ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k20_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: 0.6561
• Qwk: 0.1753
• Mse: 0.6561
• Rmse: 0.8100

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	0.0172	2	3.5354	-0.0078	3.5354	1.8803
No log	0.0345	4	2.0777	-0.0658	2.0777	1.4414
No log	0.0517	6	1.3836	0.0	1.3836	1.1763
No log	0.0690	8	1.3990	0.0	1.3990	1.1828
No log	0.0862	10	1.2726	0.0	1.2726	1.1281
No log	0.1034	12	1.2736	0.0	1.2736	1.1285
No log	0.1207	14	1.5357	0.0	1.5357	1.2392
No log	0.1379	16	1.5283	0.0	1.5283	1.2362
No log	0.1552	18	1.3398	0.0	1.3398	1.1575
No log	0.1724	20	1.1384	0.0	1.1384	1.0669
No log	0.1897	22	1.2359	0.0	1.2359	1.1117
No log	0.2069	24	1.3693	0.0	1.3693	1.1702
No log	0.2241	26	1.1835	0.0038	1.1835	1.0879
No log	0.2414	28	1.0585	-0.0196	1.0585	1.0288
No log	0.2586	30	1.0006	0.0	1.0006	1.0003
No log	0.2759	32	0.9401	-0.0732	0.9401	0.9696
No log	0.2931	34	0.8726	0.0244	0.8726	0.9341
No log	0.3103	36	0.8249	0.0717	0.8249	0.9082
No log	0.3276	38	0.9726	0.0	0.9726	0.9862
No log	0.3448	40	1.3086	0.0	1.3086	1.1439
No log	0.3621	42	1.7820	0.0390	1.7820	1.3349
No log	0.3793	44	1.4163	0.0	1.4163	1.1901
No log	0.3966	46	0.9283	-0.0732	0.9283	0.9635
No log	0.4138	48	0.8240	-0.0505	0.8240	0.9078
No log	0.4310	50	0.8350	-0.0628	0.8350	0.9138
No log	0.4483	52	0.8157	0.0249	0.8157	0.9031
No log	0.4655	54	0.7417	0.0617	0.7417	0.8612
No log	0.4828	56	0.7608	0.0164	0.7608	0.8722
No log	0.5	58	0.9718	0.0244	0.9718	0.9858
No log	0.5172	60	1.2287	0.0345	1.2287	1.1085
No log	0.5345	62	1.4181	0.0	1.4181	1.1908
No log	0.5517	64	1.1506	0.0345	1.1506	1.0727
No log	0.5690	66	0.9652	0.0698	0.9652	0.9824
No log	0.5862	68	0.9680	0.0698	0.9680	0.9839
No log	0.6034	70	1.1240	0.0345	1.1240	1.0602
No log	0.6207	72	0.9868	0.0522	0.9868	0.9934
No log	0.6379	74	0.8188	0.2000	0.8188	0.9049
No log	0.6552	76	0.7825	0.3052	0.7825	0.8846
No log	0.6724	78	0.8505	0.2593	0.8505	0.9222
No log	0.6897	80	1.1788	0.1172	1.1788	1.0857
No log	0.7069	82	1.0532	0.2059	1.0532	1.0263
No log	0.7241	84	0.8150	0.2830	0.8150	0.9028
No log	0.7414	86	0.9532	0.3208	0.9532	0.9763
No log	0.7586	88	0.6317	0.3103	0.6317	0.7948
No log	0.7759	90	0.5443	0.1795	0.5443	0.7378
No log	0.7931	92	0.6151	0.2485	0.6151	0.7843
No log	0.8103	94	0.8330	0.1028	0.8330	0.9127
No log	0.8276	96	0.8104	0.1028	0.8104	0.9002
No log	0.8448	98	1.0769	0.0977	1.0769	1.0377
No log	0.8621	100	0.9582	0.1235	0.9582	0.9789
No log	0.8793	102	0.7167	0.1111	0.7167	0.8466
No log	0.8966	104	0.7465	0.1515	0.7465	0.8640
No log	0.9138	106	0.8765	0.0531	0.8765	0.9362
No log	0.9310	108	0.8539	0.0423	0.8539	0.9241
No log	0.9483	110	0.8234	0.1064	0.8234	0.9074
No log	0.9655	112	0.9696	0.0631	0.9696	0.9847
No log	0.9828	114	0.6861	0.2096	0.6861	0.8283
No log	1.0	116	0.6905	0.1892	0.6905	0.8309
No log	1.0172	118	0.6092	0.1902	0.6092	0.7805
No log	1.0345	120	0.7913	0.2897	0.7913	0.8895
No log	1.0517	122	0.8203	0.2727	0.8203	0.9057
No log	1.0690	124	0.9131	0.2681	0.9131	0.9556
No log	1.0862	126	0.7638	0.2830	0.7638	0.8739
No log	1.1034	128	0.5138	0.3171	0.5138	0.7168
No log	1.1207	130	0.6009	0.3369	0.6009	0.7752
No log	1.1379	132	0.5086	0.2195	0.5086	0.7132
No log	1.1552	134	0.8710	0.2203	0.8710	0.9333
No log	1.1724	136	1.1787	0.1486	1.1787	1.0857
No log	1.1897	138	1.2961	0.0677	1.2961	1.1385
No log	1.2069	140	0.7713	0.2661	0.7713	0.8782
No log	1.2241	142	0.5447	0.3661	0.5447	0.7380
