ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k11_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: 0.7815
• Qwk: -0.0609
• Mse: 0.7815
• Rmse: 0.8840

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	0.0714	2	3.7164	0.0126	3.7164	1.9278
No log	0.1429	4	1.9875	0.0704	1.9875	1.4098
No log	0.2143	6	1.9933	0.0304	1.9933	1.4119
No log	0.2857	8	3.2878	0.0077	3.2878	1.8132
No log	0.3571	10	1.8836	-0.0042	1.8836	1.3724
No log	0.4286	12	0.9423	-0.0067	0.9423	0.9707
No log	0.5	14	0.9149	-0.0285	0.9149	0.9565
No log	0.5714	16	1.0571	0.0083	1.0571	1.0282
No log	0.6429	18	1.3085	0.0	1.3085	1.1439
No log	0.7143	20	1.2039	-0.0247	1.2039	1.0972
No log	0.7857	22	1.0635	0.0100	1.0635	1.0312
No log	0.8571	24	0.9694	-0.0385	0.9694	0.9846
No log	0.9286	26	0.9046	-0.0923	0.9046	0.9511
No log	1.0	28	0.9196	-0.1277	0.9196	0.9589
No log	1.0714	30	0.8866	-0.0143	0.8866	0.9416
No log	1.1429	32	0.8765	-0.0852	0.8765	0.9362
No log	1.2143	34	0.9833	-0.0583	0.9833	0.9916
No log	1.2857	36	1.3024	-0.0446	1.3024	1.1412
No log	1.3571	38	1.5493	-0.0234	1.5493	1.2447
No log	1.4286	40	1.3419	-0.0234	1.3419	1.1584
No log	1.5	42	1.0768	-0.0178	1.0768	1.0377
No log	1.5714	44	1.0613	-0.0207	1.0613	1.0302
No log	1.6429	46	1.2108	-0.0247	1.2108	1.1003
No log	1.7143	48	1.2617	-0.0247	1.2617	1.1233
No log	1.7857	50	1.0841	-0.0221	1.0841	1.0412
No log	1.8571	52	0.8042	-0.0287	0.8042	0.8968
No log	1.9286	54	0.7223	-0.0035	0.7223	0.8499
No log	2.0	56	0.7440	-0.1227	0.7440	0.8625
No log	2.0714	58	0.8940	0.0111	0.8940	0.9455
No log	2.1429	60	1.0635	0.0119	1.0635	1.0313
No log	2.2143	62	1.0318	-0.0398	1.0318	1.0158
No log	2.2857	64	0.9437	-0.0606	0.9437	0.9714
No log	2.3571	66	1.0929	-0.0117	1.0929	1.0454
No log	2.4286	68	1.0653	0.0217	1.0653	1.0321
No log	2.5	70	1.0543	-0.0067	1.0543	1.0268
No log	2.5714	72	0.8779	-0.0459	0.8779	0.9370
No log	2.6429	74	0.7520	-0.1236	0.7520	0.8672
No log	2.7143	76	0.7287	-0.0160	0.7287	0.8536
No log	2.7857	78	0.8499	-0.1715	0.8499	0.9219
No log	2.8571	80	0.8741	-0.1251	0.8741	0.9349
No log	2.9286	82	0.9268	-0.1259	0.9268	0.9627
No log	3.0	84	0.8279	-0.1244	0.8279	0.9099
No log	3.0714	86	0.8122	-0.1106	0.8122	0.9012
No log	3.1429	88	0.7843	0.0116	0.7843	0.8856
No log	3.2143	90	0.7868	0.0181	0.7868	0.8870
No log	3.2857	92	0.7420	0.0394	0.7420	0.8614
No log	3.3571	94	0.7456	0.1585	0.7456	0.8635
No log	3.4286	96	0.7183	-0.0493	0.7183	0.8475
No log	3.5	98	0.7282	-0.0473	0.7282	0.8533
No log	3.5714	100	0.7713	-0.0170	0.7713	0.8782
No log	3.6429	102	0.8205	-0.0629	0.8205	0.9058
No log	3.7143	104	0.8556	-0.1589	0.8556	0.9250
No log	3.7857	106	0.9033	-0.1572	0.9033	0.9504
No log	3.8571	108	1.4665	-0.0657	1.4665	1.2110
No log	3.9286	110	1.7167	-0.0449	1.7167	1.3102
No log	4.0	112	1.1032	-0.1601	1.1032	1.0503
No log	4.0714	114	0.8940	-0.1535	0.8940	0.9455
No log	4.1429	116	0.8284	-0.2051	0.8284	0.9102
No log	4.2143	118	0.9110	-0.0788	0.9110	0.9544
No log	4.2857	120	1.0132	-0.0878	1.0132	1.0066
No log	4.3571	122	0.8134	0.0129	0.8134	0.9019
No log	4.4286	124	0.7055	-0.0035	0.7055	0.8399
No log	4.5	126	0.7653	-0.0499	0.7653	0.8748
No log	4.5714	128	0.7419	-0.1067	0.7419	0.8613
No log	4.6429	130	0.7872	-0.0743	0.7872	0.8872
