ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task1_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: 1.1548
• Qwk: 0.5818
• Mse: 1.1548
• Rmse: 1.0746

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	0.0909	2	7.0432	0.0	7.0432	2.6539
No log	0.1818	4	4.7993	0.0576	4.7993	2.1907
No log	0.2727	6	4.4660	-0.0381	4.4660	2.1133
No log	0.3636	8	3.7402	-0.0388	3.7402	1.9340
No log	0.4545	10	2.2100	0.1085	2.2100	1.4866
No log	0.5455	12	2.0106	0.1897	2.0106	1.4180
No log	0.6364	14	2.7029	0.0129	2.7029	1.6441
No log	0.7273	16	2.6636	0.0136	2.6636	1.6321
No log	0.8182	18	2.0844	0.0976	2.0844	1.4438
No log	0.9091	20	1.8139	0.1818	1.8139	1.3468
No log	1.0	22	1.7392	0.1869	1.7392	1.3188
No log	1.0909	24	1.7219	0.1698	1.7219	1.3122
No log	1.1818	26	1.6775	0.1682	1.6775	1.2952
No log	1.2727	28	1.7384	0.2393	1.7384	1.3185
No log	1.3636	30	2.0328	0.2388	2.0328	1.4258
No log	1.4545	32	2.5144	0.1500	2.5144	1.5857
No log	1.5455	34	2.7594	0.1358	2.7594	1.6611
No log	1.6364	36	2.7724	0.1412	2.7724	1.6651
No log	1.7273	38	2.2159	0.2436	2.2159	1.4886
No log	1.8182	40	1.4492	0.4328	1.4492	1.2038
No log	1.9091	42	1.2934	0.3478	1.2934	1.1373
No log	2.0	44	1.4330	0.2523	1.4330	1.1971
No log	2.0909	46	1.3957	0.3051	1.3957	1.1814
No log	2.1818	48	1.4973	0.4361	1.4973	1.2236
No log	2.2727	50	2.3139	0.1667	2.3139	1.5212
No log	2.3636	52	3.1541	0.1932	3.1541	1.7760
No log	2.4545	54	3.4796	0.1878	3.4796	1.8654
No log	2.5455	56	3.1067	0.1932	3.1067	1.7626
No log	2.6364	58	2.1960	0.2353	2.1960	1.4819
No log	2.7273	60	1.3527	0.5263	1.3527	1.1631
No log	2.8182	62	1.1262	0.5512	1.1262	1.0612
No log	2.9091	64	1.1782	0.4959	1.1782	1.0855
No log	3.0	66	1.2723	0.3793	1.2723	1.1280
No log	3.0909	68	1.1696	0.4921	1.1696	1.0815
No log	3.1818	70	1.2456	0.5191	1.2456	1.1161
No log	3.2727	72	1.5253	0.5211	1.5253	1.2350
No log	3.3636	74	1.4781	0.5	1.4781	1.2158
No log	3.4545	76	1.3688	0.5522	1.3688	1.1700
No log	3.5455	78	1.1980	0.5522	1.1980	1.0945
No log	3.6364	80	1.1748	0.5778	1.1748	1.0839
No log	3.7273	82	1.1942	0.5797	1.1942	1.0928
No log	3.8182	84	1.4308	0.5616	1.4308	1.1961
No log	3.9091	86	1.7411	0.4371	1.7411	1.3195
No log	4.0	88	2.1811	0.2857	2.1811	1.4769
No log	4.0909	90	2.0262	0.3804	2.0262	1.4234
No log	4.1818	92	1.2558	0.5752	1.2558	1.1206
No log	4.2727	94	0.8447	0.7692	0.8447	0.9191
No log	4.3636	96	0.9467	0.6621	0.9467	0.9730
No log	4.4545	98	1.1605	0.5906	1.1605	1.0773
No log	4.5455	100	1.3124	0.5031	1.3124	1.1456
No log	4.6364	102	1.3876	0.5119	1.3876	1.1780
No log	4.7273	104	1.3958	0.5870	1.3958	1.1814
No log	4.8182	106	1.2798	0.5829	1.2798	1.1313
No log	4.9091	108	1.0755	0.5976	1.0755	1.0371
No log	5.0	110	1.0042	0.5915	1.0042	1.0021
No log	5.0909	112	0.9956	0.6187	0.9956	0.9978
No log	5.1818	114	0.9930	0.6294	0.9930	0.9965
No log	5.2727	116	1.2473	0.5767	1.2473	1.1168
No log	5.3636	118	1.6764	0.4813	1.6764	1.2948
No log	5.4545	120	1.7206	0.5	1.7206	1.3117
No log	5.5455	122	1.2510	0.6	1.2510	1.1185
No log	5.6364	124	1.1697	0.6265	1.1697	1.0815
No log	5.7273	126	1.2402	0.6087	1.2402	1.1136
