ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.7229
• Qwk: -0.1060
• Mse: 0.7229
• Rmse: 0.8502

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	0.0769	2	3.6581	-0.0157	3.6581	1.9126
No log	0.1538	4	1.8936	0.0213	1.8936	1.3761
No log	0.2308	6	1.0395	-0.0133	1.0395	1.0195
No log	0.3077	8	1.2496	0.0083	1.2496	1.1179
No log	0.3846	10	0.9957	-0.0595	0.9957	0.9979
No log	0.4615	12	0.6983	0.1021	0.6983	0.8357
No log	0.5385	14	0.7358	0.0	0.7358	0.8578
No log	0.6154	16	0.7080	-0.0101	0.7080	0.8414
No log	0.6923	18	1.0061	-0.0182	1.0061	1.0030
No log	0.7692	20	0.7582	0.0807	0.7582	0.8707
No log	0.8462	22	0.7327	-0.0035	0.7327	0.8560
No log	0.9231	24	0.7728	-0.0035	0.7728	0.8791
No log	1.0	26	1.1670	0.0470	1.1670	1.0803
No log	1.0769	28	1.4516	0.0325	1.4516	1.2048
No log	1.1538	30	0.8364	0.0196	0.8364	0.9146
No log	1.2308	32	0.9206	-0.0771	0.9206	0.9595
No log	1.3077	34	0.9572	-0.0976	0.9572	0.9784
No log	1.3846	36	0.7535	0.0135	0.7535	0.8681
No log	1.4615	38	1.0578	0.0623	1.0578	1.0285
No log	1.5385	40	0.9651	0.0651	0.9651	0.9824
No log	1.6154	42	0.7048	0.1379	0.7048	0.8395
No log	1.6923	44	0.8727	-0.0648	0.8727	0.9342
No log	1.7692	46	0.8685	-0.0692	0.8685	0.9320
No log	1.8462	48	0.7614	0.0783	0.7614	0.8726
No log	1.9231	50	1.0311	0.1042	1.0311	1.0154
No log	2.0	52	1.0657	0.0975	1.0657	1.0324
No log	2.0769	54	0.8581	0.0741	0.8581	0.9264
No log	2.1538	56	1.0317	0.0497	1.0317	1.0157
No log	2.2308	58	1.0683	0.1077	1.0683	1.0336
No log	2.3077	60	0.9622	0.0610	0.9622	0.9809
No log	2.3846	62	1.1572	0.0735	1.1572	1.0757
No log	2.4615	64	1.0437	0.0929	1.0437	1.0216
No log	2.5385	66	1.0746	0.0814	1.0746	1.0366
No log	2.6154	68	1.1662	0.0980	1.1662	1.0799
No log	2.6923	70	1.0270	0.0231	1.0270	1.0134
No log	2.7692	72	0.9476	0.0143	0.9476	0.9734
No log	2.8462	74	1.0593	-0.0068	1.0593	1.0292
No log	2.9231	76	0.9377	-0.1734	0.9377	0.9684
No log	3.0	78	1.0636	0.0083	1.0636	1.0313
No log	3.0769	80	1.1482	-0.0901	1.1482	1.0715
No log	3.1538	82	0.9449	-0.0473	0.9449	0.9721
No log	3.2308	84	1.0108	0.0336	1.0108	1.0054
No log	3.3077	86	1.2039	0.0855	1.2039	1.0972
No log	3.3846	88	0.9431	0.0438	0.9431	0.9711
No log	3.4615	90	0.9785	0.1078	0.9785	0.9892
No log	3.5385	92	0.9817	0.1078	0.9817	0.9908
No log	3.6154	94	0.9486	0.0685	0.9486	0.9740
No log	3.6923	96	1.0094	0.0805	1.0094	1.0047
No log	3.7692	98	1.2338	-0.0075	1.2338	1.1108
No log	3.8462	100	1.2328	-0.0363	1.2328	1.1103
No log	3.9231	102	1.0734	0.0775	1.0734	1.0360
No log	4.0	104	1.0747	0.0485	1.0747	1.0367
No log	4.0769	106	0.9853	0.1054	0.9853	0.9926
No log	4.1538	108	0.9453	0.1313	0.9453	0.9723