No log	1.2414	144	0.5530	0.2471	0.5530	0.7437
No log	1.2586	146	0.5659	0.2967	0.5659	0.7523
No log	1.2759	148	0.7275	0.4059	0.7275	0.8530
No log	1.2931	150	0.7616	0.3561	0.7616	0.8727
No log	1.3103	152	0.8337	0.2632	0.8337	0.9131
No log	1.3276	154	0.6704	0.3231	0.6704	0.8188
No log	1.3448	156	0.6837	0.4400	0.6837	0.8268
No log	1.3621	158	0.6042	0.5088	0.6042	0.7773
No log	1.3793	160	0.5568	0.5172	0.5568	0.7462
No log	1.3966	162	0.5380	0.4909	0.5380	0.7335
No log	1.4138	164	0.8320	0.2423	0.8320	0.9122
No log	1.4310	166	0.7186	0.4393	0.7186	0.8477
No log	1.4483	168	0.6317	0.4554	0.6317	0.7948
No log	1.4655	170	0.4990	0.4393	0.4990	0.7064
No log	1.4828	172	0.5864	0.4450	0.5864	0.7658
No log	1.5	174	1.0154	0.1688	1.0154	1.0077
No log	1.5172	176	0.7856	0.4056	0.7856	0.8863
No log	1.5345	178	0.7212	0.3333	0.7212	0.8492
No log	1.5517	180	0.8115	0.3185	0.8115	0.9008
No log	1.5690	182	0.6804	0.3200	0.6804	0.8248
No log	1.5862	184	0.6879	0.2893	0.6879	0.8294
No log	1.6034	186	0.9581	0.2239	0.9581	0.9788
No log	1.6207	188	1.0818	0.2432	1.0818	1.0401
No log	1.6379	190	0.7392	0.2877	0.7392	0.8598
No log	1.6552	192	0.7368	0.2140	0.7368	0.8584
No log	1.6724	194	0.7567	0.2469	0.7567	0.8699
No log	1.6897	196	0.7835	0.2863	0.7835	0.8852
No log	1.7069	198	0.7057	0.4185	0.7057	0.8400
No log	1.7241	200	1.2014	0.2000	1.2014	1.0961
No log	1.7414	202	2.0003	0.1692	2.0003	1.4143
No log	1.7586	204	2.0866	0.0909	2.0866	1.4445
No log	1.7759	206	1.6701	0.0728	1.6701	1.2923
No log	1.7931	208	0.8561	0.2140	0.8561	0.9253
No log	1.8103	210	0.7816	0.1855	0.7816	0.8841
No log	1.8276	212	1.1965	0.0596	1.1965	1.0939
No log	1.8448	214	0.9363	0.2000	0.9363	0.9676
No log	1.8621	216	0.6718	0.3333	0.6718	0.8197
No log	1.8793	218	1.2659	0.0677	1.2659	1.1251
No log	1.8966	220	1.4990	0.0571	1.4990	1.2243
No log	1.9138	222	1.3554	0.0571	1.3554	1.1642
No log	1.9310	224	0.9262	0.2340	0.9262	0.9624
No log	1.9483	226	0.6532	0.3561	0.6532	0.8082
No log	1.9655	228	0.8972	0.2520	0.8972	0.9472
No log	1.9828	230	1.1115	0.2672	1.1115	1.0543
No log	2.0	232	0.9367	0.264	0.9367	0.9679
No log	2.0172	234	0.6469	0.3702	0.6469	0.8043
No log	2.0345	236	0.6131	0.3035	0.6131	0.7830
No log	2.0517	238	0.6256	0.2549	0.6256	0.7910
No log	2.0690	240	0.6495	0.2153	0.6495	0.8059
No log	2.0862	242	0.7254	0.3333	0.7254	0.8517
No log	2.1034	244	0.6818	0.2239	0.6818	0.8257
No log	2.1207	246	0.7223	0.1786	0.7223	0.8499
No log	2.1379	248	0.7013	0.1765	0.7013	0.8374
No log	2.1552	250	0.7056	0.2000	0.7056	0.8400
No log	2.1724	252	0.7462	0.2000	0.7462	0.8638
No log	2.1897	254	0.8031	0.2475	0.8031	0.8962
No log	2.2069	256	0.6941	0.1429	0.6941	0.8331
No log	2.2241	258	0.7067	0.1923	0.7067	0.8407
No log	2.2414	260	0.7008	0.1845	0.7008	0.8371
No log	2.2586	262	0.7987	0.2871	0.7987	0.8937
No log	2.2759	264	0.9252	0.2208	0.9252	0.9619
No log	2.2931	266	0.7812	0.3061	0.7812	0.8839
No log	2.3103	268	0.7466	0.2414	0.7466	0.8641
No log	2.3276	270	0.8087	0.1935	0.8087	0.8993
No log	2.3448	272	0.7713	0.3455	0.7713	0.8782
No log	2.3621	274	1.3013	0.1900	1.3013	1.1407
No log	2.3793	276	1.7729	0.1376	1.7729	1.3315
No log	2.3966	278	1.6086	0.1224	1.6086	1.2683
No log	2.4138	280	1.1333	0.1890	1.1333	1.0646
No log	2.4310	282	0.7710	0.2692	0.7710	0.8781
No log	2.4483	284	0.6519	0.2294	0.6519	0.8074
No log	2.4655	286	0.6444	0.2607	0.6444	0.8028
No log	2.4828	288	0.6328	0.3725	0.6328	0.7955
