ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k4_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: 0.7372
• Qwk: -0.0557
• Mse: 0.7372
• Rmse: 0.8586

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	0.1538	2	3.7860	0.0029	3.7860	1.9458
No log	0.3077	4	2.0944	0.0560	2.0944	1.4472
No log	0.4615	6	1.2975	0.0080	1.2975	1.1391
No log	0.6154	8	0.8704	-0.0351	0.8704	0.9329
No log	0.7692	10	0.8298	0.0071	0.8298	0.9110
No log	0.9231	12	1.4247	0.0887	1.4247	1.1936
No log	1.0769	14	0.8711	0.0545	0.8711	0.9333
No log	1.2308	16	0.7204	0.0334	0.7204	0.8488
No log	1.3846	18	0.7443	-0.0215	0.7443	0.8627
No log	1.5385	20	0.9658	-0.0031	0.9658	0.9827
No log	1.6923	22	0.9887	0.0100	0.9887	0.9943
No log	1.8462	24	1.1134	-0.0207	1.1134	1.0552
No log	2.0	26	0.9815	-0.0359	0.9815	0.9907
No log	2.1538	28	0.7575	-0.0644	0.7575	0.8703
No log	2.3077	30	0.8216	-0.0551	0.8216	0.9064
No log	2.4615	32	0.8012	-0.0571	0.8012	0.8951
No log	2.6154	34	1.0049	0.0458	1.0049	1.0025
No log	2.7692	36	2.1600	-0.0121	2.1600	1.4697
No log	2.9231	38	2.0435	-0.0086	2.0435	1.4295
No log	3.0769	40	1.2975	-0.0479	1.2975	1.1391
No log	3.2308	42	0.7956	-0.1246	0.7956	0.8920
No log	3.3846	44	0.7581	-0.0551	0.7581	0.8707
No log	3.5385	46	0.7529	-0.0551	0.7529	0.8677
No log	3.6923	48	0.7800	-0.0160	0.7800	0.8832
No log	3.8462	50	0.9302	0.0233	0.9302	0.9645
No log	4.0	52	0.8713	-0.0778	0.8713	0.9334
No log	4.1538	54	0.8074	-0.0609	0.8074	0.8986
No log	4.3077	56	0.8011	-0.0644	0.8011	0.8951
No log	4.4615	58	0.8045	-0.0609	0.8045	0.8969
No log	4.6154	60	0.8388	-0.1745	0.8388	0.9159
No log	4.7692	62	0.9339	0.0465	0.9339	0.9664
No log	4.9231	64	0.8768	0.1078	0.8768	0.9364
No log	5.0769	66	0.8046	0.1746	0.8046	0.8970
No log	5.2308	68	0.9161	0.1039	0.9161	0.9572
No log	5.3846	70	0.8673	0.1565	0.8673	0.9313
No log	5.5385	72	1.1332	0.0838	1.1332	1.0645
No log	5.6923	74	0.8925	0.0760	0.8925	0.9447
No log	5.8462	76	0.8801	0.1430	0.8801	0.9381
No log	6.0	78	0.8172	0.1608	0.8172	0.9040
No log	6.1538	80	0.8044	0.1221	0.8044	0.8969
No log	6.3077	82	0.7975	-0.0186	0.7975	0.8930
No log	6.4615	84	0.8214	-0.0821	0.8214	0.9063
No log	6.6154	86	0.8174	-0.0163	0.8174	0.9041
No log	6.7692	88	1.0788	0.0741	1.0788	1.0386
No log	6.9231	90	1.2036	0.0680	1.2036	1.0971
No log	7.0769	92	0.9043	0.0362	0.9043	0.9510
No log	7.2308	94	1.2088	0.0011	1.2088	1.0994
No log	7.3846	96	1.1906	0.0316	1.1906	1.0911
