ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k14_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: 0.9654
• Qwk: 0.5984
• Mse: 0.9654
• Rmse: 0.9825

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0270	2	5.2210	-0.0207	5.2210	2.2849
No log	0.0541	4	3.1688	0.0632	3.1688	1.7801
No log	0.0811	6	1.8298	0.1259	1.8298	1.3527
No log	0.1081	8	1.5956	0.1058	1.5956	1.2632
No log	0.1351	10	1.6539	0.0405	1.6539	1.2860
No log	0.1622	12	2.6188	-0.0269	2.6188	1.6183
No log	0.1892	14	2.3684	0.0031	2.3684	1.5390
No log	0.2162	16	1.3537	0.1415	1.3537	1.1635
No log	0.2432	18	1.1429	0.1999	1.1429	1.0691
No log	0.2703	20	1.2140	0.2244	1.2140	1.1018
No log	0.2973	22	1.2559	0.2089	1.2559	1.1207
No log	0.3243	24	1.2073	0.2586	1.2073	1.0988
No log	0.3514	26	1.1390	0.1895	1.1390	1.0672
No log	0.3784	28	1.1211	0.2401	1.1211	1.0588
No log	0.4054	30	1.1314	0.2560	1.1314	1.0637
No log	0.4324	32	1.1424	0.1892	1.1424	1.0689
No log	0.4595	34	1.2028	0.1221	1.2028	1.0967
No log	0.4865	36	1.1918	0.1123	1.1918	1.0917
No log	0.5135	38	1.2327	0.1418	1.2327	1.1103
No log	0.5405	40	1.3284	0.1578	1.3284	1.1526
No log	0.5676	42	1.3729	0.1704	1.3729	1.1717
No log	0.5946	44	1.3428	0.1627	1.3428	1.1588
No log	0.6216	46	1.3331	0.2134	1.3331	1.1546
No log	0.6486	48	1.2150	0.1939	1.2150	1.1023
No log	0.6757	50	1.1423	0.2357	1.1423	1.0688
No log	0.7027	52	1.1266	0.3147	1.1266	1.0614
No log	0.7297	54	1.2130	0.2443	1.2130	1.1014
No log	0.7568	56	1.3390	0.3026	1.3390	1.1571
No log	0.7838	58	1.4910	0.3369	1.4910	1.2210
No log	0.8108	60	1.4498	0.3394	1.4498	1.2041
No log	0.8378	62	1.2959	0.3438	1.2959	1.1384
No log	0.8649	64	1.1686	0.4230	1.1686	1.0810
No log	0.8919	66	1.1655	0.4605	1.1655	1.0796
No log	0.9189	68	1.1763	0.4566	1.1763	1.0846
No log	0.9459	70	1.1576	0.4562	1.1576	1.0759
No log	0.9730	72	1.1322	0.4862	1.1322	1.0640
No log	1.0	74	1.0429	0.5614	1.0429	1.0212
No log	1.0270	76	1.0272	0.5349	1.0272	1.0135
No log	1.0541	78	1.0488	0.5036	1.0488	1.0241
No log	1.0811	80	1.1451	0.5131	1.1451	1.0701
No log	1.1081	82	1.2335	0.4956	1.2335	1.1106
No log	1.1351	84	1.1559	0.5093	1.1559	1.0751
No log	1.1622	86	1.1290	0.4903	1.1290	1.0626
No log	1.1892	88	1.1791	0.4618	1.1791	1.0859
No log	1.2162	90	1.0972	0.4762	1.0972	1.0475
No log	1.2432	92	1.1468	0.4787	1.1468	1.0709
No log	1.2703	94	1.4749	0.4376	1.4749	1.2145
No log	1.2973	96	1.6267	0.4261	1.6267	1.2754
No log	1.3243	98	1.4615	0.4517	1.4615	1.2089
No log	1.3514	100	1.1877	0.5074	1.1877	1.0898