No log	4.2308	110	1.2468	0.0859	1.2468	1.1166
No log	4.3077	112	1.2918	0.0859	1.2918	1.1366
No log	4.3846	114	0.9180	0.1155	0.9180	0.9581
No log	4.4615	116	0.7457	-0.0051	0.7457	0.8636
No log	4.5385	118	0.8516	0.0755	0.8516	0.9228
No log	4.6154	120	0.7948	-0.1026	0.7948	0.8915
No log	4.6923	122	0.8301	-0.0354	0.8301	0.9111
No log	4.7692	124	0.8938	0.0392	0.8938	0.9454
No log	4.8462	126	0.9754	0.0532	0.9754	0.9876
No log	4.9231	128	0.9663	0.0604	0.9663	0.9830
No log	5.0	130	1.0243	0.0968	1.0243	1.0121
No log	5.0769	132	1.2434	0.0848	1.2434	1.1151
No log	5.1538	134	1.0520	0.0512	1.0520	1.0257
No log	5.2308	136	0.8339	0.1646	0.8339	0.9132
No log	5.3077	138	0.8359	-0.0711	0.8359	0.9143
No log	5.3846	140	0.8291	0.0804	0.8291	0.9106
No log	5.4615	142	0.9557	0.0391	0.9557	0.9776
No log	5.5385	144	0.9557	0.1005	0.9557	0.9776
No log	5.6154	146	0.9079	0.0227	0.9079	0.9528
No log	5.6923	148	0.9609	0.0856	0.9609	0.9802
No log	5.7692	150	0.9226	0.0021	0.9226	0.9605
No log	5.8462	152	0.9985	0.1112	0.9985	0.9993
No log	5.9231	154	0.8958	0.1355	0.8958	0.9465
No log	6.0	156	0.7969	0.0	0.7969	0.8927
No log	6.0769	158	0.7658	0.0889	0.7658	0.8751
No log	6.1538	160	0.7457	-0.0113	0.7457	0.8635
No log	6.2308	162	0.7625	0.0884	0.7625	0.8732
No log	6.3077	164	0.7687	0.0323	0.7687	0.8768
No log	6.3846	166	0.8179	0.0741	0.8179	0.9044
No log	6.4615	168	0.8771	0.1580	0.8771	0.9366
No log	6.5385	170	1.0094	0.0943	1.0094	1.0047
No log	6.6154	172	1.0649	0.1544	1.0649	1.0319
No log	6.6923	174	1.0666	0.0648	1.0666	1.0328
No log	6.7692	176	1.0790	0.0599	1.0790	1.0388
No log	6.8462	178	1.1245	0.0078	1.1245	1.0604
No log	6.9231	180	1.1790	-0.0423	1.1790	1.0858
No log	7.0	182	1.0132	0.1273	1.0132	1.0066
No log	7.0769	184	0.9349	0.0838	0.9349	0.9669
No log	7.1538	186	0.9988	0.0710	0.9988	0.9994
No log	7.2308	188	1.1080	0.0179	1.1080	1.0526
No log	7.3077	190	0.9720	0.1684	0.9720	0.9859
No log	7.3846	192	0.9384	0.0768	0.9384	0.9687
No log	7.4615	194	0.9401	0.0755	0.9401	0.9696
No log	7.5385	196	0.9715	0.1637	0.9715	0.9856
No log	7.6154	198	1.2506	0.0267	1.2506	1.1183
No log	7.6923	200	1.3137	0.0574	1.3137	1.1462
No log	7.7692	202	1.0224	0.0403	1.0224	1.0111
No log	7.8462	204	0.8536	0.0236	0.8536	0.9239
No log	7.9231	206	0.9159	0.0392	0.9159	0.9570
No log	8.0	208	0.8342	0.0146	0.8342	0.9134
No log	8.0769	210	0.8358	0.0998	0.8358	0.9142
No log	8.1538	212	1.1770	0.1408	1.1770	1.0849
No log	8.2308	214	1.2494	0.1133	1.2494	1.1178
No log	8.3077	216	1.1009	0.0855	1.1009	1.0492
No log	8.3846	218	0.8844	-0.0089	0.8844	0.9404
No log	8.4615	220	0.8489	0.0247	0.8489	0.9214
No log	8.5385	222	1.0540	-0.0110	1.0540	1.0266
