0.8964	0.9468
0.234	36.7778	662	0.8768	-0.0818	0.8768	0.9364
0.234	36.8889	664	0.8232	-0.0274	0.8232	0.9073
0.234	37.0	666	0.7878	-0.0690	0.7878	0.8876
0.234	37.1111	668	0.7830	-0.0704	0.7830	0.8849
0.234	37.2222	670	0.8107	0.0016	0.8107	0.9004
0.234	37.3333	672	0.8440	0.1025	0.8440	0.9187
0.234	37.4444	674	0.9022	0.0747	0.9022	0.9499
0.234	37.5556	676	0.9044	0.0747	0.9044	0.9510
0.234	37.6667	678	0.8357	0.0224	0.8357	0.9141
0.234	37.7778	680	0.7808	-0.0391	0.7808	0.8836
0.234	37.8889	682	0.7772	-0.0336	0.7772	0.8816
0.234	38.0	684	0.8103	-0.0391	0.8103	0.9001
0.234	38.1111	686	0.8305	0.0362	0.8305	0.9113
0.234	38.2222	688	0.8508	0.0618	0.8508	0.9224
0.234	38.3333	690	0.8598	0.0587	0.8598	0.9273
0.234	38.4444	692	0.8324	-0.0031	0.8324	0.9123
0.234	38.5556	694	0.8192	0.0068	0.8192	0.9051
0.234	38.6667	696	0.7981	-0.0731	0.7981	0.8934
0.234	38.7778	698	0.7887	-0.0228	0.7887	0.8881
0.234	38.8889	700	0.8143	-0.0336	0.8143	0.9024
0.234	39.0	702	0.8939	-0.0175	0.8939	0.9454
0.234	39.1111	704	1.0590	-0.0959	1.0590	1.0291
0.234	39.2222	706	1.1073	-0.0712	1.1073	1.0523
0.234	39.3333	708	1.0177	0.0260	1.0177	1.0088
0.234	39.4444	710	0.8581	-0.0157	0.8581	0.9264
0.234	39.5556	712	0.7873	0.0869	0.7873	0.8873
0.234	39.6667	714	0.8583	0.0141	0.8583	0.9265
0.234	39.7778	716	0.8800	-0.0226	0.8800	0.9381
0.234	39.8889	718	0.8486	0.0089	0.8486	0.9212
0.234	40.0	720	0.8360	-0.0295	0.8360	0.9143
0.234	40.1111	722	0.8881	-0.0076	0.8881	0.9424
0.234	40.2222	724	0.9289	-0.0194	0.9289	0.9638
0.234	40.3333	726	0.9343	-0.0194	0.9343	0.9666
0.234	40.4444	728	0.8989	-0.0486	0.8989	0.9481
0.234	40.5556	730	0.8665	-0.0359	0.8665	0.9309
0.234	40.6667	732	0.8395	0.0236	0.8395	0.9163
0.234	40.7778	734	0.8235	0.0338	0.8235	0.9075
0.234	40.8889	736	0.8410	0.0236	0.8410	0.9171
0.234	41.0	738	0.8489	0.0095	0.8489	0.9214
0.234	41.1111	740	0.8603	-0.0818	0.8603	0.9275
0.234	41.2222	742	0.9015	-0.0526	0.9015	0.9495
0.234	41.3333	744	0.9557	0.0025	0.9557	0.9776
0.234	41.4444	746	0.9756	0.0025	0.9756	0.9877
0.234	41.5556	748	0.9579	-0.0563	0.9579	0.9787
0.234	41.6667	750	0.9271	-0.1589	0.9271	0.9628
0.234	41.7778	752	0.9075	-0.1169	0.9075	0.9526
0.234	41.8889	754	0.8927	-0.0778	0.8927	0.9448
0.234	42.0	756	0.8767	0.0016	0.8767	0.9363
0.234	42.1111	758	0.8666	0.0392	0.8666	0.9309
0.234	42.2222	760	0.8674	-0.0441	0.8674	0.9313
0.234	42.3333	762	0.8988	-0.0526	0.8988	0.9480
0.234	42.4444	764	0.9206	0.0129	0.9206	0.9595
0.234	42.5556	766	0.9226	0.0129	0.9226	0.9605
0.234	42.6667	768	0.9397	-0.0586	0.9397	0.9694
0.234	42.7778	770	0.9502	-0.0905	0.9502	0.9748
0.234	42.8889	772	0.9369	-0.1219	0.9369	0.9679
0.234	43.0	774	0.8842	-0.0735	0.8842	0.9403
0.234	43.1111	776	0.8528	-0.1140	0.8528	0.9235
0.234	43.2222	778	0.8624	-0.0723	0.8624	0.9286
0.234	43.3333	780	0.9121	-0.1209	0.9121	0.9550
0.234	43.4444	782	1.0131	-0.0563	1.0131	1.0065
0.234	43.5556	784	1.0935	-0.0082	1.0935	1.0457