No log	1.3784	102	1.2016	0.5075	1.2016	1.0962
No log	1.4054	104	1.4769	0.4421	1.4769	1.2153
No log	1.4324	106	1.6591	0.3634	1.6591	1.2881
No log	1.4595	108	1.7272	0.3737	1.7272	1.3142
No log	1.4865	110	1.7091	0.3984	1.7091	1.3073
No log	1.5135	112	1.6134	0.4510	1.6134	1.2702
No log	1.5405	114	1.4846	0.4826	1.4846	1.2184
No log	1.5676	116	1.4443	0.4692	1.4443	1.2018
No log	1.5946	118	1.2868	0.4775	1.2868	1.1344
No log	1.6216	120	1.1284	0.4678	1.1284	1.0622
No log	1.6486	122	1.1403	0.4540	1.1403	1.0679
No log	1.6757	124	1.2972	0.4410	1.2972	1.1390
No log	1.7027	126	1.3946	0.5011	1.3946	1.1809
No log	1.7297	128	1.3902	0.5062	1.3902	1.1791
No log	1.7568	130	1.4417	0.4286	1.4417	1.2007
No log	1.7838	132	1.4275	0.4264	1.4275	1.1948
No log	1.8108	134	1.4079	0.4319	1.4079	1.1865
No log	1.8378	136	1.3486	0.4400	1.3486	1.1613
No log	1.8649	138	1.2279	0.4829	1.2279	1.1081
No log	1.8919	140	1.2488	0.5062	1.2488	1.1175
No log	1.9189	142	1.4785	0.4914	1.4785	1.2159
No log	1.9459	144	1.6343	0.4786	1.6343	1.2784
No log	1.9730	146	1.6071	0.4775	1.6071	1.2677
No log	2.0	148	1.3419	0.5428	1.3419	1.1584
No log	2.0270	150	1.2952	0.5521	1.2952	1.1381
No log	2.0541	152	1.2188	0.5768	1.2188	1.1040
No log	2.0811	154	1.0798	0.6335	1.0798	1.0391
No log	2.1081	156	1.1395	0.6262	1.1395	1.0675
No log	2.1351	158	1.3002	0.6011	1.3002	1.1403
No log	2.1622	160	1.3200	0.5912	1.3200	1.1489
No log	2.1892	162	1.2147	0.5743	1.2147	1.1021
No log	2.2162	164	1.2199	0.5397	1.2199	1.1045
No log	2.2432	166	1.0799	0.5752	1.0799	1.0392
No log	2.2703	168	0.9024	0.5802	0.9024	0.9499
No log	2.2973	170	0.9949	0.5888	0.9949	0.9975
No log	2.3243	172	1.2605	0.5215	1.2605	1.1227
No log	2.3514	174	1.3177	0.5307	1.3177	1.1479
No log	2.3784	176	1.2552	0.5625	1.2552	1.1203
No log	2.4054	178	1.2438	0.5653	1.2438	1.1153
No log	2.4324	180	1.2302	0.5829	1.2302	1.1091
No log	2.4595	182	1.1443	0.6022	1.1443	1.0697
No log	2.4865	184	1.3236	0.5549	1.3236	1.1505
No log	2.5135	186	1.2735	0.5329	1.2735	1.1285
No log	2.5405	188	1.3205	0.5460	1.3205	1.1491
No log	2.5676	190	1.2794	0.5550	1.2794	1.1311
No log	2.5946	192	1.0138	0.5957	1.0138	1.0069
No log	2.6216	194	0.9412	0.6249	0.9412	0.9701
No log	2.6486	196	1.0043	0.5878	1.0043	1.0022
No log	2.6757	198	1.0424	0.5656	1.0424	1.0210
No log	2.7027	200	0.8670	0.6124	0.8670	0.9311
No log	2.7297	202	0.8925	0.6115	0.8925	0.9447
No log	2.7568	204	1.1269	0.5576	1.1269	1.0615
No log	2.7838	206	1.5435	0.4810	1.5435	1.2424
No log	2.8108	208	1.6581	0.4250	1.6581	1.2877