No log	5.8182	128	1.3165	0.5833	1.3165	1.1474
No log	5.9091	130	1.6706	0.4947	1.6706	1.2925
No log	6.0	132	1.7404	0.5279	1.7404	1.3192
No log	6.0909	134	1.4449	0.5263	1.4449	1.2020
No log	6.1818	136	1.1875	0.5641	1.1875	1.0897
No log	6.2727	138	1.1392	0.5714	1.1392	1.0673
No log	6.3636	140	1.3055	0.5444	1.3055	1.1426
No log	6.4545	142	1.8166	0.5027	1.8166	1.3478
No log	6.5455	144	2.3564	0.4171	2.3564	1.5351
No log	6.6364	146	2.2988	0.4171	2.2988	1.5162
No log	6.7273	148	2.0022	0.4560	2.0022	1.4150
No log	6.8182	150	1.3495	0.5294	1.3495	1.1617
No log	6.9091	152	0.8825	0.7114	0.8825	0.9394
No log	7.0	154	0.8121	0.6986	0.8121	0.9012
No log	7.0909	156	0.8969	0.6892	0.8969	0.9470
No log	7.1818	158	1.1052	0.5921	1.1052	1.0513
No log	7.2727	160	1.1133	0.5949	1.1133	1.0551
No log	7.3636	162	1.1010	0.5695	1.1010	1.0493
No log	7.4545	164	1.0986	0.5972	1.0986	1.0481
No log	7.5455	166	1.0697	0.6351	1.0697	1.0342
No log	7.6364	168	0.9968	0.6429	0.9968	0.9984
No log	7.7273	170	1.0379	0.6383	1.0379	1.0188
No log	7.8182	172	1.0564	0.6014	1.0564	1.0278
No log	7.9091	174	1.0333	0.5793	1.0333	1.0165
No log	8.0	176	1.0625	0.5563	1.0625	1.0308
No log	8.0909	178	1.0999	0.6173	1.0999	1.0488
No log	8.1818	180	1.1739	0.6279	1.1739	1.0835
No log	8.2727	182	1.0895	0.6258	1.0895	1.0438
No log	8.3636	184	0.8982	0.6364	0.8982	0.9477
No log	8.4545	186	0.8550	0.6757	0.8550	0.9247
No log	8.5455	188	0.8573	0.7020	0.8573	0.9259
No log	8.6364	190	0.9556	0.6494	0.9556	0.9776
No log	8.7273	192	0.9062	0.6389	0.9062	0.9520
No log	8.8182	194	0.8144	0.6715	0.8144	0.9024
No log	8.9091	196	0.8099	0.6715	0.8099	0.8999
No log	9.0	198	0.9011	0.5778	0.9011	0.9493
No log	9.0909	200	1.2306	0.6038	1.2306	1.1093
No log	9.1818	202	1.7335	0.4828	1.7335	1.3166
No log	9.2727	204	2.0754	0.4653	2.0754	1.4406
No log	9.3636	206	1.8809	0.5052	1.8809	1.3715
No log	9.4545	208	1.3508	0.6023	1.3508	1.1622
No log	9.5455	210	0.8869	0.7073	0.8869	0.9417
No log	9.6364	212	0.7251	0.7368	0.7251	0.8515
No log	9.7273	214	0.7421	0.7397	0.7421	0.8615
No log	9.8182	216	0.7468	0.7397	0.7468	0.8642
No log	9.9091	218	0.7299	0.7568	0.7299	0.8543
No log	10.0	220	0.7621	0.7152	0.7621	0.8730
No log	10.0909	222	0.9046	0.6923	0.9046	0.9511
No log	10.1818	224	1.0021	0.6923	1.0021	1.0010
No log	10.2727	226	0.8804	0.6923	0.8804	0.9383
No log	10.3636	228	0.9465	0.6743	0.9465	0.9729
No log	10.4545	230	1.1608	0.5930	1.1608	1.0774
No log	10.5455	232	1.1516	0.5767	1.1516	1.0731
No log	10.6364	234	1.0296	0.6122	1.0296	1.0147
No log	10.7273	236	1.0266	0.6154	1.0266	1.0132
No log	10.8182	238	1.1703	0.5789	1.1703	1.0818
No log	10.9091	240	1.4450	0.5318	1.4450	1.2021
No log	11.0	242	1.4568	0.5618	1.4568	1.2070
No log	11.0909	244	1.5594	0.5761	1.5594	1.2488
No log	11.1818	246	1.3630	0.5967	1.3630	1.1675
No log	11.2727	248	0.9548	0.6585	0.9548	0.9772
No log	11.3636	250	0.8349	0.6909	0.8349	0.9137
No log	11.4545	252	0.8231	0.6909	0.8231	0.9072
No log	11.5455	254	0.8584	0.7024	0.8584	0.9265
No log	11.6364	256	0.9392	0.7126	0.9392	0.9691
No log	11.7273	258	0.8872	0.7024	0.8872	0.9419