No log	4.7143	132	1.0021	0.0287	1.0021	1.0011
No log	4.7857	134	0.8277	-0.0711	0.8277	0.9098
No log	4.8571	136	0.8440	0.0724	0.8440	0.9187
No log	4.9286	138	0.9163	-0.0317	0.9163	0.9572
No log	5.0	140	0.8075	0.0122	0.8075	0.8986
No log	5.0714	142	0.7823	0.0821	0.7823	0.8845
No log	5.1429	144	0.7495	0.0375	0.7495	0.8657
No log	5.2143	146	0.7508	-0.0473	0.7508	0.8665
No log	5.2857	148	0.7752	-0.0473	0.7752	0.8804
No log	5.3571	150	0.7419	-0.0560	0.7419	0.8613
No log	5.4286	152	0.7487	-0.0560	0.7487	0.8652
No log	5.5	154	0.8115	0.0673	0.8115	0.9008
No log	5.5714	156	0.8336	0.0715	0.8336	0.9130
No log	5.6429	158	0.8124	0.0181	0.8124	0.9013
No log	5.7143	160	0.7513	0.0031	0.7513	0.8668
No log	5.7857	162	0.7411	-0.0578	0.7411	0.8609
No log	5.8571	164	0.7314	-0.0541	0.7314	0.8552
No log	5.9286	166	0.7291	-0.0541	0.7291	0.8539
No log	6.0	168	0.7329	-0.1074	0.7329	0.8561
No log	6.0714	170	0.7623	-0.1067	0.7623	0.8731
No log	6.1429	172	0.7598	-0.0541	0.7598	0.8717
No log	6.2143	174	0.7808	-0.0541	0.7808	0.8836
No log	6.2857	176	0.8241	0.0571	0.8241	0.9078
No log	6.3571	178	0.8883	-0.1474	0.8883	0.9425
No log	6.4286	180	0.8971	-0.0989	0.8971	0.9472
No log	6.5	182	0.9584	-0.1011	0.9584	0.9790
No log	6.5714	184	0.9218	-0.0887	0.9218	0.9601
No log	6.6429	186	0.8447	-0.0837	0.8447	0.9191
No log	6.7143	188	0.8142	0.0513	0.8142	0.9023
No log	6.7857	190	0.8117	0.0395	0.8117	0.9009
No log	6.8571	192	0.7687	0.0587	0.7687	0.8768
No log	6.9286	194	0.8432	-0.0826	0.8432	0.9183
No log	7.0	196	0.9052	-0.0477	0.9052	0.9514
No log	7.0714	198	0.8338	0.0585	0.8338	0.9131
No log	7.1429	200	0.8450	-0.1094	0.8450	0.9192
No log	7.2143	202	0.8447	0.0615	0.8447	0.9191
No log	7.2857	204	0.9510	-0.0761	0.9510	0.9752
No log	7.3571	206	0.8924	0.0251	0.8924	0.9446
No log	7.4286	208	0.8081	-0.0118	0.8081	0.8989
No log	7.5	210	0.8549	0.0225	0.8549	0.9246
No log	7.5714	212	0.8320	0.0225	0.8320	0.9121
No log	7.6429	214	0.7924	-0.1018	0.7924	0.8901
No log	7.7143	216	0.8892	0.0705	0.8892	0.9430
No log	7.7857	218	0.8641	0.0251	0.8641	0.9296
No log	7.8571	220	0.8166	-0.0628	0.8166	0.9037
No log	7.9286	222	0.9321	-0.1197	0.9321	0.9655
No log	8.0	224	0.8584	-0.0718	0.8584	0.9265
No log	8.0714	226	0.8621	-0.0363	0.8621	0.9285
No log	8.1429	228	0.8768	0.0229	0.8768	0.9364
No log	8.2143	230	0.8100	-0.1018	0.8100	0.9000
No log	8.2857	232	0.8436	-0.0766	0.8436	0.9185
No log	8.3571	234	0.9790	-0.0852	0.9790	0.9894
No log	8.4286	236	1.0005	-0.0474	1.0005	1.0002
No log	8.5	238	0.8637	-0.1126	0.8637	0.9293
No log	8.5714	240	0.8325	0.0064	0.8325	0.9124
No log	8.6429	242	0.8514	0.0155	0.8514	0.9227
No log	8.7143	244	0.8104	0.0064	0.8104	0.9002
No log	8.7857	246	0.8091	-0.1599	0.8091	0.8995
No log	8.8571	248	0.9083	-0.0812	0.9083	0.9530
No log	8.9286	250	0.9583	-0.0842	0.9583	0.9789
No log	9.0	252	0.9063	-0.1253	0.9063	0.9520
No log	9.0714	254	0.8209	-0.0264	0.8209	0.9060
No log	9.1429	256	0.8302	-0.0264	0.8302	0.9112
No log	9.2143	258	0.9207	-0.0833	0.9207	0.9595
No log	9.2857	260	0.9178	-0.0812	0.9178	0.9580
No log	9.3571	262	0.8423	0.0282	0.8423	0.9178
No log	9.4286	264	0.8154	-0.0152	0.8154	0.9030
No log	9.5	266	0.8492	-0.0264	0.8492	0.9215
No log	9.5714	268	0.8450	-0.0264	0.8450	0.9192