No log	2.8378	210	1.4602	0.4628	1.4602	1.2084
No log	2.8649	212	1.1216	0.5360	1.1216	1.0591
No log	2.8919	214	0.8356	0.6674	0.8356	0.9141
No log	2.9189	216	0.8163	0.6607	0.8163	0.9035
No log	2.9459	218	0.9805	0.5879	0.9805	0.9902
No log	2.9730	220	1.2773	0.5408	1.2773	1.1302
No log	3.0	222	1.6903	0.4649	1.6903	1.3001
No log	3.0270	224	1.8213	0.4443	1.8213	1.3495
No log	3.0541	226	1.6059	0.4430	1.6059	1.2672
No log	3.0811	228	1.1709	0.5028	1.1709	1.0821
No log	3.1081	230	0.8192	0.5968	0.8192	0.9051
No log	3.1351	232	0.7499	0.6192	0.7499	0.8660
No log	3.1622	234	0.7535	0.6704	0.7535	0.8680
No log	3.1892	236	0.9088	0.6196	0.9088	0.9533
No log	3.2162	238	1.2199	0.5372	1.2199	1.1045
No log	3.2432	240	1.4063	0.5123	1.4063	1.1859
No log	3.2703	242	1.3414	0.5127	1.3414	1.1582
No log	3.2973	244	1.1155	0.5504	1.1155	1.0562
No log	3.3243	246	0.9049	0.6401	0.9049	0.9513
No log	3.3514	248	0.8386	0.6368	0.8386	0.9158
No log	3.3784	250	0.8623	0.6265	0.8623	0.9286
No log	3.4054	252	0.9512	0.6013	0.9512	0.9753
No log	3.4324	254	1.0928	0.5588	1.0928	1.0454
No log	3.4595	256	1.1769	0.5012	1.1769	1.0848
No log	3.4865	258	1.1656	0.5181	1.1656	1.0796
No log	3.5135	260	1.0852	0.5489	1.0852	1.0418
No log	3.5405	262	1.0180	0.5820	1.0180	1.0090
No log	3.5676	264	1.0689	0.5870	1.0689	1.0339
No log	3.5946	266	1.2786	0.5571	1.2786	1.1307
No log	3.6216	268	1.2963	0.5311	1.2963	1.1385
No log	3.6486	270	1.1151	0.5509	1.1151	1.0560
No log	3.6757	272	0.8483	0.6480	0.8483	0.9210
No log	3.7027	274	0.7626	0.6601	0.7626	0.8732
No log	3.7297	276	0.8126	0.6153	0.8126	0.9015
No log	3.7568	278	0.9528	0.5860	0.9528	0.9761
No log	3.7838	280	1.0810	0.5187	1.0810	1.0397
No log	3.8108	282	1.0382	0.5824	1.0382	1.0189
No log	3.8378	284	0.8914	0.6228	0.8914	0.9441
No log	3.8649	286	0.7902	0.6456	0.7902	0.8889
No log	3.8919	288	0.8226	0.6400	0.8226	0.9070
No log	3.9189	290	0.9121	0.6204	0.9121	0.9550
No log	3.9459	292	1.1476	0.5642	1.1476	1.0713
No log	3.9730	294	1.2273	0.5416	1.2273	1.1078
No log	4.0	296	1.1787	0.5648	1.1787	1.0857
No log	4.0270	298	1.0854	0.5518	1.0854	1.0418
No log	4.0541	300	0.9209	0.5772	0.9209	0.9596
No log	4.0811	302	0.8248	0.5620	0.8248	0.9082
No log	4.1081	304	0.8297	0.5842	0.8297	0.9109
No log	4.1351	306	0.8900	0.5861	0.8900	0.9434
No log	4.1622	308	1.0290	0.6028	1.0290	1.0144
No log	4.1892	310	1.1157	0.5929	1.1157	1.0563
No log	4.2162	312	1.1966	0.5505	1.1966	1.0939
No log	4.2432	314	1.1029	0.5929	1.1029	1.0502