No log	7.5385	98	0.8983	-0.0522	0.8983	0.9478
No log	7.6923	100	1.2026	-0.0557	1.2026	1.0966
No log	7.8462	102	1.1564	-0.0870	1.1564	1.0754
No log	8.0	104	0.8599	0.1218	0.8599	0.9273
No log	8.1538	106	0.8520	0.0909	0.8520	0.9230
No log	8.3077	108	0.9176	0.0377	0.9176	0.9579
No log	8.4615	110	0.8926	0.0407	0.8926	0.9448
No log	8.6154	112	0.9223	-0.0061	0.9223	0.9603
No log	8.7692	114	0.9569	0.0050	0.9569	0.9782
No log	8.9231	116	0.8171	0.1498	0.8171	0.9039
No log	9.0769	118	0.8363	0.0917	0.8363	0.9145
No log	9.2308	120	0.7759	0.0277	0.7759	0.8809
No log	9.3846	122	0.7867	0.0959	0.7867	0.8869
No log	9.5385	124	0.8128	0.1758	0.8128	0.9016
No log	9.6923	126	0.7998	-0.0947	0.7998	0.8943
No log	9.8462	128	0.8102	-0.0533	0.8102	0.9001
No log	10.0	130	0.8060	-0.0614	0.8060	0.8978
No log	10.1538	132	0.7952	-0.0426	0.7952	0.8917
No log	10.3077	134	0.8095	-0.0218	0.8095	0.8997
No log	10.4615	136	1.0474	0.0458	1.0474	1.0234
No log	10.6154	138	1.0632	0.0147	1.0632	1.0311
No log	10.7692	140	0.8896	0.0875	0.8896	0.9432
No log	10.9231	142	1.0200	0.0465	1.0200	1.0099
No log	11.0769	144	0.9252	-0.0811	0.9252	0.9619
No log	11.2308	146	0.8639	0.0246	0.8639	0.9295
No log	11.3846	148	0.8434	-0.0163	0.8434	0.9184
No log	11.5385	150	0.8310	0.0200	0.8310	0.9116
No log	11.6923	152	0.9711	0.0072	0.9711	0.9854
No log	11.8462	154	0.8833	-0.0111	0.8833	0.9398
No log	12.0	156	0.8496	0.0600	0.8496	0.9217
No log	12.1538	158	1.1248	0.0083	1.1248	1.0606
No log	12.3077	160	0.9866	0.0333	0.9866	0.9933
No log	12.4615	162	0.8980	0.0047	0.8980	0.9476
No log	12.6154	164	1.1554	-0.0079	1.1554	1.0749
No log	12.7692	166	1.1625	-0.0079	1.1625	1.0782
No log	12.9231	168	0.9314	-0.0307	0.9314	0.9651
No log	13.0769	170	1.1365	-0.0157	1.1365	1.0661
No log	13.2308	172	1.2183	0.0631	1.2183	1.1038
No log	13.3846	174	0.9336	0.0755	0.9336	0.9663
No log	13.5385	176	0.8410	-0.0280	0.8410	0.9171
No log	13.6923	178	0.9268	0.0310	0.9268	0.9627
No log	13.8462	180	0.8170	-0.0692	0.8170	0.9039
No log	14.0	182	0.8818	0.1243	0.8818	0.9390
No log	14.1538	184	1.1627	0.0909	1.1627	1.0783
No log	14.3077	186	0.9645	0.1897	0.9645	0.9821
No log	14.4615	188	0.7754	-0.1077	0.7754	0.8806
No log	14.6154	190	0.7690	-0.0262	0.7690	0.8769
No log	14.7692	192	0.8841	0.1897	0.8841	0.9403
No log	14.9231	194	0.8719	0.1149	0.8719	0.9338
No log	15.0769	196	0.8294	0.0956	0.8294	0.9107