No log	2.5	290	0.8847	0.2489	0.8847	0.9406
No log	2.5172	292	0.9893	0.1803	0.9893	0.9947
No log	2.5345	294	0.8553	0.3004	0.8553	0.9248
No log	2.5517	296	0.7769	0.3077	0.7769	0.8814
No log	2.5690	298	0.7407	0.3778	0.7407	0.8606
No log	2.5862	300	0.7408	0.2203	0.7408	0.8607
No log	2.6034	302	0.7473	0.2281	0.7473	0.8644
No log	2.6207	304	0.7487	0.3153	0.7487	0.8653
No log	2.6379	306	0.8087	0.3846	0.8087	0.8993
No log	2.6552	308	0.9827	0.2397	0.9827	0.9913
No log	2.6724	310	0.9634	0.2397	0.9634	0.9815
No log	2.6897	312	0.7320	0.3973	0.7320	0.8556
No log	2.7069	314	0.7388	0.2333	0.7388	0.8595
No log	2.7241	316	0.8610	0.2124	0.8610	0.9279
No log	2.7414	318	0.7589	0.2263	0.7589	0.8712
No log	2.7586	320	0.7156	0.3010	0.7156	0.8459
No log	2.7759	322	0.7856	0.3585	0.7856	0.8863
No log	2.7931	324	0.7325	0.2676	0.7325	0.8558
No log	2.8103	326	0.7230	0.2563	0.7230	0.8503
No log	2.8276	328	0.7762	0.2068	0.7762	0.8810
No log	2.8448	330	0.7181	0.2150	0.7181	0.8474
No log	2.8621	332	0.7222	0.2941	0.7222	0.8498
No log	2.8793	334	0.8253	0.2563	0.8253	0.9085
No log	2.8966	336	0.8377	0.2653	0.8377	0.9153
No log	2.9138	338	0.7898	0.2165	0.7898	0.8887
No log	2.9310	340	0.7382	0.2308	0.7382	0.8592
No log	2.9483	342	0.7324	0.2308	0.7324	0.8558
No log	2.9655	344	0.7166	0.2475	0.7166	0.8465
No log	2.9828	346	0.7510	0.1837	0.7510	0.8666
No log	3.0	348	0.6851	0.125	0.6851	0.8277
No log	3.0172	350	0.7253	0.2258	0.7253	0.8517
No log	3.0345	352	0.7577	0.2165	0.7577	0.8705
No log	3.0517	354	0.7644	0.1683	0.7644	0.8743
No log	3.0690	356	0.9677	0.2416	0.9677	0.9837
No log	3.0862	358	1.0339	0.1628	1.0339	1.0168
No log	3.1034	360	0.8399	0.2275	0.8399	0.9165
No log	3.1207	362	0.7600	0.2077	0.7600	0.8718
No log	3.1379	364	0.7493	0.2621	0.7493	0.8656
No log	3.1552	366	0.7446	0.2646	0.7446	0.8629
No log	3.1724	368	0.7222	0.2621	0.7222	0.8498
No log	3.1897	370	0.7436	0.2607	0.7436	0.8623
No log	3.2069	372	0.7428	0.2830	0.7428	0.8619
No log	3.2241	374	0.7565	0.2850	0.7565	0.8698
No log	3.2414	376	0.7339	0.2850	0.7339	0.8567
No log	3.2586	378	0.7267	0.3035	0.7267	0.8524
No log	3.2759	380	0.7193	0.2487	0.7193	0.8481
No log	3.2931	382	0.7140	0.1133	0.7140	0.8450
No log	3.3103	384	0.6910	0.1503	0.6910	0.8313
No log	3.3276	386	0.6818	0.2917	0.6818	0.8257
No log	3.3448	388	0.8911	0.2900	0.8911	0.9440
No log	3.3621	390	0.9393	0.2743	0.9393	0.9692
No log	3.3793	392	0.7269	0.2646	0.7269	0.8526
No log	3.3966	394	0.6834	0.2323	0.6834	0.8267
No log	3.4138	396	0.6964	0.2000	0.6964	0.8345
No log	3.4310	398	0.6555	0.2527	0.6555	0.8096
No log	3.4483	400	0.6640	0.2251	0.6640	0.8149
No log	3.4655	402	0.6595	0.2000	0.6595	0.8121
No log	3.4828	404	0.6813	0.1648	0.6813	0.8254
No log	3.5	406	0.6914	0.2000	0.6914	0.8315
No log	3.5172	408	0.6951	0.1658	0.6951	0.8338
No log	3.5345	410	0.6983	0.1910	0.6983	0.8356
No log	3.5517	412	0.6766	0.1908	0.6766	0.8226
No log	3.5690	414	0.6409	0.1908	0.6409	0.8006
No log	3.5862	416	0.6484	0.1648	0.6484	0.8052
No log	3.6034	418	0.6827	0.2090	0.6827	0.8262
No log	3.6207	420	0.7019	0.1746	0.7019	0.8378
No log	3.6379	422	0.6604	0.1917	0.6604	0.8127
No log	3.6552	424	0.7357	0.2453	0.7357	0.8577
No log	3.6724	426	0.6916	0.2233	0.6916	0.8316
No log	3.6897	428	0.7106	0.2153	0.7106	0.8430
No log	3.7069	430	0.6372	0.3035	0.6372	0.7982
No log	3.7241	432	0.6360	0.2941	0.6360	0.7975
No log	3.7414	434	0.6262	0.28	0.6262	0.7913