No log	4.2703	316	0.9759	0.6143	0.9759	0.9879
No log	4.2973	318	0.9733	0.5918	0.9733	0.9866
No log	4.3243	320	0.9974	0.5834	0.9974	0.9987
No log	4.3514	322	1.1018	0.5873	1.1018	1.0497
No log	4.3784	324	1.2426	0.5359	1.2426	1.1147
No log	4.4054	326	1.1861	0.5409	1.1861	1.0891
No log	4.4324	328	1.0309	0.5983	1.0309	1.0154
No log	4.4595	330	0.8876	0.6016	0.8876	0.9421
No log	4.4865	332	0.8415	0.6085	0.8415	0.9173
No log	4.5135	334	0.8601	0.5893	0.8601	0.9274
No log	4.5405	336	0.9187	0.5846	0.9187	0.9585
No log	4.5676	338	0.8870	0.6038	0.8870	0.9418
No log	4.5946	340	0.9173	0.5939	0.9173	0.9577
No log	4.6216	342	0.9433	0.5982	0.9433	0.9712
No log	4.6486	344	1.0425	0.5904	1.0425	1.0210
No log	4.6757	346	1.0437	0.5878	1.0437	1.0216
No log	4.7027	348	0.8944	0.6172	0.8944	0.9457
No log	4.7297	350	0.7484	0.6817	0.7484	0.8651
No log	4.7568	352	0.7012	0.6831	0.7012	0.8374
No log	4.7838	354	0.7106	0.7067	0.7106	0.8430
No log	4.8108	356	0.7916	0.6314	0.7916	0.8897
No log	4.8378	358	0.9226	0.5727	0.9226	0.9605
No log	4.8649	360	1.1024	0.5686	1.1024	1.0499
No log	4.8919	362	1.1644	0.5541	1.1644	1.0791
No log	4.9189	364	1.0651	0.5681	1.0651	1.0320
No log	4.9459	366	0.9236	0.5773	0.9236	0.9610
No log	4.9730	368	0.9195	0.5960	0.9195	0.9589
No log	5.0	370	1.0216	0.5691	1.0216	1.0107
No log	5.0270	372	1.0943	0.5427	1.0943	1.0461
No log	5.0541	374	1.1432	0.5346	1.1432	1.0692
No log	5.0811	376	1.0679	0.5417	1.0679	1.0334
No log	5.1081	378	0.9246	0.5836	0.9246	0.9615
No log	5.1351	380	0.8522	0.5904	0.8522	0.9232
No log	5.1622	382	0.8514	0.5952	0.8514	0.9227
No log	5.1892	384	0.9479	0.5926	0.9479	0.9736
No log	5.2162	386	0.9711	0.6049	0.9711	0.9855
No log	5.2432	388	1.0072	0.5947	1.0072	1.0036
No log	5.2703	390	1.0073	0.6027	1.0073	1.0036
No log	5.2973	392	0.9190	0.6283	0.9190	0.9587
No log	5.3243	394	0.8937	0.6277	0.8937	0.9453
No log	5.3514	396	0.9187	0.6329	0.9187	0.9585
No log	5.3784	398	1.0216	0.5979	1.0216	1.0108
No log	5.4054	400	1.1449	0.5534	1.1449	1.0700
No log	5.4324	402	1.1108	0.5806	1.1108	1.0539
No log	5.4595	404	0.9791	0.6070	0.9791	0.9895
No log	5.4865	406	0.8701	0.6110	0.8701	0.9328
No log	5.5135	408	0.7937	0.6440	0.7937	0.8909
No log	5.5405	410	0.7964	0.6509	0.7964	0.8924
No log	5.5676	412	0.8723	0.6257	0.8723	0.9340
No log	5.5946	414	1.0209	0.5991	1.0209	1.0104
No log	5.6216	416	1.1581	0.5720	1.1581	1.0761
No log	5.6486	418	1.1598	0.5781	1.1598	1.0769
No log	5.6757	420	1.0987	0.5845	1.0987	1.0482
No log	5.7027	422	1.0449	0.6092	1.0449	1.0222