No log	9.6429	270	0.7665	-0.0711	0.7665	0.8755
No log	9.7143	272	0.7328	-0.0131	0.7328	0.8560
No log	9.7857	274	0.7245	0.0	0.7245	0.8512
No log	9.8571	276	0.7519	-0.0541	0.7519	0.8671
No log	9.9286	278	0.7726	-0.0627	0.7726	0.8790
No log	10.0	280	0.8281	-0.0675	0.8281	0.9100
No log	10.0714	282	0.8504	-0.0240	0.8504	0.9222
No log	10.1429	284	0.8121	-0.0215	0.8121	0.9012
No log	10.2143	286	0.7765	-0.0215	0.7765	0.8812
No log	10.2857	288	0.7467	0.0374	0.7467	0.8641
No log	10.3571	290	0.7320	0.0460	0.7320	0.8556
No log	10.4286	292	0.7405	0.0374	0.7405	0.8605
No log	10.5	294	0.8027	-0.0215	0.8027	0.8959
No log	10.5714	296	0.8260	-0.0675	0.8260	0.9088
No log	10.6429	298	0.8868	-0.0675	0.8868	0.9417
No log	10.7143	300	0.9392	-0.1187	0.9392	0.9691
No log	10.7857	302	0.9206	-0.1589	0.9206	0.9595
No log	10.8571	304	0.9319	-0.1255	0.9319	0.9654
No log	10.9286	306	0.8747	-0.1594	0.8747	0.9353
No log	11.0	308	0.8240	-0.2126	0.8240	0.9077
No log	11.0714	310	0.8029	-0.2126	0.8029	0.8960
No log	11.1429	312	0.7992	-0.1230	0.7992	0.8940
No log	11.2143	314	0.8069	-0.0711	0.8069	0.8983
No log	11.2857	316	0.8108	-0.0711	0.8108	0.9005
No log	11.3571	318	0.8108	-0.0215	0.8108	0.9005
No log	11.4286	320	0.8074	-0.0215	0.8074	0.8985
No log	11.5	322	0.8070	-0.0711	0.8070	0.8983
No log	11.5714	324	0.8287	-0.0240	0.8287	0.9103
No log	11.6429	326	0.7786	-0.1230	0.7786	0.8824
No log	11.7143	328	0.7686	-0.0131	0.7686	0.8767
No log	11.7857	330	0.7721	-0.1682	0.7721	0.8787
No log	11.8571	332	0.7492	-0.0609	0.7492	0.8656
No log	11.9286	334	0.7451	-0.0609	0.7451	0.8632
No log	12.0	336	0.7901	-0.0215	0.7901	0.8889
No log	12.0714	338	0.7949	0.0225	0.7949	0.8916
No log	12.1429	340	0.7554	0.0857	0.7554	0.8692
No log	12.2143	342	0.7177	-0.0626	0.7177	0.8472
No log	12.2857	344	0.7343	0.0	0.7343	0.8569
No log	12.3571	346	0.7401	0.0	0.7401	0.8603
No log	12.4286	348	0.7808	-0.0096	0.7808	0.8836
No log	12.5	350	0.8314	0.0355	0.8314	0.9118
No log	12.5714	352	0.8361	-0.1094	0.8361	0.9144
No log	12.6429	354	0.8646	-0.1201	0.8646	0.9299
No log	12.7143	356	0.8569	-0.0881	0.8569	0.9257
No log	12.7857	358	0.8149	-0.1081	0.8149	0.9027
No log	12.8571	360	0.8216	-0.0240	0.8216	0.9064
No log	12.9286	362	0.9097	-0.0823	0.9097	0.9538
No log	13.0	364	0.8908	-0.0833	0.8908	0.9438
No log	13.0714	366	0.7791	-0.0215	0.7791	0.8827
No log	13.1429	368	0.7427	-0.0069	0.7427	0.8618
No log	13.2143	370	0.7684	0.0	0.7684	0.8766
No log	13.2857	372	0.7977	-0.0609	0.7977	0.8931
No log	13.3571	374	0.8426	-0.0711	0.8426	0.9179
No log	13.4286	376	0.8681	-0.1594	0.8681	0.9317
No log	13.5	378	0.8801	-0.0999	0.8801	0.9381
No log	13.5714	380	0.9009	-0.0287	0.9009	0.9492
No log	13.6429	382	0.9968	-0.1267	0.9968	0.9984
No log	13.7143	384	0.9927	-0.1270	0.9927	0.9964
No log	13.7857	386	0.8835	-0.0390	0.8835	0.9400
No log	13.8571	388	0.8291	-0.0967	0.8291	0.9105
No log	13.9286	390	0.8492	-0.0810	0.8492	0.9215
No log	14.0	392	0.8512	-0.0921	0.8512	0.9226
No log	14.0714	394	0.8836	-0.0753	0.8836	0.9400
No log	14.1429	396	0.9740	-0.0852	0.9740	0.9869
No log	14.2143	398	1.0008	-0.1267	1.0008	1.0004
No log	14.2857	400	0.9540	-0.0425	0.9540	0.9767
No log	14.3571	402	0.8809	-0.0309	0.8809	0.9386