No log	3.7586	436	0.7269	0.2239	0.7269	0.8526
No log	3.7759	438	0.7728	0.2621	0.7728	0.8791
No log	3.7931	440	0.6621	0.2000	0.6621	0.8137
No log	3.8103	442	0.6563	0.2350	0.6563	0.8101
No log	3.8276	444	0.6777	0.1648	0.6777	0.8232
No log	3.8448	446	0.6475	0.2265	0.6475	0.8047
No log	3.8621	448	0.6670	0.2350	0.6670	0.8167
No log	3.8793	450	0.6909	0.1667	0.6909	0.8312
No log	3.8966	452	0.6441	0.2000	0.6441	0.8026
No log	3.9138	454	0.6962	0.1568	0.6962	0.8344
No log	3.9310	456	0.7396	0.1158	0.7396	0.8600
No log	3.9483	458	0.7546	0.1088	0.7546	0.8687
No log	3.9655	460	0.7645	0.1429	0.7645	0.8743
No log	3.9828	462	0.7658	0.24	0.7658	0.8751
No log	4.0	464	0.8193	0.2000	0.8193	0.9051
No log	4.0172	466	0.9155	0.0894	0.9155	0.9568
No log	4.0345	468	1.0119	0.1496	1.0119	1.0059
No log	4.0517	470	1.0410	0.1264	1.0410	1.0203
No log	4.0690	472	0.8249	0.1045	0.8249	0.9083
No log	4.0862	474	0.6461	0.2340	0.6461	0.8038
No log	4.1034	476	0.8022	0.2523	0.8022	0.8956
No log	4.1207	478	0.8997	0.1379	0.8997	0.9485
No log	4.1379	480	0.7849	0.2607	0.7849	0.8860
No log	4.1552	482	0.6717	0.1905	0.6717	0.8196
No log	4.1724	484	0.6868	0.2088	0.6868	0.8287
No log	4.1897	486	0.7130	0.2079	0.7130	0.8444
No log	4.2069	488	0.7194	0.2233	0.7194	0.8482
No log	4.2241	490	0.8083	0.2727	0.8083	0.8991
No log	4.2414	492	0.7984	0.2070	0.7984	0.8935
No log	4.2586	494	0.7416	0.2153	0.7416	0.8612
No log	4.2759	496	0.7256	0.2000	0.7256	0.8518
No log	4.2931	498	0.7180	0.2000	0.7180	0.8474
0.4911	4.3103	500	0.6901	0.2381	0.6901	0.8307
0.4911	4.3276	502	0.6827	0.1917	0.6827	0.8263
0.4911	4.3448	504	0.6601	0.1919	0.6601	0.8125
0.4911	4.3621	506	0.6927	0.2577	0.6927	0.8323
0.4911	4.3793	508	0.7727	0.2227	0.7727	0.8790
0.4911	4.3966	510	0.8437	0.1652	0.8437	0.9185
0.4911	4.4138	512	0.7563	0.2077	0.7563	0.8697
0.4911	4.4310	514	0.7159	0.2000	0.7159	0.8461
0.4911	4.4483	516	0.7715	0.2632	0.7715	0.8784
0.4911	4.4655	518	0.7360	0.2432	0.7360	0.8579
0.4911	4.4828	520	0.7471	0.2727	0.7471	0.8643
0.4911	4.5	522	0.7168	0.3143	0.7168	0.8466
0.4911	4.5172	524	0.6913	0.1610	0.6913	0.8314
0.4911	4.5345	526	0.7228	0.2153	0.7228	0.8501
0.4911	4.5517	528	0.6852	0.1111	0.6852	0.8278
0.4911	4.5690	530	0.7097	0.1765	0.7097	0.8424
0.4911	4.5862	532	0.7964	0.2850	0.7964	0.8924
0.4911	4.6034	534	0.7640	0.2941	0.7640	0.8740
0.4911	4.6207	536	0.7138	0.2821	0.7138	0.8449
0.4911	4.6379	538	0.7021	0.1088	0.7021	0.8379
0.4911	4.6552	540	0.7321	0.0863	0.7321	0.8556
0.4911	4.6724	542	0.7477	0.1287	0.7477	0.8647
0.4911	4.6897	544	0.8141	0.2442	0.8141	0.9023
0.4911	4.7069	546	0.8186	0.2646	0.8186	0.9047
0.4911	4.7241	548	0.7683	0.2536	0.7683	0.8765
0.4911	4.7414	550	0.8241	0.1351	0.8241	0.9078
0.4911	4.7586	552	1.0641	0.1111	1.0641	1.0315
0.4911	4.7759	554	1.0932	0.1440	1.0932	1.0456
0.4911	4.7931	556	0.9124	0.1861	0.9124	0.9552
0.4911	4.8103	558	0.7677	0.1759	0.7677	0.8762
0.4911	4.8276	560	0.8671	0.2941	0.8671	0.9312
0.4911	4.8448	562	0.9296	0.2000	0.9296	0.9642
0.4911	4.8621	564	0.8621	0.2941	0.8621	0.9285
0.4911	4.8793	566	0.7803	0.1753	0.7803	0.8833
0.4911	4.8966	568	0.8246	0.1289	0.8246	0.9081
0.4911	4.9138	570	0.8496	0.1652	0.8496	0.9218
0.4911	4.9310	572	0.8148	0.1560	0.8148	0.9026
0.4911	4.9483	574	0.7829	0.1045	0.7829	0.8848
0.4911	4.9655	576	0.7777	0.2081	0.7777	0.8819
0.4911	4.9828	578	0.7762	0.25	0.7762	0.8810
0.4911	5.0	580	0.7573	0.1045	0.7573	0.8702