No log	8.6154	224	1.0662	0.1373	1.0662	1.0326
No log	8.6923	226	0.9743	0.1089	0.9743	0.9871
No log	8.7692	228	0.9864	-0.0055	0.9864	0.9932
No log	8.8462	230	1.0636	0.0472	1.0636	1.0313
No log	8.9231	232	0.9577	0.0046	0.9577	0.9786
No log	9.0	234	0.8863	0.0275	0.8863	0.9414
No log	9.0769	236	0.8242	-0.0156	0.8242	0.9079
No log	9.1538	238	0.8477	0.1336	0.8477	0.9207
No log	9.2308	240	0.8198	0.1049	0.8198	0.9054
No log	9.3077	242	0.8859	-0.0468	0.8859	0.9412
No log	9.3846	244	0.9039	-0.0901	0.9039	0.9507
No log	9.4615	246	0.8819	-0.0646	0.8819	0.9391
No log	9.5385	248	0.8279	-0.0049	0.8279	0.9099
No log	9.6154	250	0.7933	-0.0495	0.7933	0.8907
No log	9.6923	252	0.7804	-0.0557	0.7804	0.8834
No log	9.7692	254	0.7820	0.1047	0.7820	0.8843
No log	9.8462	256	0.7881	0.0574	0.7881	0.8877
No log	9.9231	258	0.7685	0.1187	0.7685	0.8766
No log	10.0	260	0.7639	0.0081	0.7639	0.8740
No log	10.0769	262	0.7803	0.0991	0.7803	0.8833
No log	10.1538	264	0.7628	0.0570	0.7628	0.8734
No log	10.2308	266	0.7209	-0.1040	0.7209	0.8491
No log	10.3077	268	0.7074	0.0303	0.7074	0.8410
No log	10.3846	270	0.7261	0.0269	0.7261	0.8521
No log	10.4615	272	0.7837	0.0522	0.7837	0.8853
No log	10.5385	274	0.8290	0.1035	0.8290	0.9105
No log	10.6154	276	0.7759	0.1272	0.7759	0.8808
No log	10.6923	278	0.7669	-0.0026	0.7669	0.8757
No log	10.7692	280	0.7490	0.0357	0.7490	0.8654
No log	10.8462	282	0.7278	0.0318	0.7278	0.8531
No log	10.9231	284	0.7249	0.0318	0.7249	0.8514
No log	11.0	286	0.7251	-0.0152	0.7251	0.8516
No log	11.0769	288	0.7712	-0.0280	0.7712	0.8782
No log	11.1538	290	0.7814	0.0947	0.7814	0.8839
No log	11.2308	292	0.8226	0.0517	0.8226	0.9070
No log	11.3077	294	0.8547	0.0529	0.8547	0.9245
No log	11.3846	296	0.9120	0.1277	0.9120	0.9550
No log	11.4615	298	1.0313	0.1296	1.0313	1.0156
No log	11.5385	300	0.9279	0.1571	0.9279	0.9633
No log	11.6154	302	0.8871	0.0923	0.8871	0.9419
No log	11.6923	304	0.9101	-0.0007	0.9101	0.9540
No log	11.7692	306	0.8072	0.0504	0.8072	0.8984
No log	11.8462	308	0.7990	0.2109	0.7990	0.8939
No log	11.9231	310	0.7954	0.1037	0.7954	0.8919
No log	12.0	312	0.7328	0.0357	0.7328	0.8560
No log	12.0769	314	0.7497	0.0956	0.7497	0.8659
No log	12.1538	316	0.7415	0.0611	0.7415	0.8611
No log	12.2308	318	0.7575	-0.0629	0.7575	0.8704
No log	12.3077	320	0.8231	0.1285	0.8231	0.9072
No log	12.3846	322	0.8587	0.1615	0.8587	0.9267
No log	12.4615	324	0.8314	0.0334	0.8314	0.9118
No log	12.5385	326	0.8384	0.0334	0.8384	0.9157
No log	12.6154	328	0.8556	0.1247	0.8556	0.9250
No log	12.6923	330	0.8463	0.1247	0.8463	0.9199
No log	12.7692	332	0.8067	0.0771	0.8067	0.8982
No log	12.8462	334	0.8082	0.0146	0.8082	0.8990