No log	11.8182	260	0.8002	0.6797	0.8002	0.8946
No log	11.9091	262	0.8058	0.6711	0.8058	0.8977
No log	12.0	264	0.8530	0.7152	0.8530	0.9236
No log	12.0909	266	0.8670	0.6875	0.8670	0.9311
No log	12.1818	268	1.0330	0.6514	1.0330	1.0164
No log	12.2727	270	1.1047	0.6358	1.1047	1.0511
No log	12.3636	272	1.1348	0.6358	1.1348	1.0653
No log	12.4545	274	1.2069	0.6358	1.2069	1.0986
No log	12.5455	276	1.2853	0.6257	1.2853	1.1337
No log	12.6364	278	1.2370	0.6480	1.2370	1.1122
No log	12.7273	280	1.2400	0.6739	1.2400	1.1135
No log	12.8182	282	1.1674	0.6629	1.1674	1.0805
No log	12.9091	284	1.1090	0.6703	1.1090	1.0531
No log	13.0	286	1.1105	0.6517	1.1105	1.0538
No log	13.0909	288	1.2106	0.6630	1.2106	1.1003
No log	13.1818	290	1.4057	0.5989	1.4057	1.1856
No log	13.2727	292	1.4129	0.6077	1.4129	1.1886
No log	13.3636	294	1.3485	0.6264	1.3485	1.1612
No log	13.4545	296	1.2935	0.6448	1.2935	1.1373
No log	13.5455	298	1.0415	0.6279	1.0415	1.0205
No log	13.6364	300	0.8670	0.7024	0.8670	0.9311
No log	13.7273	302	0.8423	0.7219	0.8423	0.9177
No log	13.8182	304	0.8728	0.7143	0.8728	0.9342
No log	13.9091	306	1.0183	0.6667	1.0183	1.0091
No log	14.0	308	1.0893	0.6316	1.0893	1.0437
No log	14.0909	310	1.0043	0.6747	1.0043	1.0021
No log	14.1818	312	0.9247	0.6980	0.9247	0.9616
No log	14.2727	314	0.9261	0.6757	0.9261	0.9624
No log	14.3636	316	0.9781	0.6410	0.9781	0.9890
No log	14.4545	318	1.1998	0.5917	1.1998	1.0953
No log	14.5455	320	1.5234	0.5543	1.5234	1.2343
No log	14.6364	322	1.6561	0.5579	1.6561	1.2869
No log	14.7273	324	1.5265	0.5914	1.5265	1.2355
No log	14.8182	326	1.1477	0.6154	1.1477	1.0713
No log	14.9091	328	0.9430	0.6536	0.9430	0.9711
No log	15.0	330	0.9076	0.6849	0.9076	0.9527
No log	15.0909	332	0.9247	0.6849	0.9247	0.9616
No log	15.1818	334	0.9275	0.6939	0.9275	0.9631
No log	15.2727	336	0.9341	0.6892	0.9341	0.9665
No log	15.3636	338	1.0084	0.5621	1.0084	1.0042
No log	15.4545	340	1.2017	0.6279	1.2017	1.0962
No log	15.5455	342	1.3358	0.6180	1.3358	1.1558
No log	15.6364	344	1.2982	0.6369	1.2982	1.1394
No log	15.7273	346	1.2645	0.6369	1.2645	1.1245
No log	15.8182	348	1.0570	0.5839	1.0570	1.0281
No log	15.9091	350	0.9500	0.6846	0.9500	0.9747
No log	16.0	352	0.9323	0.6939	0.9323	0.9656
No log	16.0909	354	0.9547	0.6711	0.9547	0.9771
No log	16.1818	356	1.0466	0.5935	1.0466	1.0230
No log	16.2727	358	1.1411	0.5854	1.1411	1.0682
No log	16.3636	360	1.2329	0.625	1.2329	1.1104
No log	16.4545	362	1.1645	0.6071	1.1645	1.0791
No log	16.5455	364	1.0331	0.5935	1.0331	1.0164
No log	16.6364	366	0.9716	0.6571	0.9716	0.9857
No log	16.7273	368	0.9800	0.6809	0.9800	0.9900
No log	16.8182	370	0.9740	0.6809	0.9740	0.9869
No log	16.9091	372	0.9738	0.6259	0.9738	0.9868
No log	17.0	374	0.9945	0.6452	0.9945	0.9972
No log	17.0909	376	1.1179	0.5904	1.1179	1.0573
No log	17.1818	378	1.3036	0.6235	1.3036	1.1418
No log	17.2727	380	1.4940	0.5549	1.4940	1.2223
No log	17.3636	382	1.5794	0.5349	1.5794	1.2567
No log	17.4545	384	1.4955	0.5412	1.4955	1.2229
No log	17.5455	386	1.2892	0.5952	1.2892	1.1354