No log	14.4286	404	0.8473	0.0759	0.8473	0.9205
No log	14.5	406	0.8377	-0.1531	0.8377	0.9152
No log	14.5714	408	0.8367	-0.2036	0.8367	0.9147
No log	14.6429	410	0.8370	-0.0595	0.8370	0.9149
No log	14.7143	412	0.8569	-0.0628	0.8569	0.9257
No log	14.7857	414	0.8479	-0.1531	0.8479	0.9208
No log	14.8571	416	0.8258	-0.0125	0.8258	0.9087
No log	14.9286	418	0.7995	0.0374	0.7995	0.8941
No log	15.0	420	0.7928	-0.1628	0.7928	0.8904
No log	15.0714	422	0.8143	-0.1547	0.8143	0.9024
No log	15.1429	424	0.8068	-0.1547	0.8068	0.8982
No log	15.2143	426	0.8051	-0.1168	0.8051	0.8973
No log	15.2857	428	0.8438	-0.0675	0.8438	0.9186
No log	15.3571	430	0.8403	-0.0889	0.8403	0.9167
No log	15.4286	432	0.8560	-0.1155	0.8560	0.9252
No log	15.5	434	0.8571	-0.0648	0.8571	0.9258
No log	15.5714	436	0.8063	-0.0551	0.8063	0.8979
No log	15.6429	438	0.8174	0.0068	0.8174	0.9041
No log	15.7143	440	0.8397	-0.0892	0.8397	0.9164
No log	15.7857	442	0.8324	-0.1538	0.8324	0.9124
No log	15.8571	444	0.8334	-0.0513	0.8334	0.9129
No log	15.9286	446	0.8174	-0.0967	0.8174	0.9041
No log	16.0	448	0.8113	-0.0160	0.8113	0.9007
No log	16.0714	450	0.8795	-0.0823	0.8795	0.9378
No log	16.1429	452	0.9010	-0.1259	0.9010	0.9492
No log	16.2143	454	0.8646	-0.0252	0.8646	0.9299
No log	16.2857	456	0.8631	-0.1047	0.8631	0.9290
No log	16.3571	458	0.8592	-0.0532	0.8592	0.9269
No log	16.4286	460	0.8407	0.0918	0.8407	0.9169
No log	16.5	462	0.8472	-0.1241	0.8472	0.9204
No log	16.5714	464	0.8351	-0.1241	0.8351	0.9138
No log	16.6429	466	0.8176	-0.0711	0.8176	0.9042
No log	16.7143	468	0.8297	0.0374	0.8297	0.9109
No log	16.7857	470	0.8706	-0.0215	0.8706	0.9331
No log	16.8571	472	0.8927	0.0374	0.8927	0.9449
No log	16.9286	474	0.8581	0.0374	0.8581	0.9263
No log	17.0	476	0.7916	-0.0069	0.7916	0.8897
No log	17.0714	478	0.7390	-0.0035	0.7390	0.8596
No log	17.1429	480	0.7260	-0.0035	0.7260	0.8521
No log	17.2143	482	0.7291	-0.0035	0.7291	0.8539
No log	17.2857	484	0.7644	-0.0069	0.7644	0.8743
No log	17.3571	486	0.8159	0.0807	0.8159	0.9033
No log	17.4286	488	0.8249	0.0374	0.8249	0.9083
No log	17.5	490	0.8227	0.0460	0.8227	0.9070
No log	17.5714	492	0.8411	-0.0473	0.8411	0.9171
No log	17.6429	494	0.8626	0.0628	0.8626	0.9288
No log	17.7143	496	0.8867	-0.0658	0.8867	0.9417
No log	17.7857	498	0.9299	-0.1253	0.9299	0.9643
0.2818	17.8571	500	0.9457	-0.1688	0.9457	0.9725
0.2818	17.9286	502	0.9609	-0.1200	0.9609	0.9802
0.2818	18.0	504	0.9763	-0.0788	0.9763	0.9881
0.2818	18.0714	506	0.9536	-0.0755	0.9536	0.9765
0.2818	18.1429	508	0.9549	-0.1088	0.9549	0.9772
0.2818	18.2143	510	0.9195	-0.1006	0.9195	0.9589
0.2818	18.2857	512	0.8956	-0.0280	0.8956	0.9464
0.2818	18.3571	514	0.8847	-0.0248	0.8847	0.9406
0.2818	18.4286	516	0.8720	-0.0280	0.8720	0.9338
0.2818	18.5	518	0.8291	-0.0029	0.8291	0.9106
0.2818	18.5714	520	0.8504	0.0183	0.8504	0.9222
0.2818	18.6429	522	0.8530	-0.0309	0.8530	0.9236
0.2818	18.7143	524	0.8087	0.0807	0.8087	0.8993
0.2818	18.7857	526	0.7986	0.0496	0.7986	0.8937
0.2818	18.8571	528	0.8219	-0.0387	0.8219	0.9066
0.2818	18.9286	530	0.8206	0.0598	0.8206	0.9059
0.2818	19.0	532	0.8051	-0.0101	0.8051	0.8972
0.2818	19.0714	534	0.8091	0.0334	0.8091	0.8995
0.2818	19.1429	536	0.8614	0.0191	0.8614	0.9281