No log	12.9231	336	0.7859	-0.0686	0.7859	0.8865
No log	13.0	338	0.7964	0.0308	0.7964	0.8924
No log	13.0769	340	0.8199	-0.0784	0.8199	0.9055
No log	13.1538	342	0.8476	0.0045	0.8476	0.9206
No log	13.2308	344	0.8477	0.0318	0.8477	0.9207
No log	13.3077	346	0.8463	0.0318	0.8463	0.9199
No log	13.3846	348	0.8325	0.0265	0.8325	0.9124
No log	13.4615	350	0.8287	0.0611	0.8287	0.9103
No log	13.5385	352	0.8092	0.0611	0.8092	0.8996
No log	13.6154	354	0.7749	-0.0170	0.7749	0.8803
No log	13.6923	356	0.7632	-0.0967	0.7632	0.8736
No log	13.7692	358	0.7516	-0.1538	0.7516	0.8669
No log	13.8462	360	0.7461	-0.0628	0.7461	0.8638
No log	13.9231	362	0.7660	0.0359	0.7660	0.8752
No log	14.0	364	0.7999	0.1221	0.7999	0.8944
No log	14.0769	366	0.8162	0.0833	0.8162	0.9034
No log	14.1538	368	0.7845	0.2713	0.7845	0.8857
No log	14.2308	370	0.7836	0.1048	0.7836	0.8852
No log	14.3077	372	0.7487	0.0690	0.7487	0.8653
No log	14.3846	374	0.7299	-0.0118	0.7299	0.8543
No log	14.4615	376	0.7027	-0.0118	0.7027	0.8383
No log	14.5385	378	0.6978	-0.0118	0.6978	0.8354
No log	14.6154	380	0.7122	-0.1094	0.7122	0.8439
No log	14.6923	382	0.7799	0.0663	0.7799	0.8831
No log	14.7692	384	0.8265	0.1174	0.8265	0.9091
No log	14.8462	386	0.7520	0.0889	0.7520	0.8672
No log	14.9231	388	0.7261	0.0776	0.7261	0.8521
No log	15.0	390	0.7298	0.0338	0.7298	0.8543
No log	15.0769	392	0.7305	-0.0170	0.7305	0.8547
No log	15.1538	394	0.7433	0.0	0.7433	0.8622
No log	15.2308	396	0.7720	0.0987	0.7720	0.8787
No log	15.3077	398	0.7254	0.0338	0.7254	0.8517
No log	15.3846	400	0.7375	0.1146	0.7375	0.8588
No log	15.4615	402	0.7660	0.1506	0.7660	0.8752
No log	15.5385	404	0.7257	0.1146	0.7257	0.8519
No log	15.6154	406	0.7591	-0.0370	0.7591	0.8713
No log	15.6923	408	0.8209	0.0239	0.8209	0.9060
No log	15.7692	410	0.7832	0.0025	0.7832	0.8850
No log	15.8462	412	0.7698	0.0700	0.7698	0.8774
No log	15.9231	414	0.8816	0.0826	0.8816	0.9389
No log	16.0	416	0.9063	0.1107	0.9063	0.9520
No log	16.0769	418	0.8168	0.1359	0.8168	0.9038
No log	16.1538	420	0.8917	0.1269	0.8917	0.9443
No log	16.2308	422	0.9024	0.1988	0.9024	0.9500
No log	16.3077	424	0.8172	0.0518	0.8172	0.9040
No log	16.3846	426	0.7818	0.1144	0.7818	0.8842
No log	16.4615	428	0.7663	0.2034	0.7663	0.8754
No log	16.5385	430	0.7362	0.1627	0.7362	0.8580
No log	16.6154	432	0.7223	0.1146	0.7223	0.8499
No log	16.6923	434	0.7304	-0.0660	0.7304	0.8547
No log	16.7692	436	0.7487	-0.1047	0.7487	0.8653
No log	16.8462	438	0.7772	-0.1333	0.7772	0.8816
No log	16.9231	440	0.7825	-0.1333	0.7825	0.8846
No log	17.0	442	0.7774	0.1202	0.7774	0.8817
No log	17.0769	444	0.7757	0.1627	0.7757	0.8807
No log	17.1538	446	0.7547	0.0282	0.7547	0.8687