No log	17.6364	388	1.1212	0.6049	1.1212	1.0589
No log	17.7273	390	1.0660	0.5946	1.0660	1.0325
No log	17.8182	392	1.1605	0.6309	1.1605	1.0772
No log	17.9091	394	1.2979	0.6	1.2979	1.1392
No log	18.0	396	1.2109	0.6104	1.2109	1.1004
No log	18.0909	398	1.0630	0.5655	1.0630	1.0310
No log	18.1818	400	0.9968	0.5556	0.9968	0.9984
No log	18.2727	402	0.9487	0.6301	0.9487	0.9740
No log	18.3636	404	0.8569	0.6944	0.8569	0.9257
No log	18.4545	406	0.8368	0.7123	0.8368	0.9148
No log	18.5455	408	0.8872	0.6806	0.8872	0.9419
No log	18.6364	410	1.0043	0.6541	1.0043	1.0022
No log	18.7273	412	1.0398	0.6541	1.0398	1.0197
No log	18.8182	414	0.9941	0.6369	0.9941	0.9971
No log	18.9091	416	0.8969	0.7	0.8969	0.9470
No log	19.0	418	0.8876	0.7044	0.8876	0.9421
No log	19.0909	420	0.8947	0.7	0.8947	0.9459
No log	19.1818	422	0.9946	0.6951	0.9946	0.9973
No log	19.2727	424	1.1375	0.6395	1.1375	1.0665
No log	19.3636	426	1.1242	0.6667	1.1242	1.0603
No log	19.4545	428	0.9831	0.7241	0.9831	0.9915
No log	19.5455	430	0.8843	0.7066	0.8843	0.9404
No log	19.6364	432	0.8527	0.7186	0.8527	0.9234
No log	19.7273	434	0.8066	0.7186	0.8066	0.8981
No log	19.8182	436	0.8217	0.7262	0.8217	0.9065
No log	19.9091	438	0.8408	0.7262	0.8408	0.9170
No log	20.0	440	0.8648	0.7089	0.8648	0.9300
No log	20.0909	442	0.8577	0.7105	0.8577	0.9261
No log	20.1818	444	0.9134	0.6711	0.9134	0.9557
No log	20.2727	446	0.9973	0.6443	0.9973	0.9986
No log	20.3636	448	1.0610	0.6329	1.0610	1.0301
No log	20.4545	450	1.1375	0.6071	1.1375	1.0666
No log	20.5455	452	1.1524	0.6272	1.1524	1.0735
No log	20.6364	454	1.1433	0.5868	1.1433	1.0692
No log	20.7273	456	1.1016	0.6310	1.1016	1.0496
No log	20.8182	458	1.0447	0.65	1.0447	1.0221
No log	20.9091	460	1.0552	0.6	1.0552	1.0272
No log	21.0	462	1.0738	0.5912	1.0738	1.0362
No log	21.0909	464	1.1234	0.6220	1.1234	1.0599
No log	21.1818	466	1.1442	0.6071	1.1442	1.0697
No log	21.2727	468	1.1797	0.6322	1.1797	1.0862
No log	21.3636	470	1.1670	0.6190	1.1670	1.0803
No log	21.4545	472	1.0513	0.6173	1.0513	1.0253
No log	21.5455	474	0.8771	0.6753	0.8771	0.9365
No log	21.6364	476	0.8271	0.6897	0.8271	0.9095
No log	21.7273	478	0.8293	0.6761	0.8293	0.9106
No log	21.8182	480	0.8458	0.6892	0.8458	0.9197
No log	21.9091	482	0.9514	0.6410	0.9514	0.9754
No log	22.0	484	1.0502	0.6173	1.0502	1.0248
No log	22.0909	486	1.0133	0.6543	1.0133	1.0066
No log	22.1818	488	0.9040	0.6710	0.9040	0.9508
No log	22.2727	490	0.8822	0.6755	0.8822	0.9393
No log	22.3636	492	0.8884	0.6755	0.8884	0.9425
No log	22.4545	494	0.9492	0.6351	0.9492	0.9743
No log	22.5455	496	1.0990	0.6225	1.0990	1.0483
No log	22.6364	498	1.3039	0.5679	1.3039	1.1419
0.4046	22.7273	500	1.4216	0.5581	1.4216	1.1923
0.4046	22.8182	502	1.4293	0.5946	1.4293	1.1956
0.4046	22.9091	504	1.3075	0.6120	1.3075	1.1435
0.4046	23.0	506	1.0965	0.6190	1.0965	1.0471
0.4046	23.0909	508	1.0194	0.6258	1.0194	1.0096
0.4046	23.1818	510	1.0049	0.6323	1.0049	1.0025
0.4046	23.2727	512	0.9991	0.6081	0.9991	0.9996
0.4046	23.3636	514	1.0673	0.6122	1.0673	1.0331
0.4046	23.4545	516	1.1190	0.6122	1.1190	1.0578
0.4046	23.5455	518	1.1141	0.6364	1.1141	1.0555