No log	15.2308	198	0.8142	-0.0230	0.8142	0.9023
No log	15.3846	200	0.8200	0.0175	0.8200	0.9055
No log	15.5385	202	0.7728	-0.0500	0.7728	0.8791
No log	15.6923	204	0.7494	-0.0992	0.7494	0.8657
No log	15.8462	206	0.7946	0.0956	0.7946	0.8914
No log	16.0	208	0.8433	0.1243	0.8433	0.9183
No log	16.1538	210	0.7407	0.0183	0.7407	0.8607
No log	16.3077	212	0.7445	-0.1473	0.7445	0.8628
No log	16.4615	214	0.8135	-0.0214	0.8135	0.9020
No log	16.6154	216	0.7780	-0.1204	0.7780	0.8820
No log	16.7692	218	0.7959	-0.0230	0.7959	0.8921
No log	16.9231	220	0.8131	-0.0230	0.8131	0.9017
No log	17.0769	222	0.8023	0.0216	0.8023	0.8957
No log	17.2308	224	0.8388	0.1171	0.8388	0.9158
No log	17.3846	226	0.8795	0.1171	0.8795	0.9378
No log	17.5385	228	0.7739	-0.0859	0.7739	0.8797
No log	17.6923	230	0.7622	0.0600	0.7622	0.8730
No log	17.8462	232	0.7443	-0.0628	0.7443	0.8627
No log	18.0	234	0.7980	0.0209	0.7980	0.8933
No log	18.1538	236	0.8023	0.0581	0.8023	0.8957
No log	18.3077	238	0.7863	0.0538	0.7863	0.8867
No log	18.4615	240	0.8551	0.0831	0.8551	0.9247
No log	18.6154	242	0.7832	0.0574	0.7832	0.8850
No log	18.7692	244	0.8038	0.0952	0.8038	0.8965
No log	18.9231	246	0.7675	0.0947	0.7675	0.8761
No log	19.0769	248	0.7214	0.0600	0.7214	0.8494
No log	19.2308	250	0.8741	0.1316	0.8741	0.9349
No log	19.3846	252	0.8391	0.0748	0.8391	0.9160
No log	19.5385	254	0.7064	0.0628	0.7064	0.8405
No log	19.6923	256	0.7439	0.1451	0.7439	0.8625
No log	19.8462	258	0.7662	0.1124	0.7662	0.8753
No log	20.0	260	0.7213	-0.0079	0.7213	0.8493
No log	20.1538	262	0.8404	0.1243	0.8404	0.9167
No log	20.3077	264	0.8917	0.1502	0.8917	0.9443
No log	20.4615	266	0.7953	0.0600	0.7953	0.8918
No log	20.6154	268	0.7491	-0.1395	0.7491	0.8655
No log	20.7692	270	0.7335	-0.1882	0.7335	0.8564
No log	20.9231	272	0.7144	-0.0228	0.7144	0.8452
No log	21.0769	274	0.7513	0.1395	0.7513	0.8668
No log	21.2308	276	0.7349	0.1395	0.7349	0.8573
No log	21.3846	278	0.6766	0.0260	0.6766	0.8226
No log	21.5385	280	0.6964	0.0532	0.6964	0.8345
No log	21.6923	282	0.7448	0.0229	0.7448	0.8630
No log	21.8462	284	0.7079	0.0444	0.7079	0.8414
No log	22.0	286	0.7687	0.1001	0.7687	0.8767
No log	22.1538	288	0.8233	0.1336	0.8233	0.9073
No log	22.3077	290	0.7647	0.0622	0.7647	0.8745
No log	22.4615	292	0.8094	0.0570	0.8094	0.8997
No log	22.6154	294	0.8154	0.0996	0.8154	0.9030
No log	22.7692	296	0.7351	-0.0465	0.7351	0.8574
No log	22.9231	298	0.7206	0.1627	0.7206	0.8489