0.4911	5.0172	582	0.7417	0.1111	0.7417	0.8612
0.4911	5.0345	584	0.7140	0.1088	0.7140	0.8450
0.4911	5.0517	586	0.7107	0.0400	0.7107	0.8430
0.4911	5.0690	588	0.7001	0.1088	0.7001	0.8367
0.4911	5.0862	590	0.6960	0.1832	0.6960	0.8343
0.4911	5.1034	592	0.6928	0.1489	0.6928	0.8324
0.4911	5.1207	594	0.7128	0.0400	0.7128	0.8443
0.4911	5.1379	596	0.7005	0.1111	0.7005	0.8370
0.4911	5.1552	598	0.6938	0.1503	0.6938	0.8330
0.4911	5.1724	600	0.7056	0.3535	0.7056	0.8400
0.4911	5.1897	602	0.7107	0.3831	0.7107	0.8430
0.4911	5.2069	604	0.6950	0.3535	0.6950	0.8337
0.4911	5.2241	606	0.6793	0.2487	0.6793	0.8242
0.4911	5.2414	608	0.6659	0.25	0.6659	0.8160
0.4911	5.2586	610	0.6610	0.1917	0.6610	0.8130
0.4911	5.2759	612	0.6621	0.2000	0.6621	0.8137
0.4911	5.2931	614	0.6721	0.2000	0.6721	0.8198
0.4911	5.3103	616	0.6846	0.2000	0.6846	0.8274
0.4911	5.3276	618	0.7017	0.2323	0.7017	0.8377
0.4911	5.3448	620	0.7083	0.0891	0.7083	0.8416
0.4911	5.3621	622	0.7160	0.1238	0.7160	0.8461
0.4911	5.3793	624	0.7157	0.1921	0.7157	0.8460
0.4911	5.3966	626	0.7041	0.1610	0.7041	0.8391
0.4911	5.4138	628	0.7013	0.1068	0.7013	0.8374
0.4911	5.4310	630	0.6875	0.1373	0.6875	0.8292
0.4911	5.4483	632	0.6845	0.2150	0.6845	0.8273
0.4911	5.4655	634	0.6727	0.1610	0.6727	0.8202
0.4911	5.4828	636	0.6704	0.1845	0.6704	0.8188
0.4911	5.5	638	0.6612	0.2245	0.6612	0.8131
0.4911	5.5172	640	0.6528	0.2161	0.6528	0.8080
0.4911	5.5345	642	0.6595	0.2161	0.6595	0.8121
0.4911	5.5517	644	0.6821	0.2245	0.6821	0.8259
0.4911	5.5690	646	0.6953	0.1527	0.6953	0.8338
0.4911	5.5862	648	0.7072	0.12	0.7072	0.8410
0.4911	5.6034	650	0.6861	0.1527	0.6861	0.8283
0.4911	5.6207	652	0.6670	0.1759	0.6670	0.8167
0.4911	5.6379	654	0.6830	0.2850	0.6830	0.8264
0.4911	5.6552	656	0.7646	0.3171	0.7646	0.8744
0.4911	5.6724	658	0.7614	0.2986	0.7614	0.8726
0.4911	5.6897	660	0.6937	0.3103	0.6937	0.8329
0.4911	5.7069	662	0.6787	0.1691	0.6787	0.8238
0.4911	5.7241	664	0.7063	0.1388	0.7063	0.8404
0.4911	5.7414	666	0.7156	0.1493	0.7156	0.8459
0.4911	5.7586	668	0.7204	0.2830	0.7204	0.8488
0.4911	5.7759	670	0.7134	0.2830	0.7134	0.8447
0.4911	5.7931	672	0.7167	0.2830	0.7167	0.8466
0.4911	5.8103	674	0.7115	0.2217	0.7115	0.8435
0.4911	5.8276	676	0.7252	0.2000	0.7252	0.8516
0.4911	5.8448	678	0.7216	0.2294	0.7216	0.8494
0.4911	5.8621	680	0.7134	0.2217	0.7134	0.8446
0.4911	5.8793	682	0.7157	0.2143	0.7157	0.8460
0.4911	5.8966	684	0.7515	0.3571	0.7515	0.8669
0.4911	5.9138	686	0.8028	0.264	0.8028	0.8960
0.4911	5.9310	688	0.7617	0.2881	0.7617	0.8727
0.4911	5.9483	690	0.7032	0.3091	0.7032	0.8385
0.4911	5.9655	692	0.6818	0.2000	0.6818	0.8257
0.4911	5.9828	694	0.6952	0.2222	0.6952	0.8338
0.4911	6.0	696	0.7048	0.2222	0.7048	0.8395
0.4911	6.0172	698	0.7219	0.2222	0.7219	0.8496
0.4911	6.0345	700	0.7184	0.2222	0.7184	0.8476
0.4911	6.0517	702	0.7186	0.2432	0.7186	0.8477
0.4911	6.0690	704	0.7956	0.2554	0.7956	0.8920
0.4911	6.0862	706	0.8039	0.2920	0.8039	0.8966
0.4911	6.1034	708	0.7396	0.2646	0.7396	0.8600
0.4911	6.1207	710	0.7418	0.1848	0.7418	0.8613
0.4911	6.1379	712	0.7985	0.1154	0.7985	0.8936
0.4911	6.1552	714	0.7692	0.2074	0.7692	0.8770
0.4911	6.1724	716	0.6968	0.1845	0.6968	0.8347
0.4911	6.1897	718	0.6587	0.2941	0.6587	0.8116
0.4911	6.2069	720	0.6749	0.3462	0.6749	0.8215
0.4911	6.2241	722	0.6525	0.3237	0.6525	0.8078
0.4911	6.2414	724	0.6397	0.2919	0.6397	0.7998
0.4911	6.2586	726	0.6419	0.1925	0.6419	0.8012
0.4911	6.2759	728	0.6413	0.2919	0.6413	0.8008