0.2818	19.2143	538	0.8223	-0.0240	0.8223	0.9068
0.2818	19.2857	540	0.7893	0.0334	0.7893	0.8884
0.2818	19.3571	542	0.7816	-0.0609	0.7816	0.8841
0.2818	19.4286	544	0.7682	-0.0609	0.7682	0.8765
0.2818	19.5	546	0.7568	-0.0101	0.7568	0.8699
0.2818	19.5714	548	0.7437	-0.0101	0.7437	0.8624
0.2818	19.6429	550	0.7500	0.0857	0.7500	0.8660
0.2818	19.7143	552	0.7569	0.0857	0.7569	0.8700
0.2818	19.7857	554	0.7505	0.0416	0.7505	0.8663
0.2818	19.8571	556	0.7527	-0.0101	0.7527	0.8676
0.2818	19.9286	558	0.7946	0.0094	0.7946	0.8914
0.2818	20.0	560	0.8245	0.0196	0.8245	0.9080
0.2818	20.0714	562	0.8125	-0.0314	0.8125	0.9014
0.2818	20.1429	564	0.7893	-0.0560	0.7893	0.8884
0.2818	20.2143	566	0.7659	-0.0101	0.7659	0.8751
0.2818	20.2857	568	0.7463	-0.0101	0.7463	0.8639
0.2818	20.3571	570	0.7466	0.0374	0.7466	0.8640
0.2818	20.4286	572	0.7647	0.0857	0.7647	0.8745
0.2818	20.5	574	0.7864	0.0857	0.7864	0.8868
0.2818	20.5714	576	0.8224	0.0247	0.8224	0.9069
0.2818	20.6429	578	0.8321	-0.0204	0.8321	0.9122
0.2818	20.7143	580	0.8736	-0.0658	0.8736	0.9347
0.2818	20.7857	582	0.9146	-0.0711	0.9146	0.9563
0.2818	20.8571	584	0.9363	0.0017	0.9363	0.9676
0.2818	20.9286	586	0.8817	0.0129	0.8817	0.9390
0.2818	21.0	588	0.8213	-0.0660	0.8213	0.9063
0.2818	21.0714	590	0.8001	-0.1033	0.8001	0.8945
0.2818	21.1429	592	0.7968	-0.1094	0.7968	0.8926
0.2818	21.2143	594	0.7983	-0.1033	0.7983	0.8935
0.2818	21.2857	596	0.7965	-0.0096	0.7965	0.8925
0.2818	21.3571	598	0.8243	-0.0215	0.8243	0.9079
0.2818	21.4286	600	0.8831	-0.0812	0.8831	0.9398
0.2818	21.5	602	0.8703	-0.0801	0.8703	0.9329
0.2818	21.5714	604	0.8091	-0.0215	0.8091	0.8995
0.2818	21.6429	606	0.7812	-0.0131	0.7812	0.8838
0.2818	21.7143	608	0.7803	-0.0131	0.7803	0.8833
0.2818	21.7857	610	0.8094	-0.0215	0.8094	0.8997
0.2818	21.8571	612	0.8267	-0.0240	0.8267	0.9092
0.2818	21.9286	614	0.8171	0.0857	0.8171	0.9039
0.2818	22.0	616	0.7915	0.0857	0.7915	0.8897
0.2818	22.0714	618	0.7990	0.0857	0.7990	0.8939
0.2818	22.1429	620	0.8067	0.0863	0.8067	0.8981
0.2818	22.2143	622	0.8034	-0.0091	0.8034	0.8963
0.2818	22.2857	624	0.7944	-0.1538	0.7944	0.8913
0.2818	22.3571	626	0.8030	-0.0385	0.8030	0.8961
0.2818	22.4286	628	0.8043	0.0173	0.8043	0.8968
0.2818	22.5	630	0.7937	-0.0446	0.7937	0.8909
0.2818	22.5714	632	0.7906	-0.0506	0.7906	0.8892
0.2818	22.6429	634	0.7945	-0.0567	0.7945	0.8914
0.2818	22.7143	636	0.7862	0.0318	0.7862	0.8867
0.2818	22.7857	638	0.8475	0.0628	0.8475	0.9206
0.2818	22.8571	640	0.9473	-0.0425	0.9473	0.9733
0.2818	22.9286	642	0.9192	0.0017	0.9192	0.9588
0.2818	23.0	644	0.7740	0.0807	0.7740	0.8798
0.2818	23.0714	646	0.7257	0.1021	0.7257	0.8519
0.2818	23.1429	648	0.7449	-0.0520	0.7449	0.8631
0.2818	23.2143	650	0.7822	-0.0520	0.7822	0.8844
0.2818	23.2857	652	0.7848	-0.1547	0.7848	0.8859
0.2818	23.3571	654	0.7756	-0.0609	0.7756	0.8807
0.2818	23.4286	656	0.8709	-0.0331	0.8709	0.9332
0.2818	23.5	658	0.9878	-0.1655	0.9878	0.9939
0.2818	23.5714	660	0.9849	-0.1655	0.9849	0.9924
0.2818	23.6429	662	0.9244	-0.0861	0.9244	0.9614
0.2818	23.7143	664	0.8438	0.0338	0.8438	0.9186
0.2818	23.7857	666	0.8139	-0.0427	0.8139	0.9022
0.2818	23.8571	668	0.8209	-0.0345	0.8209	0.9061
0.2818	23.9286	670	0.7866	-0.0513	0.7866	0.8869