No log	23.0769	300	0.7331	0.1047	0.7331	0.8562
No log	23.2308	302	0.7108	0.1202	0.7108	0.8431
No log	23.3846	304	0.7137	0.0355	0.7137	0.8448
No log	23.5385	306	0.7280	0.0355	0.7280	0.8532
No log	23.6923	308	0.7351	0.0282	0.7351	0.8574
No log	23.8462	310	0.7260	-0.0145	0.7260	0.8521
No log	24.0	312	0.7215	-0.0082	0.7215	0.8494
No log	24.1538	314	0.7288	-0.0027	0.7288	0.8537
No log	24.3077	316	0.7409	0.0460	0.7409	0.8608
No log	24.4615	318	0.7456	-0.0444	0.7456	0.8635
No log	24.6154	320	0.7342	-0.0086	0.7342	0.8568
No log	24.7692	322	0.7320	0.0318	0.7320	0.8556
No log	24.9231	324	0.7298	0.0863	0.7298	0.8543
No log	25.0769	326	0.7313	0.0863	0.7313	0.8552
No log	25.2308	328	0.7328	0.0863	0.7328	0.8560
No log	25.3846	330	0.7392	-0.0145	0.7392	0.8598
No log	25.5385	332	0.7410	0.0318	0.7410	0.8608
No log	25.6923	334	0.7848	0.1506	0.7848	0.8859
No log	25.8462	336	0.7968	0.1565	0.7968	0.8926
No log	26.0	338	0.7629	0.1144	0.7629	0.8735
No log	26.1538	340	0.7406	-0.0082	0.7406	0.8606
No log	26.3077	342	0.7205	0.0338	0.7205	0.8488
No log	26.4615	344	0.7161	0.1259	0.7161	0.8462
No log	26.6154	346	0.7341	0.1148	0.7341	0.8568
No log	26.7692	348	0.7075	0.0807	0.7075	0.8411
No log	26.9231	350	0.7036	-0.0065	0.7036	0.8388
No log	27.0769	352	0.7161	0.0	0.7161	0.8462
No log	27.2308	354	0.6976	-0.0125	0.6976	0.8352
No log	27.3846	356	0.7209	0.1148	0.7209	0.8491
No log	27.5385	358	0.8482	0.1243	0.8482	0.9210
No log	27.6923	360	0.8725	0.0946	0.8725	0.9341
No log	27.8462	362	0.7617	0.1836	0.7617	0.8728
No log	28.0	364	0.7216	-0.0573	0.7216	0.8495
No log	28.1538	366	0.7296	-0.0573	0.7296	0.8542
No log	28.3077	368	0.7640	0.2208	0.7640	0.8741
No log	28.4615	370	0.8431	0.1897	0.8431	0.9182
No log	28.6154	372	0.8433	0.1841	0.8433	0.9183
No log	28.7692	374	0.7380	0.1899	0.7380	0.8591
No log	28.9231	376	0.6961	-0.0541	0.6961	0.8343
No log	29.0769	378	0.7295	0.0889	0.7295	0.8541
No log	29.2308	380	0.7097	-0.0541	0.7097	0.8424
No log	29.3846	382	0.7182	0.1506	0.7182	0.8475
No log	29.5385	384	0.8161	0.1150	0.8161	0.9034
No log	29.6923	386	0.8563	0.1024	0.8563	0.9254
No log	29.8462	388	0.7970	0.1243	0.7970	0.8928
No log	30.0	390	0.7420	0.1440	0.7420	0.8614
No log	30.1538	392	0.7163	0.0776	0.7163	0.8463
No log	30.3077	394	0.7056	0.0338	0.7056	0.8400
No log	30.4615	396	0.7238	0.2034	0.7238	0.8508
No log	30.6154	398	0.7561	0.2349	0.7561	0.8695