0.4046	23.6364	520	1.0809	0.6503	1.0809	1.0397
0.4046	23.7273	522	0.9484	0.6871	0.9484	0.9739
0.4046	23.8182	524	0.8550	0.7073	0.8550	0.9247
0.4046	23.9091	526	0.8579	0.7176	0.8579	0.9262
0.4046	24.0	528	0.8191	0.7412	0.8191	0.9051
0.4046	24.0909	530	0.7488	0.7425	0.7488	0.8654
0.4046	24.1818	532	0.7147	0.7059	0.7147	0.8454
0.4046	24.2727	534	0.7158	0.7162	0.7158	0.8460
0.4046	24.3636	536	0.7329	0.7310	0.7329	0.8561
0.4046	24.4545	538	0.7648	0.7123	0.7648	0.8745
0.4046	24.5455	540	0.8106	0.6667	0.8106	0.9003
0.4046	24.6364	542	0.8787	0.6577	0.8787	0.9374
0.4046	24.7273	544	0.9310	0.6533	0.9310	0.9649
0.4046	24.8182	546	0.9405	0.6623	0.9405	0.9698
0.4046	24.9091	548	0.8866	0.6581	0.8866	0.9416
0.4046	25.0	550	0.8372	0.7176	0.8372	0.9150
0.4046	25.0909	552	0.8282	0.7429	0.8282	0.9101
0.4046	25.1818	554	0.8299	0.7429	0.8299	0.9110
0.4046	25.2727	556	0.9244	0.7006	0.9244	0.9615
0.4046	25.3636	558	1.0952	0.6667	1.0952	1.0465
0.4046	25.4545	560	1.1436	0.6364	1.1436	1.0694
0.4046	25.5455	562	1.0574	0.6471	1.0574	1.0283
0.4046	25.6364	564	1.0133	0.6347	1.0133	1.0066
0.4046	25.7273	566	0.9425	0.6957	0.9425	0.9708
0.4046	25.8182	568	0.9257	0.6957	0.9257	0.9621
0.4046	25.9091	570	0.9443	0.6548	0.9443	0.9717
0.4046	26.0	572	0.8735	0.7251	0.8735	0.9346
0.4046	26.0909	574	0.8599	0.7326	0.8599	0.9273
0.4046	26.1818	576	0.8344	0.7381	0.8344	0.9134
0.4046	26.2727	578	0.8414	0.7170	0.8414	0.9173
0.4046	26.3636	580	0.9321	0.6447	0.9321	0.9655
0.4046	26.4545	582	0.9836	0.6225	0.9836	0.9917
0.4046	26.5455	584	0.9850	0.6447	0.9850	0.9925
0.4046	26.6364	586	1.0403	0.6625	1.0403	1.0199
0.4046	26.7273	588	1.1576	0.6303	1.1576	1.0759
0.4046	26.8182	590	1.1379	0.6303	1.1379	1.0667
0.4046	26.9091	592	1.1084	0.6309	1.1084	1.0528
0.4046	27.0	594	1.1486	0.6014	1.1486	1.0717
0.4046	27.0909	596	1.2096	0.5775	1.2096	1.0998
0.4046	27.1818	598	1.1340	0.5857	1.1340	1.0649
0.4046	27.2727	600	1.0519	0.5857	1.0519	1.0256
0.4046	27.3636	602	0.9867	0.6099	0.9867	0.9933
0.4046	27.4545	604	0.9303	0.5816	0.9303	0.9645
0.4046	27.5455	606	0.9372	0.6099	0.9372	0.9681
0.4046	27.6364	608	0.9315	0.5857	0.9315	0.9651
0.4046	27.7273	610	0.8884	0.6143	0.8884	0.9425
0.4046	27.8182	612	0.8339	0.6479	0.8339	0.9132
0.4046	27.9091	614	0.8449	0.6434	0.8449	0.9192
0.4046	28.0	616	0.8579	0.6667	0.8579	0.9262
0.4046	28.0909	618	0.9120	0.6667	0.9120	0.9550
0.4046	28.1818	620	0.9305	0.72	0.9305	0.9646
0.4046	28.2727	622	0.9004	0.72	0.9004	0.9489
0.4046	28.3636	624	0.8259	0.7241	0.8259	0.9088
0.4046	28.4545	626	0.7598	0.7273	0.7598	0.8717
0.4046	28.5455	628	0.7452	0.7152	0.7452	0.8633
0.4046	28.6364	630	0.7650	0.7152	0.7650	0.8746
0.4046	28.7273	632	0.8056	0.7152	0.8056	0.8975
0.4046	28.8182	634	0.8567	0.6667	0.8567	0.9256
0.4046	28.9091	636	0.9005	0.6533	0.9005	0.9489
0.4046	29.0	638	0.9417	0.6104	0.9417	0.9704
0.4046	29.0909	640	0.9661	0.6104	0.9661	0.9829
0.4046	29.1818	642	0.9280	0.6194	0.9280	0.9633
0.4046	29.2727	644	0.8677	0.6752	0.8677	0.9315
0.4046	29.3636	646	0.8186	0.7134	0.8186	0.9048