0.4911	6.2931	730	0.6444	0.2919	0.6444	0.8027
0.4911	6.3103	732	0.6614	0.1691	0.6614	0.8133
0.4911	6.3276	734	0.6736	0.1515	0.6736	0.8207
0.4911	6.3448	736	0.6922	0.1527	0.6922	0.8320
0.4911	6.3621	738	0.6784	0.1443	0.6784	0.8237
0.4911	6.3793	740	0.6622	0.1238	0.6622	0.8138
0.4911	6.3966	742	0.6504	0.1610	0.6504	0.8065
0.4911	6.4138	744	0.6495	0.2536	0.6495	0.8059
0.4911	6.4310	746	0.6553	0.1610	0.6553	0.8095
0.4911	6.4483	748	0.6623	0.2308	0.6623	0.8138
0.4911	6.4655	750	0.6621	0.2621	0.6621	0.8137
0.4911	6.4828	752	0.6777	0.3524	0.6777	0.8232
0.4911	6.5	754	0.6793	0.3237	0.6793	0.8242
0.4911	6.5172	756	0.6732	0.2308	0.6732	0.8205
0.4911	6.5345	758	0.7056	0.2143	0.7056	0.8400
0.4911	6.5517	760	0.7292	0.2646	0.7292	0.8539
0.4911	6.5690	762	0.6984	0.2607	0.6984	0.8357
0.4911	6.5862	764	0.6714	0.3299	0.6714	0.8194
0.4911	6.6034	766	0.6759	0.3010	0.6759	0.8221
0.4911	6.6207	768	0.6912	0.2941	0.6912	0.8314
0.4911	6.6379	770	0.6846	0.3010	0.6846	0.8274
0.4911	6.6552	772	0.6787	0.2780	0.6787	0.8239
0.4911	6.6724	774	0.6770	0.2780	0.6770	0.8228
0.4911	6.6897	776	0.6862	0.2079	0.6862	0.8284
0.4911	6.7069	778	0.6965	0.1443	0.6965	0.8345
0.4911	6.7241	780	0.7004	0.1600	0.7004	0.8369
0.4911	6.7414	782	0.7078	0.1683	0.7078	0.8413
0.4911	6.7586	784	0.6755	0.125	0.6755	0.8219
0.4911	6.7759	786	0.6417	0.1746	0.6417	0.8011
0.4911	6.7931	788	0.6372	0.2766	0.6372	0.7983
0.4911	6.8103	790	0.6452	0.2688	0.6452	0.8033
0.4911	6.8276	792	0.6390	0.2688	0.6390	0.7994
0.4911	6.8448	794	0.6253	0.3224	0.6253	0.7908
0.4911	6.8621	796	0.6195	0.2513	0.6195	0.7871
0.4911	6.8793	798	0.6427	0.1917	0.6427	0.8017
0.4911	6.8966	800	0.6589	0.125	0.6589	0.8117
0.4911	6.9138	802	0.6404	0.2245	0.6404	0.8002
0.4911	6.9310	804	0.6215	0.3263	0.6215	0.7883
0.4911	6.9483	806	0.6434	0.3016	0.6434	0.8021
0.4911	6.9655	808	0.6453	0.3231	0.6453	0.8033
0.4911	6.9828	810	0.6260	0.3016	0.6260	0.7912
0.4911	7.0	812	0.6160	0.2990	0.6160	0.7848
0.4911	7.0172	814	0.6163	0.3575	0.6163	0.7850
0.4911	7.0345	816	0.6253	0.3498	0.6253	0.7908
0.4911	7.0517	818	0.6439	0.2941	0.6439	0.8025
0.4911	7.0690	820	0.6604	0.3398	0.6604	0.8127
0.4911	7.0862	822	0.6674	0.2919	0.6674	0.8169
0.4911	7.1034	824	0.6667	0.2941	0.6667	0.8165
0.4911	7.1207	826	0.6651	0.2941	0.6651	0.8156
0.4911	7.1379	828	0.6597	0.2487	0.6597	0.8122
0.4911	7.1552	830	0.6656	0.1691	0.6656	0.8159
0.4911	7.1724	832	0.6633	0.1220	0.6633	0.8144
0.4911	7.1897	834	0.6619	0.2000	0.6619	0.8136
0.4911	7.2069	836	0.6622	0.2746	0.6622	0.8138
0.4911	7.2241	838	0.6773	0.3462	0.6773	0.8230
0.4911	7.2414	840	0.6913	0.3462	0.6913	0.8314
0.4911	7.2586	842	0.7083	0.3462	0.7083	0.8416
0.4911	7.2759	844	0.7146	0.3462	0.7146	0.8453
0.4911	7.2931	846	0.7052	0.1919	0.7052	0.8398
0.4911	7.3103	848	0.7043	0.1600	0.7043	0.8392
0.4911	7.3276	850	0.7074	0.1220	0.7074	0.8411
0.4911	7.3448	852	0.7069	0.1220	0.7069	0.8408
0.4911	7.3621	854	0.7117	0.1220	0.7117	0.8436
0.4911	7.3793	856	0.7172	0.1456	0.7172	0.8469
0.4911	7.3966	858	0.7175	0.1456	0.7175	0.8471
0.4911	7.4138	860	0.7298	0.1456	0.7298	0.8543
0.4911	7.4310	862	0.7201	0.1443	0.7201	0.8486
0.4911	7.4483	864	0.7112	0.1759	0.7112	0.8433
0.4911	7.4655	866	0.7092	0.1845	0.7092	0.8422
0.4911	7.4828	868	0.7371	0.3398	0.7371	0.8585
0.4911	7.5	870	0.7641	0.3301	0.7641	0.8741
0.4911	7.5172	872	0.7334	0.3301	0.7334	0.8564
0.4911	7.5345	874	0.6857	0.3171	0.6857	0.8281