0.234	43.6667	786	1.1085	-0.0374	1.1085	1.0528
0.234	43.7778	788	1.0645	-0.0361	1.0645	1.0317
0.234	43.8889	790	0.9839	-0.0048	0.9839	0.9919
0.234	44.0	792	0.9339	-0.0030	0.9339	0.9664
0.234	44.1111	794	0.8886	-0.1224	0.8886	0.9427
0.234	44.2222	796	0.8761	-0.0854	0.8761	0.9360
0.234	44.3333	798	0.8652	-0.0471	0.8652	0.9302
0.234	44.4444	800	0.8662	-0.0391	0.8662	0.9307
0.234	44.5556	802	0.8929	-0.1597	0.8929	0.9449
0.234	44.6667	804	0.9625	-0.1230	0.9625	0.9811
0.234	44.7778	806	1.0404	-0.0618	1.0404	1.0200
0.234	44.8889	808	1.0390	0.0025	1.0390	1.0193
0.234	45.0	810	0.9949	-0.0885	0.9949	0.9975
0.234	45.1111	812	0.9315	-0.1586	0.9315	0.9651
0.234	45.2222	814	0.8761	-0.0355	0.8761	0.9360
0.234	45.3333	816	0.8396	-0.0699	0.8396	0.9163
0.234	45.4444	818	0.8392	-0.0643	0.8392	0.9161
0.234	45.5556	820	0.8479	-0.0643	0.8479	0.9208
0.234	45.6667	822	0.8557	-0.1135	0.8557	0.9250
0.234	45.7778	824	0.8766	-0.0778	0.8766	0.9363
0.234	45.8889	826	0.9084	-0.0837	0.9084	0.9531
0.234	46.0	828	0.9685	-0.1234	0.9685	0.9841
0.234	46.1111	830	1.0475	-0.0348	1.0475	1.0235
0.234	46.2222	832	1.0475	-0.0348	1.0475	1.0235
0.234	46.3333	834	1.0084	-0.0334	1.0084	1.0042
0.234	46.4444	836	0.9654	-0.0291	0.9654	0.9825
0.234	46.5556	838	0.9441	-0.0291	0.9441	0.9716
0.234	46.6667	840	0.9568	-0.0030	0.9568	0.9781
0.234	46.7778	842	0.9809	-0.0361	0.9809	0.9904
0.234	46.8889	844	0.9777	-0.0618	0.9777	0.9888
0.234	47.0	846	0.9281	-0.0862	0.9281	0.9634
0.234	47.1111	848	0.8565	-0.0240	0.8565	0.9254
0.234	47.2222	850	0.8425	-0.0086	0.8425	0.9179
0.234	47.3333	852	0.8473	0.0	0.8473	0.9205
0.234	47.4444	854	0.8376	0.0338	0.8376	0.9152
0.234	47.5556	856	0.8861	-0.0341	0.8861	0.9413
0.234	47.6667	858	0.9737	-0.0823	0.9737	0.9868
0.234	47.7778	860	1.0356	-0.0276	1.0356	1.0176
0.234	47.8889	862	1.0264	-0.0618	1.0264	1.0131
0.234	48.0	864	0.9483	-0.0211	0.9483	0.9738
0.234	48.1111	866	0.8601	-0.0787	0.8601	0.9274
0.234	48.2222	868	0.8255	0.0269	0.8255	0.9086
0.234	48.3333	870	0.8233	0.0303	0.8233	0.9073
0.234	48.4444	872	0.8200	0.0303	0.8200	0.9055
0.234	48.5556	874	0.8203	-0.0686	0.8203	0.9057
0.234	48.6667	876	0.8400	-0.0818	0.8400	0.9165
0.234	48.7778	878	0.8942	-0.0175	0.8942	0.9456
0.234	48.8889	880	0.9480	-0.0334	0.9480	0.9737
0.234	49.0	882	1.0162	0.0210	1.0162	1.0081
0.234	49.1111	884	1.0177	0.0137	1.0177	1.0088
0.234	49.2222	886	0.9321	-0.0012	0.9321	0.9654
0.234	49.3333	888	0.8422	-0.0138	0.8422	0.9177
0.234	49.4444	890	0.7731	-0.0316	0.7731	0.8793
0.234	49.5556	892	0.7615	-0.0252	0.7615	0.8726
0.234	49.6667	894	0.7697	0.0303	0.7697	0.8773
0.234	49.7778	896	0.7775	-0.0672	0.7775	0.8817
0.234	49.8889	898	0.7845	-0.1131	0.7845	0.8857
0.234	50.0	900	0.7926	-0.1131	0.7926	0.8903
0.234	50.1111	902	0.7972	-0.1131	0.7972	0.8928
0.234	50.2222	904	0.7993	-0.1131	0.7993	0.8940
0.234	50.3333	906	0.7967	-0.1131	0.7967	0.8926

Framework versions

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