0.4046	29.4545	648	0.8097	0.7134	0.8097	0.8998
0.4046	29.5455	650	0.8434	0.6747	0.8434	0.9183
0.4046	29.6364	652	0.8916	0.6587	0.8916	0.9443
0.4046	29.7273	654	0.9518	0.6220	0.9518	0.9756
0.4046	29.8182	656	1.0218	0.6272	1.0218	1.0108
0.4046	29.9091	658	1.0832	0.6310	1.0832	1.0408
0.4046	30.0	660	1.0998	0.6145	1.0998	1.0487
0.4046	30.0909	662	1.0964	0.5976	1.0964	1.0471
0.4046	30.1818	664	1.0791	0.5963	1.0791	1.0388
0.4046	30.2727	666	1.0480	0.6173	1.0480	1.0237
0.4046	30.3636	668	1.0810	0.5963	1.0810	1.0397
0.4046	30.4545	670	1.1433	0.5860	1.1433	1.0693
0.4046	30.5455	672	1.1148	0.5860	1.1148	1.0558
0.4046	30.6364	674	1.0612	0.6410	1.0612	1.0301
0.4046	30.7273	676	1.0373	0.6174	1.0373	1.0185
0.4046	30.8182	678	1.0501	0.5867	1.0501	1.0247
0.4046	30.9091	680	1.0656	0.5860	1.0656	1.0323
0.4046	31.0	682	1.0483	0.5963	1.0483	1.0239
0.4046	31.0909	684	1.0488	0.5963	1.0488	1.0241
0.4046	31.1818	686	1.0661	0.6173	1.0661	1.0325
0.4046	31.2727	688	1.0502	0.6173	1.0502	1.0248
0.4046	31.3636	690	0.9595	0.6076	0.9595	0.9795
0.4046	31.4545	692	0.8660	0.6395	0.8660	0.9306
0.4046	31.5455	694	0.8189	0.6528	0.8189	0.9049
0.4046	31.6364	696	0.8001	0.6525	0.8001	0.8945
0.4046	31.7273	698	0.8249	0.625	0.8249	0.9083
0.4046	31.8182	700	0.8791	0.6538	0.8791	0.9376
0.4046	31.9091	702	0.9548	0.6347	0.9548	0.9772
0.4046	32.0	704	1.0050	0.6627	1.0050	1.0025
0.4046	32.0909	706	1.0015	0.6429	1.0015	1.0007
0.4046	32.1818	708	0.9482	0.6463	0.9482	0.9738
0.4046	32.2727	710	0.9209	0.6375	0.9209	0.9596
0.4046	32.3636	712	0.9616	0.6303	0.9616	0.9806
0.4046	32.4545	714	0.9915	0.6627	0.9915	0.9957
0.4046	32.5455	716	1.0425	0.6848	1.0425	1.0210
0.4046	32.6364	718	1.0643	0.6702	1.0643	1.0316
0.4046	32.7273	720	1.0375	0.6845	1.0375	1.0186
0.4046	32.8182	722	0.9881	0.6742	0.9881	0.9940
0.4046	32.9091	724	0.9437	0.6627	0.9437	0.9714
0.4046	33.0	726	0.9136	0.6747	0.9136	0.9558
0.4046	33.0909	728	0.8783	0.6494	0.8783	0.9372
0.4046	33.1818	730	0.8988	0.6623	0.8988	0.9480
0.4046	33.2727	732	0.9275	0.6623	0.9275	0.9631
0.4046	33.3636	734	0.9157	0.6623	0.9157	0.9569
0.4046	33.4545	736	0.8947	0.6623	0.8947	0.9459
0.4046	33.5455	738	0.8820	0.64	0.8820	0.9392
0.4046	33.6364	740	0.8285	0.6232	0.8285	0.9102
0.4046	33.7273	742	0.7913	0.6809	0.7913	0.8896
0.4046	33.8182	744	0.7976	0.6714	0.7976	0.8931
0.4046	33.9091	746	0.7914	0.6714	0.7914	0.8896
0.4046	34.0	748	0.8122	0.6711	0.8122	0.9012
0.4046	34.0909	750	0.8563	0.6667	0.8563	0.9254
0.4046	34.1818	752	0.8882	0.6988	0.8882	0.9425
0.4046	34.2727	754	0.9411	0.7143	0.9411	0.9701
0.4046	34.3636	756	1.0394	0.6272	1.0394	1.0195
0.4046	34.4545	758	1.2023	0.6154	1.2023	1.0965
0.4046	34.5455	760	1.2901	0.6154	1.2901	1.1358
0.4046	34.6364	762	1.2821	0.6154	1.2821	1.1323
0.4046	34.7273	764	1.2153	0.6310	1.2153	1.1024
0.4046	34.8182	766	1.0918	0.6375	1.0918	1.0449
0.4046	34.9091	768	0.9379	0.6133	0.9379	0.9684
0.4046	35.0	770	0.8515	0.6853	0.8515	0.9227
0.4046	35.0909	772	0.8155	0.6944	0.8155	0.9031
0.4046	35.1818	774	0.7995	0.7034	0.7995	0.8941
0.4046	35.2727	776	0.7935	0.7034	0.7935	0.8908