0.4911	7.5517	876	0.6686	0.1527	0.6686	0.8177
0.4911	7.5690	878	0.6777	0.1429	0.6777	0.8232
0.4911	7.5862	880	0.6907	0.1429	0.6907	0.8311
0.4911	7.6034	882	0.7093	0.1456	0.7093	0.8422
0.4911	7.6207	884	0.7087	0.1456	0.7087	0.8418
0.4911	7.6379	886	0.6806	0.1429	0.6806	0.8250
0.4911	7.6552	888	0.6522	0.1429	0.6522	0.8076
0.4911	7.6724	890	0.6441	0.1746	0.6441	0.8026
0.4911	7.6897	892	0.6530	0.3171	0.6530	0.8081
0.4911	7.7069	894	0.6901	0.3131	0.6901	0.8307
0.4911	7.7241	896	0.7070	0.3131	0.7070	0.8408
0.4911	7.7414	898	0.6895	0.3103	0.6895	0.8304
0.4911	7.7586	900	0.6818	0.3171	0.6818	0.8257
0.4911	7.7759	902	0.6791	0.2308	0.6791	0.8241
0.4911	7.7931	904	0.6997	0.1443	0.6997	0.8365
0.4911	7.8103	906	0.7196	0.1456	0.7196	0.8483
0.4911	7.8276	908	0.7176	0.1456	0.7176	0.8471
0.4911	7.8448	910	0.7037	0.1443	0.7037	0.8389
0.4911	7.8621	912	0.6897	0.1357	0.6897	0.8305
0.4911	7.8793	914	0.6803	0.2000	0.6803	0.8248
0.4911	7.8966	916	0.6739	0.2157	0.6739	0.8209
0.4911	7.9138	918	0.6705	0.2871	0.6705	0.8189
0.4911	7.9310	920	0.6707	0.3200	0.6707	0.8189
0.4911	7.9483	922	0.6570	0.3200	0.6570	0.8106
0.4911	7.9655	924	0.6392	0.3231	0.6392	0.7995
0.4911	7.9828	926	0.6216	0.2893	0.6216	0.7884
0.4911	8.0	928	0.6120	0.2527	0.6120	0.7823
0.4911	8.0172	930	0.6109	0.2179	0.6109	0.7816
0.4911	8.0345	932	0.6155	0.2179	0.6155	0.7846
0.4911	8.0517	934	0.6255	0.1746	0.6255	0.7909
0.4911	8.0690	936	0.6353	0.1746	0.6353	0.7970
0.4911	8.0862	938	0.6506	0.1746	0.6506	0.8066
0.4911	8.1034	940	0.6672	0.1357	0.6672	0.8168
0.4911	8.1207	942	0.6705	0.1357	0.6705	0.8189
0.4911	8.1379	944	0.6671	0.1357	0.6671	0.8167
0.4911	8.1552	946	0.6602	0.1746	0.6602	0.8126
0.4911	8.1724	948	0.6572	0.1746	0.6572	0.8107
0.4911	8.1897	950	0.6543	0.1746	0.6543	0.8089
0.4911	8.2069	952	0.6550	0.1746	0.6550	0.8093
0.4911	8.2241	954	0.6545	0.1746	0.6545	0.8090
0.4911	8.2414	956	0.6559	0.1746	0.6559	0.8099
0.4911	8.2586	958	0.6656	0.1429	0.6656	0.8158
0.4911	8.2759	960	0.6710	0.1158	0.6710	0.8192
0.4911	8.2931	962	0.6606	0.1064	0.6606	0.8128
0.4911	8.3103	964	0.6543	0.1135	0.6543	0.8089
0.4911	8.3276	966	0.6391	0.1475	0.6391	0.7995
0.4911	8.3448	968	0.6289	0.1823	0.6289	0.7930
0.4911	8.3621	970	0.6296	0.1823	0.6296	0.7935
0.4911	8.3793	972	0.6316	0.1739	0.6316	0.7948
0.4911	8.3966	974	0.6334	0.2179	0.6334	0.7959
0.4911	8.4138	976	0.6341	0.2179	0.6341	0.7963
0.4911	8.4310	978	0.6338	0.2967	0.6338	0.7961
0.4911	8.4483	980	0.6285	0.2179	0.6285	0.7928
0.4911	8.4655	982	0.6282	0.2179	0.6282	0.7926
0.4911	8.4828	984	0.6298	0.2273	0.6298	0.7936
0.4911	8.5	986	0.6326	0.1475	0.6326	0.7954
0.4911	8.5172	988	0.6350	0.1475	0.6350	0.7968
0.4911	8.5345	990	0.6414	0.1475	0.6414	0.8009
0.4911	8.5517	992	0.6440	0.1475	0.6440	0.8025
0.4911	8.5690	994	0.6424	0.1828	0.6424	0.8015
0.4911	8.5862	996	0.6414	0.2174	0.6414	0.8009
0.4911	8.6034	998	0.6477	0.2941	0.6477	0.8048
0.0952	8.6207	1000	0.6603	0.3161	0.6603	0.8126
0.0952	8.6379	1002	0.6732	0.2965	0.6732	0.8205
0.0952	8.6552	1004	0.6833	0.3469	0.6833	0.8266
0.0952	8.6724	1006	0.6856	0.3231	0.6856	0.8280
0.0952	8.6897	1008	0.6925	0.1373	0.6925	0.8322
0.0952	8.7069	1010	0.7062	0.1373	0.7062	0.8403
0.0952	8.7241	1012	0.7155	0.1456	0.7155	0.8459
0.0952	8.7414	1014	0.7298	0.1923	0.7298	0.8543
0.0952	8.7586	1016	0.7483	0.1610	0.7483	0.8651
0.0952	8.7759	1018	0.7545	0.1373	0.7545	0.8686
0.0952	8.7931	1020	0.7411	0.1610	0.7411	0.8608