No log	17.2308	448	0.7658	-0.0444	0.7658	0.8751
No log	17.3077	450	0.7585	0.0323	0.7585	0.8709
No log	17.3846	452	0.7738	-0.0170	0.7738	0.8796
No log	17.4615	454	0.7868	0.0723	0.7868	0.8870
No log	17.5385	456	0.8297	0.1097	0.8297	0.9109
No log	17.6154	458	0.8063	0.1146	0.8063	0.8980
No log	17.6923	460	0.7874	-0.0170	0.7874	0.8873
No log	17.7692	462	0.7868	-0.0079	0.7868	0.8870
No log	17.8462	464	0.7898	0.0495	0.7898	0.8887
No log	17.9231	466	0.7712	0.0081	0.7712	0.8782
No log	18.0	468	0.7484	0.0884	0.7484	0.8651
No log	18.0769	470	0.7475	0.0289	0.7475	0.8646
No log	18.1538	472	0.7589	0.1003	0.7589	0.8712
No log	18.2308	474	0.7613	0.1003	0.7613	0.8725
No log	18.3077	476	0.7520	0.1048	0.7520	0.8672
No log	18.3846	478	0.7746	-0.0462	0.7746	0.8801
No log	18.4615	480	0.7767	-0.0841	0.7767	0.8813
No log	18.5385	482	0.7665	-0.0051	0.7665	0.8755
No log	18.6154	484	0.7578	0.0341	0.7578	0.8705
No log	18.6923	486	0.7768	-0.0810	0.7768	0.8814
No log	18.7692	488	0.7555	-0.0939	0.7555	0.8692
No log	18.8462	490	0.7387	0.2034	0.7387	0.8595
No log	18.9231	492	0.7777	0.1836	0.7777	0.8819
No log	19.0	494	0.7697	0.1899	0.7697	0.8773
No log	19.0769	496	0.7441	0.0690	0.7441	0.8626
No log	19.1538	498	0.8127	-0.0187	0.8127	0.9015
0.2685	19.2308	500	0.8150	-0.0187	0.8150	0.9028
0.2685	19.3077	502	0.7682	-0.0465	0.7682	0.8765
0.2685	19.3846	504	0.7572	0.1095	0.7572	0.8702
0.2685	19.4615	506	0.7696	0.1495	0.7696	0.8772
0.2685	19.5385	508	0.7689	0.1943	0.7689	0.8769
0.2685	19.6154	510	0.7483	0.1095	0.7483	0.8650
0.2685	19.6923	512	0.7285	-0.0599	0.7285	0.8535
0.2685	19.7692	514	0.7299	-0.0488	0.7299	0.8544
0.2685	19.8462	516	0.7328	0.0543	0.7328	0.8560
0.2685	19.9231	518	0.7272	0.0357	0.7272	0.8528
0.2685	20.0	520	0.7431	-0.0054	0.7431	0.8621
0.2685	20.0769	522	0.7457	0.0359	0.7457	0.8635
0.2685	20.1538	524	0.7591	0.0426	0.7591	0.8713
0.2685	20.2308	526	0.7424	0.1573	0.7424	0.8616
0.2685	20.3077	528	0.7513	0.0757	0.7513	0.8668
0.2685	20.3846	530	0.7450	0.1095	0.7450	0.8631
0.2685	20.4615	532	0.7508	0.1423	0.7508	0.8665
0.2685	20.5385	534	0.7861	0.1174	0.7861	0.8866
0.2685	20.6154	536	0.8070	0.1612	0.8070	0.8983
0.2685	20.6923	538	0.7863	0.1569	0.7863	0.8867
0.2685	20.7692	540	0.7649	0.1387	0.7649	0.8746
0.2685	20.8462	542	0.7888	0.0826	0.7888	0.8881
0.2685	20.9231	544	0.7457	0.1899	0.7457	0.8635
0.2685	21.0	546	0.7333	0.0269	0.7333	0.8563
0.2685	21.0769	548	0.7506	-0.0366	0.7506	0.8664
0.2685	21.1538	550	0.7637	-0.0345	0.7637	0.8739
0.2685	21.2308	552	0.7196	-0.0949	0.7196	0.8483
0.2685	21.3077	554	0.7054	-0.0627	0.7054	0.8399
0.2685	21.3846	556	0.7129	0.0814	0.7129	0.8444