0.4046	35.3636	778	0.8102	0.6667	0.8102	0.9001
0.4046	35.4545	780	0.8382	0.6581	0.8382	0.9155
0.4046	35.5455	782	0.8677	0.6581	0.8677	0.9315
0.4046	35.6364	784	0.8736	0.6623	0.8736	0.9346
0.4046	35.7273	786	0.8846	0.6974	0.8846	0.9406
0.4046	35.8182	788	0.9117	0.6267	0.9117	0.9548
0.4046	35.9091	790	0.9436	0.5850	0.9436	0.9714
0.4046	36.0	792	0.9822	0.5972	0.9822	0.9911
0.4046	36.0909	794	0.9924	0.5816	0.9924	0.9962
0.4046	36.1818	796	1.0218	0.5857	1.0218	1.0108
0.4046	36.2727	798	1.0394	0.5857	1.0394	1.0195
0.4046	36.3636	800	1.0426	0.5857	1.0426	1.0211
0.4046	36.4545	802	1.0142	0.6056	1.0142	1.0071
0.4046	36.5455	804	0.9908	0.6154	0.9908	0.9954
0.4046	36.6364	806	0.9586	0.6712	0.9586	0.9791
0.4046	36.7273	808	0.9190	0.6621	0.9190	0.9586
0.4046	36.8182	810	0.8616	0.7162	0.8616	0.9282
0.4046	36.9091	812	0.8336	0.7162	0.8336	0.9130
0.4046	37.0	814	0.8160	0.6986	0.8160	0.9033
0.4046	37.0909	816	0.8480	0.7123	0.8480	0.9209
0.4046	37.1818	818	0.9101	0.6849	0.9101	0.9540
0.4046	37.2727	820	0.9549	0.6621	0.9549	0.9772
0.4046	37.3636	822	0.9671	0.6621	0.9671	0.9834
0.4046	37.4545	824	0.9737	0.6621	0.9737	0.9868
0.4046	37.5455	826	0.9401	0.6621	0.9401	0.9696
0.4046	37.6364	828	0.9222	0.6338	0.9222	0.9603
0.4046	37.7273	830	0.9148	0.6099	0.9148	0.9565
0.4046	37.8182	832	0.9506	0.6056	0.9506	0.9750
0.4046	37.9091	834	1.0379	0.6154	1.0379	1.0188
0.4046	38.0	836	1.1448	0.5912	1.1448	1.0699
0.4046	38.0909	838	1.1694	0.5802	1.1694	1.0814
0.4046	38.1818	840	1.1969	0.5890	1.1969	1.0940
0.4046	38.2727	842	1.1018	0.5912	1.1018	1.0497
0.4046	38.3636	844	1.0181	0.64	1.0181	1.0090
0.4046	38.4545	846	0.9920	0.6531	0.9920	0.9960
0.4046	38.5455	848	0.9940	0.6531	0.9940	0.9970
0.4046	38.6364	850	1.0534	0.6531	1.0534	1.0263
0.4046	38.7273	852	1.1168	0.6259	1.1168	1.0568
0.4046	38.8182	854	1.1389	0.6259	1.1389	1.0672
0.4046	38.9091	856	1.1574	0.6259	1.1574	1.0758
0.4046	39.0	858	1.1192	0.6438	1.1192	1.0579
0.4046	39.0909	860	1.0372	0.6345	1.0372	1.0184
0.4046	39.1818	862	0.9794	0.6531	0.9794	0.9896
0.4046	39.2727	864	0.9498	0.6531	0.9498	0.9746
0.4046	39.3636	866	0.9261	0.6757	0.9261	0.9623
0.4046	39.4545	868	0.8920	0.7044	0.8920	0.9445
0.4046	39.5455	870	0.8216	0.7561	0.8216	0.9064
0.4046	39.6364	872	0.7834	0.7456	0.7834	0.8851
0.4046	39.7273	874	0.7904	0.7529	0.7904	0.8890
0.4046	39.8182	876	0.8007	0.7574	0.8007	0.8948
0.4046	39.9091	878	0.7836	0.7407	0.7836	0.8852
0.4046	40.0	880	0.7544	0.7105	0.7544	0.8686
0.4046	40.0909	882	0.7412	0.7034	0.7412	0.8609
0.4046	40.1818	884	0.7206	0.7034	0.7206	0.8489
0.4046	40.2727	886	0.7245	0.6944	0.7245	0.8512
0.4046	40.3636	888	0.7141	0.7092	0.7141	0.8450
0.4046	40.4545	890	0.7025	0.7092	0.7025	0.8382
0.4046	40.5455	892	0.7140	0.7083	0.7140	0.8450
0.4046	40.6364	894	0.7552	0.6944	0.7552	0.8690
0.4046	40.7273	896	0.8403	0.6853	0.8403	0.9167
0.4046	40.8182	898	0.9477	0.6338	0.9477	0.9735
0.4046	40.9091	900	1.0580	0.6438	1.0580	1.0286
0.4046	41.0	902	1.0990	0.6415	1.0990	1.0483
0.4046	41.0909	904	1.0964	0.6024	1.0964	1.0471
0.4046	41.1818	906	1.0712	0.6182	1.0712	1.0350