0.0952	8.8103	1022	0.7187	0.1610	0.7187	0.8478
0.0952	8.8276	1024	0.6932	0.1515	0.6932	0.8326
0.0952	8.8448	1026	0.6812	0.1357	0.6812	0.8253
0.0952	8.8621	1028	0.6723	0.1357	0.6723	0.8200
0.0952	8.8793	1030	0.6668	0.1357	0.6668	0.8166
0.0952	8.8966	1032	0.6624	0.2169	0.6624	0.8139
0.0952	8.9138	1034	0.6597	0.1667	0.6597	0.8122
0.0952	8.9310	1036	0.6582	0.2000	0.6582	0.8113
0.0952	8.9483	1038	0.6545	0.2000	0.6545	0.8090
0.0952	8.9655	1040	0.6547	0.2746	0.6547	0.8091
0.0952	8.9828	1042	0.6560	0.2000	0.6560	0.8100
0.0952	9.0	1044	0.6587	0.2000	0.6587	0.8116
0.0952	9.0172	1046	0.6616	0.2000	0.6616	0.8134
0.0952	9.0345	1048	0.6641	0.2000	0.6641	0.8149
0.0952	9.0517	1050	0.6642	0.2081	0.6642	0.8150
0.0952	9.0690	1052	0.6643	0.1753	0.6643	0.8151
0.0952	9.0862	1054	0.6583	0.2081	0.6583	0.8113
0.0952	9.1034	1056	0.6551	0.25	0.6551	0.8094
0.0952	9.1207	1058	0.6530	0.2746	0.6530	0.8081
0.0952	9.1379	1060	0.6495	0.2746	0.6495	0.8059
0.0952	9.1552	1062	0.6487	0.2746	0.6487	0.8054
0.0952	9.1724	1064	0.6466	0.2746	0.6466	0.8041
0.0952	9.1897	1066	0.6440	0.2746	0.6440	0.8025
0.0952	9.2069	1068	0.6427	0.2746	0.6427	0.8017
0.0952	9.2241	1070	0.6422	0.3263	0.6422	0.8014
0.0952	9.2414	1072	0.6413	0.2513	0.6413	0.8008
0.0952	9.2586	1074	0.6409	0.3263	0.6409	0.8006
0.0952	9.2759	1076	0.6429	0.2746	0.6429	0.8018
0.0952	9.2931	1078	0.6451	0.2746	0.6451	0.8032
0.0952	9.3103	1080	0.6478	0.2746	0.6478	0.8048
0.0952	9.3276	1082	0.6499	0.2000	0.6499	0.8062
0.0952	9.3448	1084	0.6523	0.2000	0.6523	0.8077
0.0952	9.3621	1086	0.6540	0.2746	0.6540	0.8087
0.0952	9.3793	1088	0.6579	0.2653	0.6579	0.8111
0.0952	9.3966	1090	0.6620	0.2965	0.6620	0.8136
0.0952	9.4138	1092	0.6660	0.2871	0.6660	0.8161
0.0952	9.4310	1094	0.6658	0.2871	0.6658	0.8160
0.0952	9.4483	1096	0.6626	0.2965	0.6626	0.8140
0.0952	9.4655	1098	0.6602	0.2965	0.6602	0.8125
0.0952	9.4828	1100	0.6589	0.2746	0.6589	0.8117
0.0952	9.5	1102	0.6593	0.2746	0.6593	0.8119
0.0952	9.5172	1104	0.6609	0.3231	0.6609	0.8129
0.0952	9.5345	1106	0.6630	0.2081	0.6630	0.8143
0.0952	9.5517	1108	0.6657	0.2081	0.6657	0.8159
0.0952	9.5690	1110	0.6676	0.1753	0.6676	0.8171
0.0952	9.5862	1112	0.6715	0.1357	0.6715	0.8195
0.0952	9.6034	1114	0.6739	0.1373	0.6739	0.8209
0.0952	9.6207	1116	0.6743	0.1373	0.6743	0.8212
0.0952	9.6379	1118	0.6738	0.1373	0.6738	0.8208
0.0952	9.6552	1120	0.6719	0.1373	0.6719	0.8197
0.0952	9.6724	1122	0.6693	0.1373	0.6693	0.8181
0.0952	9.6897	1124	0.6685	0.1373	0.6685	0.8176
0.0952	9.7069	1126	0.6678	0.1357	0.6678	0.8172
0.0952	9.7241	1128	0.6661	0.1357	0.6661	0.8162
0.0952	9.7414	1130	0.6659	0.1357	0.6659	0.8160
0.0952	9.7586	1132	0.6645	0.1357	0.6645	0.8152
0.0952	9.7759	1134	0.6641	0.1357	0.6641	0.8149
0.0952	9.7931	1136	0.6639	0.1357	0.6639	0.8148
0.0952	9.8103	1138	0.6635	0.1357	0.6635	0.8146
0.0952	9.8276	1140	0.6626	0.1357	0.6626	0.8140
0.0952	9.8448	1142	0.6620	0.1357	0.6620	0.8137
0.0952	9.8621	1144	0.6610	0.1357	0.6610	0.8130
0.0952	9.8793	1146	0.6600	0.1357	0.6600	0.8124
0.0952	9.8966	1148	0.6593	0.1357	0.6593	0.8120
0.0952	9.9138	1150	0.6585	0.1357	0.6585	0.8115
0.0952	9.9310	1152	0.6578	0.1753	0.6578	0.8110
0.0952	9.9483	1154	0.6570	0.1753	0.6570	0.8106
0.0952	9.9655	1156	0.6564	0.1753	0.6564	0.8102
0.0952	9.9828	1158	0.6562	0.1753	0.6562	0.8100
0.0952	10.0	1160	0.6561	0.1753	0.6561	0.8100

Framework versions

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