No log	30.7692	400	0.7238	0.1627	0.7238	0.8508
No log	30.9231	402	0.7274	0.1565	0.7274	0.8529
No log	31.0769	404	0.7286	0.1565	0.7286	0.8536
No log	31.2308	406	0.7108	0.1627	0.7108	0.8431
No log	31.3846	408	0.7191	0.1095	0.7191	0.8480
No log	31.5385	410	0.7708	0.1758	0.7708	0.8780
No log	31.6923	412	0.7948	0.1190	0.7948	0.8915
No log	31.8462	414	0.7505	0.0313	0.7505	0.8663
No log	32.0	416	0.7744	0.1294	0.7744	0.8800
No log	32.1538	418	0.7985	0.1434	0.7985	0.8936
No log	32.3077	420	0.7520	0.0179	0.7520	0.8672
No log	32.4615	422	0.6930	-0.0086	0.6930	0.8325
No log	32.6154	424	0.6872	0.0807	0.6872	0.8290
No log	32.7692	426	0.6879	0.0857	0.6879	0.8294
No log	32.9231	428	0.6884	0.0807	0.6884	0.8297
No log	33.0769	430	0.6942	0.1259	0.6942	0.8332
No log	33.2308	432	0.6947	0.0807	0.6947	0.8335
No log	33.3846	434	0.7184	-0.0426	0.7184	0.8476
No log	33.5385	436	0.7838	0.1126	0.7838	0.8853
No log	33.6923	438	0.7742	0.1124	0.7742	0.8799
No log	33.8462	440	0.7149	0.0412	0.7149	0.8455
No log	34.0	442	0.7396	0.1259	0.7396	0.8600
No log	34.1538	444	0.7615	0.0999	0.7615	0.8726
No log	34.3077	446	0.7201	0.0318	0.7201	0.8486
No log	34.4615	448	0.7268	0.0061	0.7268	0.8526
No log	34.6154	450	0.7471	-0.1330	0.7471	0.8643
No log	34.7692	452	0.7142	-0.0541	0.7142	0.8451
No log	34.9231	454	0.6963	0.0863	0.6963	0.8345
No log	35.0769	456	0.6909	0.1379	0.6909	0.8312
No log	35.2308	458	0.6973	-0.0033	0.6973	0.8351
No log	35.3846	460	0.7194	0.0031	0.7194	0.8482
No log	35.5385	462	0.7149	0.0	0.7149	0.8455
No log	35.6923	464	0.7152	-0.0086	0.7152	0.8457
No log	35.8462	466	0.7144	-0.0145	0.7144	0.8453
No log	36.0	468	0.7378	0.1259	0.7378	0.8589
No log	36.1538	470	0.7349	0.0318	0.7349	0.8573
No log	36.3077	472	0.7318	-0.0145	0.7318	0.8554
No log	36.4615	474	0.7359	-0.0541	0.7359	0.8578
No log	36.6154	476	0.7450	-0.0541	0.7450	0.8631
No log	36.7692	478	0.7566	-0.0541	0.7566	0.8698
No log	36.9231	480	0.7737	-0.0541	0.7737	0.8796
No log	37.0769	482	0.7929	-0.0054	0.7929	0.8904
No log	37.2308	484	0.8092	-0.0103	0.8092	0.8996
No log	37.3846	486	0.8344	-0.0262	0.8344	0.9134
No log	37.5385	488	0.8255	-0.0316	0.8255	0.9086
No log	37.6923	490	0.7919	0.0214	0.7919	0.8899
No log	37.8462	492	0.7664	0.0375	0.7664	0.8754
No log	38.0	494	0.7549	0.0863	0.7549	0.8689
No log	38.1538	496	0.7496	0.0863	0.7496	0.8658
No log	38.3077	498	0.7471	0.1318	0.7471	0.8643
0.2497	38.4615	500	0.7550	0.0759	0.7550	0.8689