No log	5.7297	424	0.9049	0.6014	0.9049	0.9512
No log	5.7568	426	0.8087	0.6808	0.8087	0.8993
No log	5.7838	428	0.8016	0.6637	0.8016	0.8953
No log	5.8108	430	0.8810	0.6082	0.8810	0.9386
No log	5.8378	432	0.9721	0.5954	0.9721	0.9859
No log	5.8649	434	1.0022	0.5759	1.0022	1.0011
No log	5.8919	436	1.0255	0.5714	1.0255	1.0127
No log	5.9189	438	0.9915	0.6027	0.9915	0.9958
No log	5.9459	440	0.9171	0.6152	0.9171	0.9576
No log	5.9730	442	0.8636	0.6270	0.8636	0.9293
No log	6.0	444	0.8121	0.6596	0.8121	0.9012
No log	6.0270	446	0.8075	0.6620	0.8075	0.8986
No log	6.0541	448	0.8239	0.6347	0.8239	0.9077
No log	6.0811	450	0.8589	0.6268	0.8589	0.9268
No log	6.1081	452	0.9063	0.6055	0.9063	0.9520
No log	6.1351	454	0.8726	0.5998	0.8726	0.9341
No log	6.1622	456	0.8341	0.6171	0.8341	0.9133
No log	6.1892	458	0.8276	0.6228	0.8276	0.9097
No log	6.2162	460	0.7937	0.6531	0.7937	0.8909
No log	6.2432	462	0.7600	0.6647	0.7600	0.8718
No log	6.2703	464	0.7703	0.6718	0.7703	0.8777
No log	6.2973	466	0.8152	0.6737	0.8152	0.9029
No log	6.3243	468	0.8871	0.6215	0.8871	0.9419
No log	6.3514	470	0.9488	0.6215	0.9488	0.9741
No log	6.3784	472	0.9717	0.6176	0.9717	0.9857
No log	6.4054	474	0.9325	0.6230	0.9325	0.9657
No log	6.4324	476	0.8629	0.6594	0.8629	0.9289
No log	6.4595	478	0.8422	0.6574	0.8422	0.9177
No log	6.4865	480	0.8433	0.6617	0.8433	0.9183
No log	6.5135	482	0.8734	0.6437	0.8734	0.9346
No log	6.5405	484	0.9241	0.6137	0.9241	0.9613
No log	6.5676	486	1.0206	0.5975	1.0206	1.0103
No log	6.5946	488	1.1167	0.5793	1.1167	1.0567
No log	6.6216	490	1.1702	0.5389	1.1702	1.0817
No log	6.6486	492	1.1703	0.5389	1.1703	1.0818
No log	6.6757	494	1.1617	0.5541	1.1617	1.0778
No log	6.7027	496	1.1158	0.5989	1.1158	1.0563
No log	6.7297	498	1.0359	0.6138	1.0359	1.0178
0.4702	6.7568	500	0.9771	0.6315	0.9771	0.9885
0.4702	6.7838	502	1.0022	0.6350	1.0022	1.0011
0.4702	6.8108	504	1.0466	0.6284	1.0466	1.0231
0.4702	6.8378	506	1.0608	0.6284	1.0608	1.0300
0.4702	6.8649	508	1.0340	0.6125	1.0340	1.0168
0.4702	6.8919	510	0.9933	0.6113	0.9933	0.9966
0.4702	6.9189	512	0.9351	0.6141	0.9351	0.9670
0.4702	6.9459	514	0.8986	0.6567	0.8986	0.9479
0.4702	6.9730	516	0.8762	0.6744	0.8762	0.9360
0.4702	7.0	518	0.8758	0.6744	0.8758	0.9358
0.4702	7.0270	520	0.9336	0.6154	0.9336	0.9662
0.4702	7.0541	522	1.0292	0.6045	1.0292	1.0145
0.4702	7.0811	524	1.1011	0.5862	1.1011	1.0493
0.4702	7.1081	526	1.0979	0.5862	1.0979	1.0478
0.4702	7.1351	528	1.0411	0.6029	1.0411	1.0204