0.2685	21.4615	558	0.7356	0.1240	0.7356	0.8577
0.2685	21.5385	560	0.7564	0.1228	0.7564	0.8697
0.2685	21.6154	562	0.7632	0.0856	0.7632	0.8736
0.2685	21.6923	564	0.7465	0.1141	0.7465	0.8640
0.2685	21.7692	566	0.7475	0.1901	0.7475	0.8646
0.2685	21.8462	568	0.7557	0.1139	0.7557	0.8693
0.2685	21.9231	570	0.7625	0.0361	0.7625	0.8732
0.2685	22.0	572	0.7623	0.1863	0.7623	0.8731
0.2685	22.0769	574	0.7739	0.1423	0.7739	0.8797
0.2685	22.1538	576	0.7724	0.1006	0.7724	0.8789
0.2685	22.2308	578	0.7948	0.1834	0.7948	0.8915
0.2685	22.3077	580	0.9149	0.0391	0.9149	0.9565
0.2685	22.3846	582	0.9804	0.0516	0.9804	0.9902
0.2685	22.4615	584	0.9002	0.0783	0.9002	0.9488
0.2685	22.5385	586	0.8131	0.1001	0.8131	0.9017
0.2685	22.6154	588	0.7580	0.1550	0.7580	0.8706
0.2685	22.6923	590	0.7751	0.1943	0.7751	0.8804
0.2685	22.7692	592	0.7591	0.0660	0.7591	0.8712
0.2685	22.8462	594	0.7562	0.0460	0.7562	0.8696
0.2685	22.9231	596	0.8384	0.0699	0.8384	0.9156
0.2685	23.0	598	0.8800	0.1119	0.8800	0.9381
0.2685	23.0769	600	0.8548	0.0665	0.8548	0.9246
0.2685	23.1538	602	0.7764	0.0861	0.7764	0.8811
0.2685	23.2308	604	0.7589	0.1094	0.7589	0.8712
0.2685	23.3077	606	0.7416	0.1529	0.7416	0.8612
0.2685	23.3846	608	0.7473	0.0495	0.7473	0.8645
0.2685	23.4615	610	0.7783	0.0240	0.7783	0.8822
0.2685	23.5385	612	0.7961	0.0260	0.7961	0.8923
0.2685	23.6154	614	0.7849	0.0200	0.7849	0.8859
0.2685	23.6923	616	0.7564	-0.0500	0.7564	0.8697
0.2685	23.7692	618	0.7734	0.1859	0.7734	0.8794
0.2685	23.8462	620	0.8102	0.1800	0.8102	0.9001
0.2685	23.9231	622	0.7960	0.1823	0.7960	0.8922
0.2685	24.0	624	0.7923	0.1407	0.7923	0.8901
0.2685	24.0769	626	0.7841	0.1823	0.7841	0.8855
0.2685	24.1538	628	0.7637	0.1049	0.7637	0.8739
0.2685	24.2308	630	0.7360	-0.0156	0.7360	0.8579
0.2685	24.3077	632	0.7429	0.0081	0.7429	0.8619
0.2685	24.3846	634	0.7835	0.1929	0.7835	0.8851
0.2685	24.4615	636	0.7760	0.1536	0.7760	0.8809
0.2685	24.5385	638	0.7380	-0.0446	0.7380	0.8591
0.2685	24.6154	640	0.7244	0.0741	0.7244	0.8511
0.2685	24.6923	642	0.7380	0.1965	0.7380	0.8591
0.2685	24.7692	644	0.7450	0.1965	0.7450	0.8631
0.2685	24.8462	646	0.7460	0.1049	0.7460	0.8637
0.2685	24.9231	648	0.7585	0.0810	0.7585	0.8709
0.2685	25.0	650	0.7877	0.1285	0.7877	0.8875
0.2685	25.0769	652	0.8024	0.0964	0.8024	0.8958
0.2685	25.1538	654	0.7890	0.0203	0.7890	0.8883
0.2685	25.2308	656	0.7721	-0.0200	0.7721	0.8787
0.2685	25.3077	658	0.7356	-0.0524	0.7356	0.8577
0.2685	25.3846	660	0.7296	0.1565	0.7296	0.8542
0.2685	25.4615	662	0.7311	0.0768	0.7311	0.8550
0.2685	25.5385	664	0.7583	0.0078	0.7583	0.8708
0.2685	25.6154	666	0.7947	-0.0257	0.7947	0.8914