0.2818	24.0	672	0.7868	0.0857	0.7868	0.8870
0.2818	24.0714	674	0.7969	0.0857	0.7969	0.8927
0.2818	24.1429	676	0.8006	0.0857	0.8006	0.8948
0.2818	24.2143	678	0.8048	0.0759	0.8048	0.8971
0.2818	24.2857	680	0.8288	0.0759	0.8288	0.9104
0.2818	24.3571	682	0.8486	0.0759	0.8486	0.9212
0.2818	24.4286	684	0.8148	0.0759	0.8148	0.9027
0.2818	24.5	686	0.7639	0.0374	0.7639	0.8740
0.2818	24.5714	688	0.7359	-0.0069	0.7359	0.8579
0.2818	24.6429	690	0.7357	-0.0069	0.7357	0.8577
0.2818	24.7143	692	0.7448	-0.0069	0.7448	0.8630
0.2818	24.7857	694	0.7720	-0.0069	0.7720	0.8786
0.2818	24.8571	696	0.7960	-0.0065	0.7960	0.8922
0.2818	24.9286	698	0.8672	0.0768	0.8672	0.9313
0.2818	25.0	700	0.9710	-0.1212	0.9710	0.9854
0.2818	25.0714	702	1.0283	-0.0886	1.0283	1.0140
0.2818	25.1429	704	0.9846	-0.1217	0.9846	0.9923
0.2818	25.2143	706	0.8791	-0.0252	0.8791	0.9376
0.2818	25.2857	708	0.8251	-0.0532	0.8251	0.9083
0.2818	25.3571	710	0.8121	-0.1081	0.8121	0.9011
0.2818	25.4286	712	0.8144	0.0395	0.8144	0.9025
0.2818	25.5	714	0.8190	0.0814	0.8190	0.9050
0.2818	25.5714	716	0.8292	-0.0287	0.8292	0.9106
0.2818	25.6429	718	0.8726	-0.0309	0.8726	0.9341
0.2818	25.7143	720	0.8388	-0.0287	0.8388	0.9158
0.2818	25.7857	722	0.7927	-0.0101	0.7927	0.8903
0.2818	25.8571	724	0.7743	-0.0069	0.7743	0.8799
0.2818	25.9286	726	0.7534	-0.0069	0.7534	0.8680
0.2818	26.0	728	0.7396	0.0555	0.7396	0.8600
0.2818	26.0714	730	0.7243	0.0555	0.7243	0.8510
0.2818	26.1429	732	0.7164	0.1082	0.7164	0.8464
0.2818	26.2143	734	0.7215	0.1082	0.7215	0.8494
0.2818	26.2857	736	0.7326	0.0555	0.7326	0.8559
0.2818	26.3571	738	0.7470	0.0460	0.7470	0.8643
0.2818	26.4286	740	0.7555	0.0416	0.7555	0.8692
0.2818	26.5	742	0.7553	0.0416	0.7553	0.8691
0.2818	26.5714	744	0.7615	0.0416	0.7615	0.8727
0.2818	26.6429	746	0.8046	0.0374	0.8046	0.8970
0.2818	26.7143	748	0.8437	-0.0264	0.8437	0.9185
0.2818	26.7857	750	0.8590	-0.0240	0.8590	0.9268
0.2818	26.8571	752	0.8502	-0.0675	0.8502	0.9220
0.2818	26.9286	754	0.8434	-0.1116	0.8434	0.9184
0.2818	27.0	756	0.8359	-0.0595	0.8359	0.9143
0.2818	27.0714	758	0.8153	-0.0578	0.8153	0.9030
0.2818	27.1429	760	0.8019	-0.0578	0.8019	0.8955
0.2818	27.2143	762	0.7830	-0.0578	0.7830	0.8849
0.2818	27.2857	764	0.7644	-0.0578	0.7644	0.8743
0.2818	27.3571	766	0.7468	-0.0591	0.7468	0.8642
0.2818	27.4286	768	0.7318	0.0555	0.7318	0.8555
0.2818	27.5	770	0.7392	0.0416	0.7392	0.8598
0.2818	27.5714	772	0.7901	0.0857	0.7901	0.8889
0.2818	27.6429	774	0.8639	0.0129	0.8639	0.9295
0.2818	27.7143	776	0.9103	-0.0833	0.9103	0.9541
0.2818	27.7857	778	0.8960	-0.0823	0.8960	0.9466
0.2818	27.8571	780	0.8867	-0.0823	0.8867	0.9416
0.2818	27.9286	782	0.8521	0.0129	0.8521	0.9231
0.2818	28.0	784	0.8332	0.0690	0.8332	0.9128
0.2818	28.0714	786	0.8294	0.0650	0.8294	0.9107
0.2818	28.1429	788	0.8378	0.0129	0.8378	0.9153
0.2818	28.2143	790	0.8511	0.0129	0.8511	0.9225
0.2818	28.2857	792	0.8519	0.0099	0.8519	0.9230
0.2818	28.3571	794	0.8283	0.0159	0.8283	0.9101
0.2818	28.4286	796	0.8118	0.0191	0.8118	0.9010
0.2818	28.5	798	0.7968	0.0225	0.7968	0.8926
0.2818	28.5714	800	0.8126	0.0191	0.8126	0.9015
0.2818	28.6429	802	0.8563	0.0099	0.8563	0.9254
0.2818	28.7143	804	0.8726	-0.0371	0.8726	0.9341