0.4046	41.2727	908	1.0446	0.6296	1.0446	1.0221
0.4046	41.3636	910	1.0203	0.6460	1.0203	1.0101
0.4046	41.4545	912	0.9725	0.6438	0.9725	0.9862
0.4046	41.5455	914	0.9155	0.6712	0.9155	0.9568
0.4046	41.6364	916	0.8979	0.6892	0.8979	0.9476
0.4046	41.7273	918	0.9152	0.6759	0.9152	0.9566
0.4046	41.8182	920	0.9484	0.625	0.9484	0.9738
0.4046	41.9091	922	0.9909	0.625	0.9909	0.9954
0.4046	42.0	924	0.9900	0.6438	0.9900	0.9950
0.4046	42.0909	926	0.9387	0.6345	0.9387	0.9689
0.4046	42.1818	928	0.9040	0.6623	0.9040	0.9508
0.4046	42.2727	930	0.8729	0.6842	0.8729	0.9343
0.4046	42.3636	932	0.8484	0.6933	0.8484	0.9211
0.4046	42.4545	934	0.8362	0.6849	0.8362	0.9145
0.4046	42.5455	936	0.8416	0.6849	0.8416	0.9174
0.4046	42.6364	938	0.8883	0.64	0.8883	0.9425
0.4046	42.7273	940	0.9310	0.6623	0.9310	0.9649
0.4046	42.8182	942	0.9432	0.6623	0.9432	0.9712
0.4046	42.9091	944	0.9649	0.6405	0.9649	0.9823
0.4046	43.0	946	1.0033	0.6452	1.0033	1.0016
0.4046	43.0909	948	1.0405	0.6460	1.0405	1.0201
0.4046	43.1818	950	1.0304	0.6460	1.0304	1.0151
0.4046	43.2727	952	1.0553	0.6296	1.0553	1.0273
0.4046	43.3636	954	1.0044	0.6460	1.0044	1.0022
0.4046	43.4545	956	0.9622	0.6584	0.9622	0.9809
0.4046	43.5455	958	0.9384	0.6369	0.9384	0.9687
0.4046	43.6364	960	0.8829	0.6577	0.8829	0.9396
0.4046	43.7273	962	0.8695	0.625	0.8695	0.9325
0.4046	43.8182	964	0.8768	0.625	0.8768	0.9364
0.4046	43.9091	966	0.9365	0.6483	0.9365	0.9677
0.4046	44.0	968	1.0119	0.6483	1.0119	1.0059
0.4046	44.0909	970	1.1096	0.6014	1.1096	1.0534
0.4046	44.1818	972	1.2056	0.5694	1.2056	1.0980
0.4046	44.2727	974	1.2008	0.5874	1.2008	1.0958
0.4046	44.3636	976	1.1177	0.6014	1.1177	1.0572
0.4046	44.4545	978	0.9817	0.6434	0.9817	0.9908
0.4046	44.5455	980	0.8765	0.6389	0.8765	0.9362
0.4046	44.6364	982	0.8009	0.7114	0.8009	0.8949
0.4046	44.7273	984	0.7771	0.7237	0.7771	0.8815
0.4046	44.8182	986	0.8035	0.7170	0.8035	0.8964
0.4046	44.9091	988	0.8819	0.6747	0.8819	0.9391
0.4046	45.0	990	1.0064	0.6265	1.0064	1.0032
0.4046	45.0909	992	1.1082	0.6353	1.1082	1.0527
0.4046	45.1818	994	1.1278	0.6154	1.1278	1.0620
0.4046	45.2727	996	1.0867	0.6098	1.0867	1.0425
0.4046	45.3636	998	1.0089	0.6380	1.0089	1.0044
0.0597	45.4545	1000	0.9405	0.6581	0.9405	0.9698
0.0597	45.5455	1002	0.8834	0.6533	0.8834	0.9399
0.0597	45.6364	1004	0.8591	0.6755	0.8591	0.9269
0.0597	45.7273	1006	0.8678	0.6795	0.8678	0.9316
0.0597	45.8182	1008	0.8965	0.6581	0.8965	0.9468
0.0597	45.9091	1010	0.9084	0.6581	0.9084	0.9531
0.0597	46.0	1012	0.9248	0.6581	0.9248	0.9617
0.0597	46.0909	1014	0.9307	0.6711	0.9307	0.9647
0.0597	46.1818	1016	0.9247	0.6667	0.9247	0.9616
0.0597	46.2727	1018	0.9297	0.6528	0.9297	0.9642
0.0597	46.3636	1020	0.9223	0.6483	0.9223	0.9603
0.0597	46.4545	1022	0.9143	0.6712	0.9143	0.9562
0.0597	46.5455	1024	0.9694	0.6490	0.9694	0.9846
0.0597	46.6364	1026	1.0649	0.6497	1.0649	1.0320
0.0597	46.7273	1028	1.1012	0.6173	1.1012	1.0494
0.0597	46.8182	1030	1.1030	0.6173	1.1030	1.0503
0.0597	46.9091	1032	1.1548	0.5818	1.1548	1.0746

Framework versions

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