0.2685	25.6923	668	0.7982	0.0441	0.7982	0.8934
0.2685	25.7692	670	0.8008	0.1093	0.8008	0.8949
0.2685	25.8462	672	0.7956	0.1093	0.7956	0.8920
0.2685	25.9231	674	0.7747	0.0330	0.7747	0.8802
0.2685	26.0	676	0.7668	0.0361	0.7668	0.8757
0.2685	26.0769	678	0.7475	-0.0426	0.7475	0.8646
0.2685	26.1538	680	0.7327	-0.0930	0.7327	0.8560
0.2685	26.2308	682	0.7050	-0.0125	0.7050	0.8397
0.2685	26.3077	684	0.6898	0.0857	0.6898	0.8306
0.2685	26.3846	686	0.7011	0.0857	0.7011	0.8373
0.2685	26.4615	688	0.7342	0.0428	0.7342	0.8569
0.2685	26.5385	690	0.7949	-0.0153	0.7949	0.8916
0.2685	26.6154	692	0.7945	-0.0220	0.7945	0.8913
0.2685	26.6923	694	0.7759	0.0097	0.7759	0.8808
0.2685	26.7692	696	0.7525	0.0410	0.7525	0.8674
0.2685	26.8462	698	0.7431	0.1141	0.7431	0.8620
0.2685	26.9231	700	0.7554	0.0650	0.7554	0.8692
0.2685	27.0	702	0.7604	0.1141	0.7604	0.8720
0.2685	27.0769	704	0.7662	0.1139	0.7662	0.8753
0.2685	27.1538	706	0.7656	0.1049	0.7656	0.8750
0.2685	27.2308	708	0.7573	0.1475	0.7573	0.8702
0.2685	27.3077	710	0.7306	0.1141	0.7306	0.8547
0.2685	27.3846	712	0.7274	0.0058	0.7274	0.8529
0.2685	27.4615	714	0.8004	-0.0566	0.8004	0.8946
0.2685	27.5385	716	0.8232	-0.0116	0.8232	0.9073
0.2685	27.6154	718	0.7717	-0.0271	0.7717	0.8784
0.2685	27.6923	720	0.7238	-0.1535	0.7238	0.8508
0.2685	27.7692	722	0.7513	0.1627	0.7513	0.8667
0.2685	27.8462	724	0.8492	0.0786	0.8492	0.9215
0.2685	27.9231	726	0.8777	0.1107	0.8777	0.9368
0.2685	28.0	728	0.8321	0.1423	0.8321	0.9122
0.2685	28.0769	730	0.8222	0.1133	0.8222	0.9067
0.2685	28.1538	732	0.8311	0.1977	0.8311	0.9117
0.2685	28.2308	734	0.8014	0.0827	0.8014	0.8952
0.2685	28.3077	736	0.7703	0.0709	0.7703	0.8777
0.2685	28.3846	738	0.7846	0.1342	0.7846	0.8858
0.2685	28.4615	740	0.7760	0.1342	0.7760	0.8809
0.2685	28.5385	742	0.7465	0.0714	0.7465	0.8640
0.2685	28.6154	744	0.7376	0.0714	0.7376	0.8588
0.2685	28.6923	746	0.7253	0.1318	0.7253	0.8517
0.2685	28.7692	748	0.7264	-0.0560	0.7264	0.8523
0.2685	28.8462	750	0.7440	-0.0427	0.7440	0.8626
0.2685	28.9231	752	0.7556	0.0110	0.7556	0.8693
0.2685	29.0	754	0.7442	-0.0427	0.7442	0.8627
0.2685	29.0769	756	0.7514	0.0056	0.7514	0.8669
0.2685	29.1538	758	0.7680	0.0985	0.7680	0.8763
0.2685	29.2308	760	0.7821	0.0991	0.7821	0.8843
0.2685	29.3077	762	0.7689	0.0110	0.7689	0.8769
0.2685	29.3846	764	0.7504	0.0	0.7504	0.8663
0.2685	29.4615	766	0.7544	0.0503	0.7544	0.8685
0.2685	29.5385	768	0.7498	0.0058	0.7498	0.8659
0.2685	29.6154	770	0.7575	0.0110	0.7575	0.8704
0.2685	29.6923	772	0.7435	0.0	0.7435	0.8623
0.2685	29.7692	774	0.7156	0.0338	0.7156	0.8460
0.2685	29.8462	776	0.7086	0.1148	0.7086	0.8418
0.2685	29.9231	778	0.7207	0.1047	0.7207	0.8490