0.2818	28.7857	806	0.8296	0.0159	0.8296	0.9108
0.2818	28.8571	808	0.7891	-0.0264	0.7891	0.8883
0.2818	28.9286	810	0.7955	-0.0264	0.7955	0.8919
0.2818	29.0	812	0.7894	0.0807	0.7894	0.8885
0.2818	29.0714	814	0.7946	0.0807	0.7946	0.8914
0.2818	29.1429	816	0.8228	0.0191	0.8228	0.9071
0.2818	29.2143	818	0.8736	-0.0351	0.8736	0.9347
0.2818	29.2857	820	0.8967	-0.0351	0.8967	0.9469
0.2818	29.3571	822	0.8949	0.0129	0.8949	0.9460
0.2818	29.4286	824	0.8860	0.0639	0.8860	0.9413
0.2818	29.5	826	0.8995	0.0639	0.8995	0.9484
0.2818	29.5714	828	0.8752	0.0639	0.8752	0.9355
0.2818	29.6429	830	0.8600	0.0639	0.8600	0.9274
0.2818	29.7143	832	0.8793	-0.0812	0.8793	0.9377
0.2818	29.7857	834	0.9108	-0.0442	0.9108	0.9543
0.2818	29.8571	836	0.8807	-0.0408	0.8807	0.9384
0.2818	29.9286	838	0.8221	0.0159	0.8221	0.9067
0.2818	30.0	840	0.7801	0.0416	0.7801	0.8832
0.2818	30.0714	842	0.7753	-0.1143	0.7753	0.8805
0.2818	30.1429	844	0.7716	-0.1074	0.7716	0.8784
0.2818	30.2143	846	0.7553	-0.0591	0.7553	0.8691
0.2818	30.2857	848	0.7490	-0.0101	0.7490	0.8655
0.2818	30.3571	850	0.7793	-0.0287	0.7793	0.8828
0.2818	30.4286	852	0.8323	-0.0331	0.8323	0.9123
0.2818	30.5	854	0.8889	-0.0833	0.8889	0.9428
0.2818	30.5714	856	0.8973	-0.0833	0.8973	0.9473
0.2818	30.6429	858	0.8478	0.0159	0.8478	0.9207
0.2818	30.7143	860	0.8272	-0.0240	0.8272	0.9095
0.2818	30.7857	862	0.8156	0.1433	0.8156	0.9031
0.2818	30.8571	864	0.8068	0.0909	0.8068	0.8982
0.2818	30.9286	866	0.7979	0.0909	0.7979	0.8932
0.2818	31.0	868	0.8057	0.0225	0.8057	0.8976
0.2818	31.0714	870	0.8056	0.0225	0.8056	0.8976
0.2818	31.1429	872	0.8344	0.0159	0.8344	0.9134
0.2818	31.2143	874	0.8632	-0.0371	0.8632	0.9291
0.2818	31.2857	876	0.8317	0.0159	0.8317	0.9120
0.2818	31.3571	878	0.7845	0.0909	0.7845	0.8857
0.2818	31.4286	880	0.7918	-0.0591	0.7918	0.8898
0.2818	31.5	882	0.8277	0.0155	0.8277	0.9098
0.2818	31.5714	884	0.8386	0.0155	0.8386	0.9157
0.2818	31.6429	886	0.8161	-0.1143	0.8161	0.9034
0.2818	31.7143	888	0.8034	-0.0096	0.8034	0.8963
0.2818	31.7857	890	0.8154	0.0857	0.8154	0.9030
0.2818	31.8571	892	0.8396	-0.0264	0.8396	0.9163
0.2818	31.9286	894	0.8523	-0.0264	0.8523	0.9232
0.2818	32.0	896	0.8600	-0.0264	0.8600	0.9273
0.2818	32.0714	898	0.8615	-0.0264	0.8615	0.9282
0.2818	32.1429	900	0.8990	-0.0287	0.8990	0.9482
0.2818	32.2143	902	0.8949	-0.0287	0.8949	0.9460
0.2818	32.2857	904	0.9076	-0.0287	0.9076	0.9527
0.2818	32.3571	906	0.9191	-0.0331	0.9191	0.9587
0.2818	32.4286	908	0.9329	-0.0801	0.9329	0.9659
0.2818	32.5	910	0.9314	-0.0801	0.9314	0.9651
0.2818	32.5714	912	0.9130	-0.0331	0.9130	0.9555
0.2818	32.6429	914	0.8604	-0.0287	0.8604	0.9276
0.2818	32.7143	916	0.8305	-0.0753	0.8305	0.9113
0.2818	32.7857	918	0.8441	-0.0287	0.8441	0.9187
0.2818	32.8571	920	0.8646	-0.0287	0.8646	0.9298
0.2818	32.9286	922	0.9294	-0.0331	0.9294	0.9641
0.2818	33.0	924	1.0005	-0.0801	1.0005	1.0002
0.2818	33.0714	926	1.0539	-0.0409	1.0539	1.0266
0.2818	33.1429	928	1.0946	-0.0847	1.0946	1.0462
0.2818	33.2143	930	1.0427	-0.0373	1.0427	1.0211
0.2818	33.2857	932	0.9881	-0.0767	0.9881	0.9940
0.2818	33.3571	934	0.9558	-0.0331	0.9558	0.9777
0.2818	33.4286	936	0.9507	-0.0801	0.9507	0.9751
0.2818	33.5	938	0.9128	-0.0331	0.9128	0.9554