0.4702	7.1622	530	0.9361	0.6289	0.9361	0.9675
0.4702	7.1892	532	0.8840	0.6622	0.8840	0.9402
0.4702	7.2162	534	0.8830	0.6560	0.8830	0.9397
0.4702	7.2432	536	0.9281	0.6484	0.9281	0.9634
0.4702	7.2703	538	0.9649	0.6365	0.9649	0.9823
0.4702	7.2973	540	0.9567	0.6357	0.9567	0.9781
0.4702	7.3243	542	0.9216	0.6387	0.9216	0.9600
0.4702	7.3514	544	0.8855	0.6467	0.8855	0.9410
0.4702	7.3784	546	0.8416	0.6598	0.8416	0.9174
0.4702	7.4054	548	0.8300	0.6696	0.8300	0.9111
0.4702	7.4324	550	0.8247	0.6696	0.8247	0.9082
0.4702	7.4595	552	0.8502	0.6426	0.8502	0.9221
0.4702	7.4865	554	0.8581	0.6541	0.8581	0.9263
0.4702	7.5135	556	0.8636	0.6431	0.8636	0.9293
0.4702	7.5405	558	0.9192	0.6098	0.9192	0.9587
0.4702	7.5676	560	0.9867	0.6158	0.9867	0.9933
0.4702	7.5946	562	0.9879	0.6116	0.9879	0.9939
0.4702	7.6216	564	0.9266	0.6098	0.9266	0.9626
0.4702	7.6486	566	0.8569	0.6352	0.8569	0.9257
0.4702	7.6757	568	0.8086	0.6766	0.8086	0.8992
0.4702	7.7027	570	0.7577	0.6791	0.7577	0.8705
0.4702	7.7297	572	0.7540	0.6791	0.7540	0.8683
0.4702	7.7568	574	0.7863	0.6751	0.7863	0.8868
0.4702	7.7838	576	0.8472	0.6331	0.8472	0.9204
0.4702	7.8108	578	0.9258	0.6012	0.9258	0.9622
0.4702	7.8378	580	0.9876	0.6062	0.9876	0.9938
0.4702	7.8649	582	1.0429	0.6133	1.0429	1.0212
0.4702	7.8919	584	1.0679	0.6121	1.0679	1.0334
0.4702	7.9189	586	1.0446	0.6133	1.0446	1.0220
0.4702	7.9459	588	0.9985	0.6185	0.9985	0.9993
0.4702	7.9730	590	0.9447	0.6267	0.9447	0.9720
0.4702	8.0	592	0.8841	0.6428	0.8841	0.9403
0.4702	8.0270	594	0.8355	0.6662	0.8355	0.9140
0.4702	8.0541	596	0.8293	0.6662	0.8293	0.9107
0.4702	8.0811	598	0.8454	0.6662	0.8454	0.9195
0.4702	8.1081	600	0.8607	0.6486	0.8607	0.9277
0.4702	8.1351	602	0.8849	0.6435	0.8849	0.9407
0.4702	8.1622	604	0.9044	0.6406	0.9044	0.9510
0.4702	8.1892	606	0.9150	0.6406	0.9150	0.9565
0.4702	8.2162	608	0.9188	0.6466	0.9188	0.9585
0.4702	8.2432	610	0.9193	0.6385	0.9193	0.9588
0.4702	8.2703	612	0.9135	0.6325	0.9135	0.9558
0.4702	8.2973	614	0.9229	0.6352	0.9229	0.9607
0.4702	8.3243	616	0.9290	0.6379	0.9290	0.9638
0.4702	8.3514	618	0.9219	0.6461	0.9219	0.9601
0.4702	8.3784	620	0.9205	0.6461	0.9205	0.9594
0.4702	8.4054	622	0.9310	0.6392	0.9310	0.9649
0.4702	8.4324	624	0.9499	0.6172	0.9499	0.9746
0.4702	8.4595	626	0.9584	0.6172	0.9584	0.9790
0.4702	8.4865	628	0.9589	0.6099	0.9589	0.9792
0.4702	8.5135	630	0.9811	0.6087	0.9811	0.9905
0.4702	8.5405	632	1.0107	0.6080	1.0107	1.0053
0.4702	8.5676	634	1.0376	0.5959	1.0376	1.0187
0.4702	8.5946	636	1.0271	0.5970	1.0271	1.0134