0.2497	38.6154	502	0.7687	0.0759	0.7687	0.8768
0.2497	38.7692	504	0.7875	0.1202	0.7875	0.8874
0.2497	38.9231	506	0.7699	-0.0557	0.7699	0.8774
0.2497	39.0769	508	0.8285	0.0949	0.8285	0.9102
0.2497	39.2308	510	0.9043	0.0657	0.9043	0.9509
0.2497	39.3846	512	0.8835	0.0925	0.8835	0.9400
0.2497	39.5385	514	0.8501	0.0024	0.8501	0.9220
0.2497	39.6923	516	0.8642	0.0465	0.8642	0.9296
0.2497	39.8462	518	0.8728	0.0805	0.8728	0.9342
0.2497	40.0	520	0.8139	0.0923	0.8139	0.9022
0.2497	40.1538	522	0.7888	-0.0025	0.7888	0.8881
0.2497	40.3077	524	0.7800	-0.0426	0.7800	0.8832
0.2497	40.4615	526	0.7591	0.0341	0.7591	0.8712
0.2497	40.6154	528	0.7596	-0.0240	0.7596	0.8716
0.2497	40.7692	530	0.7990	0.1239	0.7990	0.8939
0.2497	40.9231	532	0.8191	0.2015	0.8191	0.9050
0.2497	41.0769	534	0.8205	0.2015	0.8205	0.9058
0.2497	41.2308	536	0.7910	0.1660	0.7910	0.8894
0.2497	41.3846	538	0.7318	0.1965	0.7318	0.8555
0.2497	41.5385	540	0.7258	0.1965	0.7258	0.8520
0.2497	41.6923	542	0.7319	0.1965	0.7319	0.8555
0.2497	41.8462	544	0.6943	0.1259	0.6943	0.8332
0.2497	42.0	546	0.6801	0.0964	0.6801	0.8247
0.2497	42.1538	548	0.7074	0.0089	0.7074	0.8411
0.2497	42.3077	550	0.7268	-0.0293	0.7268	0.8525
0.2497	42.4615	552	0.7006	0.0488	0.7006	0.8370
0.2497	42.6154	554	0.6829	0.0355	0.6829	0.8264
0.2497	42.7692	556	0.7060	0.1506	0.7060	0.8402
0.2497	42.9231	558	0.7615	0.2141	0.7615	0.8727
0.2497	43.0769	560	0.7804	0.2424	0.7804	0.8834
0.2497	43.2308	562	0.7511	0.2141	0.7511	0.8667
0.2497	43.3846	564	0.7402	0.1336	0.7402	0.8603
0.2497	43.5385	566	0.7247	0.1387	0.7247	0.8513
0.2497	43.6923	568	0.7146	0.0412	0.7146	0.8453
0.2497	43.8462	570	0.7163	-0.0029	0.7163	0.8463
0.2497	44.0	572	0.7093	-0.0186	0.7093	0.8422
0.2497	44.1538	574	0.7334	0.1387	0.7334	0.8564
0.2497	44.3077	576	0.7679	0.1291	0.7679	0.8763
0.2497	44.4615	578	0.7698	0.1291	0.7698	0.8774
0.2497	44.6154	580	0.7338	0.1440	0.7338	0.8566
0.2497	44.7692	582	0.7092	0.0776	0.7092	0.8422
0.2497	44.9231	584	0.7051	0.0776	0.7051	0.8397
0.2497	45.0769	586	0.7114	0.1599	0.7114	0.8435
0.2497	45.2308	588	0.7377	0.2349	0.7377	0.8589
0.2497	45.3846	590	0.7617	0.2349	0.7617	0.8728
0.2497	45.5385	592	0.7628	0.2349	0.7628	0.8734
0.2497	45.6923	594	0.7426	0.2349	0.7426	0.8617
0.2497	45.8462	596	0.7351	0.2105	0.7351	0.8574
0.2497	46.0	598	0.7399	0.2105	0.7399	0.8602
0.2497	46.1538	600	0.7337	0.2105	0.7337	0.8565