0.2818	33.5714	940	0.8525	0.0159	0.8525	0.9233
0.2818	33.6429	942	0.8259	0.0159	0.8259	0.9088
0.2818	33.7143	944	0.8145	0.0159	0.8145	0.9025
0.2818	33.7857	946	0.7820	-0.0287	0.7820	0.8843
0.2818	33.8571	948	0.7488	0.0374	0.7488	0.8654
0.2818	33.9286	950	0.7504	-0.0131	0.7504	0.8663
0.2818	34.0	952	0.7422	-0.0069	0.7422	0.8615
0.2818	34.0714	954	0.7462	-0.0069	0.7462	0.8638
0.2818	34.1429	956	0.7523	-0.0069	0.7523	0.8673
0.2818	34.2143	958	0.7624	-0.0069	0.7624	0.8732
0.2818	34.2857	960	0.7627	-0.0101	0.7627	0.8734
0.2818	34.3571	962	0.7648	-0.0101	0.7648	0.8745
0.2818	34.4286	964	0.7800	0.0225	0.7800	0.8831
0.2818	34.5	966	0.8146	-0.0309	0.8146	0.9025
0.2818	34.5714	968	0.8485	-0.0371	0.8485	0.9212
0.2818	34.6429	970	0.8685	-0.0371	0.8685	0.9319
0.2818	34.7143	972	0.8846	-0.0371	0.8846	0.9406
0.2818	34.7857	974	0.8860	-0.1392	0.8860	0.9413
0.2818	34.8571	976	0.8924	-0.1392	0.8924	0.9446
0.2818	34.9286	978	0.8860	-0.1392	0.8860	0.9413
0.2818	35.0	980	0.8797	-0.1392	0.8797	0.9379
0.2818	35.0714	982	0.8617	-0.1394	0.8617	0.9283
0.2818	35.1429	984	0.8345	-0.0578	0.8345	0.9135
0.2818	35.2143	986	0.8179	-0.0675	0.8179	0.9044
0.2818	35.2857	988	0.8203	-0.0287	0.8203	0.9057
0.2818	35.3571	990	0.8149	-0.0264	0.8149	0.9027
0.2818	35.4286	992	0.8205	-0.0287	0.8205	0.9058
0.2818	35.5	994	0.8207	-0.0264	0.8207	0.9059
0.2818	35.5714	996	0.8327	-0.0287	0.8327	0.9125
0.2818	35.6429	998	0.8397	-0.0287	0.8397	0.9163
0.0545	35.7143	1000	0.8384	-0.0264	0.8384	0.9157
0.0545	35.7857	1002	0.8439	-0.0264	0.8439	0.9186
0.0545	35.8571	1004	0.8491	0.0303	0.8491	0.9215
0.0545	35.9286	1006	0.8556	-0.0108	0.8556	0.9250
0.0545	36.0	1008	0.8740	-0.0230	0.8740	0.9349
0.0545	36.0714	1010	0.9022	0.0095	0.9022	0.9498
0.0545	36.1429	1012	0.8778	0.0152	0.8778	0.9369
0.0545	36.2143	1014	0.8594	0.0159	0.8594	0.9270
0.0545	36.2857	1016	0.8341	0.0225	0.8341	0.9133
0.0545	36.3571	1018	0.7994	0.0416	0.7994	0.8941
0.0545	36.4286	1020	0.7863	0.0416	0.7863	0.8867
0.0545	36.5	1022	0.7867	-0.0188	0.7867	0.8870
0.0545	36.5714	1024	0.7894	-0.0188	0.7894	0.8885
0.0545	36.6429	1026	0.7901	0.0909	0.7901	0.8889
0.0545	36.7143	1028	0.7997	-0.0188	0.7997	0.8943
0.0545	36.7857	1030	0.8223	0.0225	0.8223	0.9068
0.0545	36.8571	1032	0.8381	-0.0309	0.8381	0.9155
0.0545	36.9286	1034	0.8458	-0.0351	0.8458	0.9197
0.0545	37.0	1036	0.8317	-0.0309	0.8317	0.9120
0.0545	37.0714	1038	0.8073	-0.0287	0.8073	0.8985
0.0545	37.1429	1040	0.7932	-0.0188	0.7932	0.8906
0.0545	37.2143	1042	0.7908	0.0416	0.7908	0.8893
0.0545	37.2857	1044	0.7993	-0.0096	0.7993	0.8940
0.0545	37.3571	1046	0.8093	-0.0096	0.8093	0.8996
0.0545	37.4286	1048	0.8203	0.0395	0.8203	0.9057
0.0545	37.5	1050	0.8442	-0.0690	0.8442	0.9188
0.0545	37.5714	1052	0.8746	-0.0371	0.8746	0.9352
0.0545	37.6429	1054	0.8909	-0.0371	0.8909	0.9439
0.0545	37.7143	1056	0.8526	-0.0351	0.8526	0.9233
0.0545	37.7857	1058	0.8002	0.0318	0.8002	0.8945
0.0545	37.8571	1060	0.7822	-0.0609	0.7822	0.8844
0.0545	37.9286	1062	0.7957	-0.0591	0.7957	0.8920
0.0545	38.0	1064	0.8071	-0.0591	0.8071	0.8984
0.0545	38.0714	1066	0.8003	-0.0591	0.8003	0.8946
0.0545	38.1429	1068	0.7815	-0.0609	0.7815	0.8840

Framework versions

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