0.4702	8.6216	638	1.0233	0.5970	1.0233	1.0116
0.4702	8.6486	640	1.0027	0.5970	1.0027	1.0013
0.4702	8.6757	642	0.9903	0.6055	0.9903	0.9951
0.4702	8.7027	644	0.9657	0.6282	0.9657	0.9827
0.4702	8.7297	646	0.9335	0.6351	0.9335	0.9662
0.4702	8.7568	648	0.9094	0.6311	0.9094	0.9536
0.4702	8.7838	650	0.9015	0.6277	0.9015	0.9495
0.4702	8.8108	652	0.9117	0.6264	0.9117	0.9548
0.4702	8.8378	654	0.9224	0.6271	0.9224	0.9604
0.4702	8.8649	656	0.9517	0.6351	0.9517	0.9755
0.4702	8.8919	658	0.9907	0.6010	0.9907	0.9953
0.4702	8.9189	660	1.0341	0.5959	1.0341	1.0169
0.4702	8.9459	662	1.0476	0.5948	1.0476	1.0235
0.4702	8.9730	664	1.0457	0.6017	1.0457	1.0226
0.4702	9.0	666	1.0390	0.6028	1.0390	1.0193
0.4702	9.0270	668	1.0246	0.5993	1.0246	1.0122
0.4702	9.0541	670	0.9924	0.6004	0.9924	0.9962
0.4702	9.0811	672	0.9535	0.6087	0.9535	0.9765
0.4702	9.1081	674	0.9289	0.6271	0.9289	0.9638
0.4702	9.1351	676	0.9225	0.6271	0.9225	0.9605
0.4702	9.1622	678	0.9207	0.6238	0.9207	0.9595
0.4702	9.1892	680	0.9342	0.6271	0.9342	0.9665
0.4702	9.2162	682	0.9479	0.6177	0.9479	0.9736
0.4702	9.2432	684	0.9581	0.6177	0.9581	0.9788
0.4702	9.2703	686	0.9640	0.6108	0.9640	0.9818
0.4702	9.2973	688	0.9646	0.6108	0.9646	0.9821
0.4702	9.3243	690	0.9712	0.6108	0.9712	0.9855
0.4702	9.3514	692	0.9800	0.6022	0.9800	0.9900
0.4702	9.3784	694	0.9779	0.6022	0.9779	0.9889
0.4702	9.4054	696	0.9842	0.5999	0.9842	0.9921
0.4702	9.4324	698	0.9879	0.5999	0.9879	0.9939
0.4702	9.4595	700	0.9902	0.5999	0.9902	0.9951
0.4702	9.4865	702	0.9937	0.6010	0.9937	0.9969
0.4702	9.5135	704	0.9996	0.5973	0.9996	0.9998
0.4702	9.5405	706	1.0004	0.5984	1.0004	1.0002
0.4702	9.5676	708	1.0026	0.5984	1.0026	1.0013
0.4702	9.5946	710	0.9994	0.5915	0.9994	0.9997
0.4702	9.6216	712	0.9900	0.5915	0.9900	0.9950
0.4702	9.6486	714	0.9819	0.5915	0.9819	0.9909
0.4702	9.6757	716	0.9766	0.5984	0.9766	0.9882
0.4702	9.7027	718	0.9754	0.5984	0.9754	0.9876
0.4702	9.7297	720	0.9772	0.5984	0.9772	0.9885
0.4702	9.7568	722	0.9770	0.5984	0.9770	0.9884
0.4702	9.7838	724	0.9726	0.5984	0.9726	0.9862
0.4702	9.8108	726	0.9697	0.5984	0.9697	0.9847
0.4702	9.8378	728	0.9698	0.5984	0.9698	0.9848
0.4702	9.8649	730	0.9707	0.5984	0.9707	0.9852
0.4702	9.8919	732	0.9710	0.5984	0.9710	0.9854
0.4702	9.9189	734	0.9696	0.5984	0.9696	0.9847
0.4702	9.9459	736	0.9674	0.5984	0.9674	0.9836
0.4702	9.9730	738	0.9662	0.5984	0.9662	0.9829
0.4702	10.0	740	0.9654	0.5984	0.9654	0.9825

Framework versions

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