0.2497	46.3077	602	0.7208	0.2258	0.7208	0.8490
0.2497	46.4615	604	0.7225	0.2258	0.7225	0.8500
0.2497	46.6154	606	0.7312	0.2105	0.7312	0.8551
0.2497	46.7692	608	0.7470	0.2105	0.7470	0.8643
0.2497	46.9231	610	0.7478	0.2424	0.7478	0.8647
0.2497	47.0769	612	0.7243	0.0410	0.7243	0.8511
0.2497	47.2308	614	0.7460	0.0570	0.7460	0.8637
0.2497	47.3846	616	0.7679	0.1393	0.7679	0.8763
0.2497	47.5385	618	0.7512	0.0991	0.7512	0.8667
0.2497	47.6923	620	0.7021	0.0937	0.7021	0.8379
0.2497	47.8462	622	0.6823	0.0394	0.6823	0.8260
0.2497	48.0	624	0.6771	0.1379	0.6771	0.8229
0.2497	48.1538	626	0.6751	0.1379	0.6751	0.8216
0.2497	48.3077	628	0.6750	0.1379	0.6750	0.8216
0.2497	48.4615	630	0.6949	-0.0029	0.6949	0.8336
0.2497	48.6154	632	0.7174	0.0081	0.7174	0.8470
0.2497	48.7692	634	0.7175	0.0081	0.7175	0.8471
0.2497	48.9231	636	0.6940	0.0375	0.6940	0.8331
0.2497	49.0769	638	0.6964	0.0807	0.6964	0.8345
0.2497	49.2308	640	0.6968	0.1691	0.6968	0.8347
0.2497	49.3846	642	0.6804	0.0807	0.6804	0.8249
0.2497	49.5385	644	0.6771	0.0807	0.6771	0.8229
0.2497	49.6923	646	0.6792	0.0807	0.6792	0.8242
0.2497	49.8462	648	0.6856	0.1259	0.6856	0.8280
0.2497	50.0	650	0.6853	0.0807	0.6853	0.8278
0.2497	50.1538	652	0.6925	-0.0056	0.6925	0.8322
0.2497	50.3077	654	0.7049	-0.0056	0.7049	0.8396
0.2497	50.4615	656	0.7130	0.1761	0.7130	0.8444
0.2497	50.6154	658	0.7109	0.0323	0.7109	0.8432
0.2497	50.7692	660	0.7220	0.0768	0.7220	0.8497
0.2497	50.9231	662	0.7433	0.1899	0.7433	0.8622
0.2497	51.0769	664	0.7394	0.2424	0.7394	0.8599
0.2497	51.2308	666	0.7144	0.0768	0.7144	0.8452
0.2497	51.3846	668	0.7230	0.0428	0.7230	0.8503
0.2497	51.5385	670	0.7480	0.0987	0.7480	0.8649
0.2497	51.6923	672	0.7293	-0.0370	0.7293	0.8540
0.2497	51.8462	674	0.7109	0.0444	0.7109	0.8431
0.2497	52.0	676	0.6934	0.0375	0.6934	0.8327
0.2497	52.1538	678	0.6841	0.1379	0.6841	0.8271
0.2497	52.3077	680	0.6903	0.1202	0.6903	0.8308
0.2497	52.4615	682	0.7002	0.2034	0.7002	0.8368
0.2497	52.6154	684	0.6907	0.2034	0.6907	0.8311
0.2497	52.7692	686	0.6788	0.0807	0.6788	0.8239
0.2497	52.9231	688	0.6774	0.0863	0.6774	0.8230
0.2497	53.0769	690	0.6799	0.0375	0.6799	0.8245
0.2497	53.2308	692	0.6845	-0.0086	0.6845	0.8273
0.2497	53.3846	694	0.6912	-0.0029	0.6912	0.8314
0.2497	53.5385	696	0.6829	-0.0086	0.6829	0.8264
0.2497	53.6923	698	0.6805	0.1259	0.6805	0.8249
0.2497	53.8462	700	0.6829	0.1691	0.6829	0.8264
0.2497	54.0	702	0.6848	0.1691	0.6848	0.8275