0.2685	30.0	780	0.7151	0.1565	0.7151	0.8456
0.2685	30.0769	782	0.7102	0.1565	0.7102	0.8428
0.2685	30.1538	784	0.7130	0.1565	0.7130	0.8444
0.2685	30.2308	786	0.7214	0.0814	0.7214	0.8494
0.2685	30.3077	788	0.7507	0.0937	0.7507	0.8664
0.2685	30.3846	790	0.7649	0.0937	0.7649	0.8746
0.2685	30.4615	792	0.7390	0.0893	0.7390	0.8596
0.2685	30.5385	794	0.7186	0.0768	0.7186	0.8477
0.2685	30.6154	796	0.7080	0.0714	0.7080	0.8414
0.2685	30.6923	798	0.6983	0.0714	0.6983	0.8356
0.2685	30.7692	800	0.6931	0.0714	0.6931	0.8325
0.2685	30.8462	802	0.6857	0.1379	0.6857	0.8281
0.2685	30.9231	804	0.6892	0.0964	0.6892	0.8302
0.2685	31.0	806	0.6863	0.0964	0.6863	0.8284
0.2685	31.0769	808	0.6990	0.0964	0.6990	0.8360
0.2685	31.1538	810	0.7332	0.0135	0.7332	0.8563
0.2685	31.2308	812	0.7500	0.0617	0.7500	0.8660
0.2685	31.3077	814	0.7364	0.0545	0.7364	0.8581
0.2685	31.3846	816	0.7180	0.1453	0.7180	0.8474
0.2685	31.4615	818	0.7106	0.0454	0.7106	0.8430
0.2685	31.5385	820	0.7032	-0.0030	0.7032	0.8386
0.2685	31.6154	822	0.7102	-0.0030	0.7102	0.8427
0.2685	31.6923	824	0.7451	0.0606	0.7451	0.8632
0.2685	31.7692	826	0.7615	0.1034	0.7615	0.8726
0.2685	31.8462	828	0.7360	0.0056	0.7360	0.8579
0.2685	31.9231	830	0.7057	0.0909	0.7057	0.8400
0.2685	32.0	832	0.7162	0.1148	0.7162	0.8463
0.2685	32.0769	834	0.7302	0.1565	0.7302	0.8545
0.2685	32.1538	836	0.7362	0.1565	0.7362	0.8580
0.2685	32.2308	838	0.7206	0.1202	0.7206	0.8489
0.2685	32.3077	840	0.7290	0.0934	0.7290	0.8538
0.2685	32.3846	842	0.7645	0.0991	0.7645	0.8743
0.2685	32.4615	844	0.7558	0.0606	0.7558	0.8694
0.2685	32.5385	846	0.7154	0.0058	0.7154	0.8458
0.2685	32.6154	848	0.6801	-0.0065	0.6801	0.8247
0.2685	32.6923	850	0.6652	0.0964	0.6652	0.8156
0.2685	32.7692	852	0.6726	0.0964	0.6726	0.8201
0.2685	32.8462	854	0.6891	0.0857	0.6891	0.8301
0.2685	32.9231	856	0.7093	0.0759	0.7093	0.8422
0.2685	33.0	858	0.7305	0.0723	0.7305	0.8547
0.2685	33.0769	860	0.7511	0.0	0.7511	0.8667
0.2685	33.1538	862	0.7652	0.0902	0.7652	0.8747
0.2685	33.2308	864	0.7753	0.0949	0.7753	0.8805
0.2685	33.3077	866	0.7578	0.0441	0.7578	0.8705
0.2685	33.3846	868	0.7366	-0.0186	0.7366	0.8583
0.2685	33.4615	870	0.7326	0.1565	0.7326	0.8559
0.2685	33.5385	872	0.7544	0.1449	0.7544	0.8685
0.2685	33.6154	874	0.7520	0.1449	0.7520	0.8672
0.2685	33.6923	876	0.7376	0.1965	0.7376	0.8589
0.2685	33.7692	878	0.7372	-0.0614	0.7372	0.8586
0.2685	33.8462	880	0.7485	-0.0517	0.7485	0.8652
0.2685	33.9231	882	0.7420	-0.1006	0.7420	0.8614
0.2685	34.0	884	0.7363	-0.1060	0.7363	0.8581
0.2685	34.0769	886	0.7229	-0.1060	0.7229	0.8502

Framework versions

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