0.2497	54.1538	704	0.6854	0.1691	0.6854	0.8279
0.2497	54.3077	706	0.6959	0.0768	0.6959	0.8342
0.2497	54.4615	708	0.7081	0.0318	0.7081	0.8415
0.2497	54.6154	710	0.7207	-0.0541	0.7207	0.8490
0.2497	54.7692	712	0.7210	-0.0541	0.7210	0.8491
0.2497	54.9231	714	0.7187	-0.0541	0.7187	0.8478
0.2497	55.0769	716	0.7291	0.1495	0.7291	0.8539
0.2497	55.2308	718	0.7425	0.2349	0.7425	0.8617
0.2497	55.3846	720	0.7461	0.2277	0.7461	0.8638
0.2497	55.5385	722	0.7325	0.2349	0.7325	0.8559
0.2497	55.6923	724	0.7419	0.2277	0.7419	0.8613
0.2497	55.8462	726	0.7349	0.2349	0.7349	0.8573
0.2497	56.0	728	0.7065	0.1691	0.7065	0.8405
0.2497	56.1538	730	0.6916	0.0863	0.6916	0.8316
0.2497	56.3077	732	0.6943	-0.0488	0.6943	0.8332
0.2497	56.4615	734	0.6889	0.0863	0.6889	0.8300
0.2497	56.6154	736	0.6913	0.1259	0.6913	0.8314
0.2497	56.7692	738	0.7093	0.1965	0.7093	0.8422
0.2497	56.9231	740	0.7192	0.2349	0.7192	0.8480
0.2497	57.0769	742	0.7296	0.2349	0.7296	0.8541
0.2497	57.2308	744	0.7306	0.1879	0.7306	0.8547
0.2497	57.3846	746	0.7365	0.1431	0.7365	0.8582
0.2497	57.5385	748	0.7298	0.1048	0.7298	0.8543
0.2497	57.6923	750	0.7194	-0.0541	0.7194	0.8482
0.2497	57.8462	752	0.7271	0.0	0.7271	0.8527
0.2497	58.0	754	0.7245	-0.0056	0.7245	0.8512
0.2497	58.1538	756	0.7123	-0.0086	0.7123	0.8440
0.2497	58.3077	758	0.7158	0.1565	0.7158	0.8461
0.2497	58.4615	760	0.7367	0.2349	0.7367	0.8583
0.2497	58.6154	762	0.7255	0.1965	0.7255	0.8517
0.2497	58.7692	764	0.7096	0.1202	0.7096	0.8424
0.2497	58.9231	766	0.6999	0.0807	0.6999	0.8366
0.2497	59.0769	768	0.6967	0.0863	0.6967	0.8347
0.2497	59.2308	770	0.6900	0.0375	0.6900	0.8307
0.2497	59.3846	772	0.6874	0.0375	0.6874	0.8291
0.2497	59.5385	774	0.6855	0.0375	0.6855	0.8279
0.2497	59.6923	776	0.6861	0.0759	0.6861	0.8283
0.2497	59.8462	778	0.6872	0.1146	0.6872	0.8290
0.2497	60.0	780	0.6866	0.0690	0.6866	0.8286
0.2497	60.1538	782	0.6904	-0.0113	0.6904	0.8309
0.2497	60.3077	784	0.7156	0.1333	0.7156	0.8460
0.2497	60.4615	786	0.7512	0.1739	0.7512	0.8667
0.2497	60.6154	788	0.7632	0.1739	0.7632	0.8736
0.2497	60.7692	790	0.7679	0.1393	0.7679	0.8763
0.2497	60.9231	792	0.7588	0.0123	0.7588	0.8711
0.2497	61.0769	794	0.7451	0.0026	0.7451	0.8632
0.2497	61.2308	796	0.7376	-0.0500	0.7376	0.8588
0.2497	61.3846	798	0.7397	-0.0517	0.7397	0.8600
0.2497	61.5385	800	0.7372	-0.0557	0.7372	0.8586

Framework versions

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