ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k16_task2_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: 0.5935
• Qwk: 0.5518
• Mse: 0.5935
• Rmse: 0.7704

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	0.0247	2	4.0410	-0.0187	4.0410	2.0102
No log	0.0494	4	2.0351	0.0148	2.0351	1.4266
No log	0.0741	6	1.4274	-0.0352	1.4274	1.1947
No log	0.0988	8	1.1736	-0.0718	1.1736	1.0833
No log	0.1235	10	0.8376	0.0462	0.8376	0.9152
No log	0.1481	12	0.9044	-0.0171	0.9044	0.9510
No log	0.1728	14	0.9383	-0.0284	0.9383	0.9687
No log	0.1975	16	0.7888	0.1998	0.7888	0.8881
No log	0.2222	18	0.7220	0.3119	0.7220	0.8497
No log	0.2469	20	1.1178	0.0624	1.1178	1.0573
No log	0.2716	22	1.6915	0.1187	1.6915	1.3006
No log	0.2963	24	1.2772	0.1193	1.2772	1.1301
No log	0.3210	26	1.0473	0.1178	1.0473	1.0234
No log	0.3457	28	0.8230	0.1663	0.8230	0.9072
No log	0.3704	30	0.7442	0.3198	0.7442	0.8627
No log	0.3951	32	0.7780	0.3743	0.7780	0.8820
No log	0.4198	34	1.1767	0.1613	1.1767	1.0848
No log	0.4444	36	1.8268	0.1532	1.8268	1.3516
No log	0.4691	38	2.3328	0.0776	2.3328	1.5274
No log	0.4938	40	1.9447	0.1168	1.9447	1.3945
No log	0.5185	42	1.4570	0.1577	1.4570	1.2070
No log	0.5432	44	1.2425	0.2008	1.2425	1.1147
No log	0.5679	46	0.9392	0.2575	0.9392	0.9691
No log	0.5926	48	0.6888	0.3805	0.6888	0.8300
No log	0.6173	50	0.6977	0.4103	0.6976	0.8353
No log	0.6420	52	0.7693	0.3362	0.7693	0.8771
No log	0.6667	54	1.0162	0.1864	1.0162	1.0080
No log	0.6914	56	1.0538	0.1639	1.0538	1.0265
No log	0.7160	58	0.8768	0.2236	0.8768	0.9364
No log	0.7407	60	0.6830	0.3300	0.6830	0.8265
No log	0.7654	62	0.7012	0.3394	0.7012	0.8373
No log	0.7901	64	0.9717	0.2129	0.9717	0.9857
No log	0.8148	66	1.0358	0.2286	1.0358	1.0178
No log	0.8395	68	0.8817	0.2743	0.8817	0.9390
No log	0.8642	70	0.7301	0.3214	0.7301	0.8545
No log	0.8889	72	0.8184	0.2758	0.8184	0.9046
No log	0.9136	74	0.9882	0.3065	0.9882	0.9941
No log	0.9383	76	0.8798	0.3192	0.8798	0.9380
No log	0.9630	78	0.6954	0.3977	0.6954	0.8339
No log	0.9877	80	0.6486	0.4129	0.6486	0.8054
No log	1.0123	82	0.7773	0.3275	0.7773	0.8816
No log	1.0370	84	0.9105	0.3005	0.9105	0.9542
No log	1.0617	86	1.0107	0.2978	1.0107	1.0053
No log	1.0864	88	1.1482	0.2801	1.1482	1.0716
No log	1.1111	90	1.0149	0.3330	1.0149	1.0074
No log	1.1358	92	1.0079	0.3308	1.0079	1.0040
No log	1.1605	94	0.9289	0.3144	0.9289	0.9638
No log	1.1852	96	1.1001	0.3101	1.1001	1.0488
No log	1.2099	98	1.0876	0.3213	1.0876	1.0429
No log	1.2346	100	0.8732	0.3662	0.8732	0.9345
No log	1.2593	102	0.8366	0.3752	0.8366	0.9147
No log	1.2840	104	1.0951	0.3003	1.0951	1.0465
No log	1.3086	106	1.1138	0.2756	1.1138	1.0554
No log	1.3333	108	0.7897	0.3387	0.7897	0.8887
No log	1.3580	110	0.6429	0.3770	0.6429	0.8018
No log	1.3827	112	0.6148	0.4559	0.6148	0.7841
No log	1.4074	114	0.6199	0.4922	0.6199	0.7874
No log	1.4321	116	0.6869	0.4154	0.6869	0.8288
No log	1.4568	118	0.7393	0.3849	0.7393	0.8598
No log	1.4815	120	0.6966	0.4179	0.6966	0.8346
No log	1.5062	122	0.6596	0.4727	0.6596	0.8122
No log	1.5309	124	0.8224	0.3833	0.8224	0.9068
No log	1.5556	126	0.7787	0.4364	0.7787	0.8824
No log	1.5802	128	0.6387	0.5321	0.6387	0.7992
No log	1.6049	130	0.8045	0.3848	0.8045	0.8970
No log	1.6296	132	0.9799	0.3406	0.9799	0.9899
No log	1.6543	134	0.9506	0.3367	0.9506	0.9750
No log	1.6790	136	0.7801	0.3777	0.7801	0.8832
No log	1.7037	138	0.6300	0.4331	0.6300	0.7937
No log	1.7284	140	0.6434	0.4035	0.6434	0.8021
No log	1.7531	142	0.7365	0.4120	0.7365	0.8582
No log	1.7778	144	0.7592	0.4294	0.7592	0.8713
No log	1.8025	146	0.9942	0.3579	0.9942	0.9971
No log	1.8272	148	1.0630	0.3593	1.0630	1.0310
No log	1.8519	150	0.8564	0.4257	0.8564	0.9254
No log	1.8765	152	0.7425	0.4861	0.7425	0.8617
No log	1.9012	154	0.7253	0.4881	0.7253	0.8516
No log	1.9259	156	0.7474	0.5108	0.7474	0.8645
No log	1.9506	158	0.9342	0.4198	0.9342	0.9666
No log	1.9753	160	1.3192	0.3097	1.3192	1.1486
No log	2.0	162	1.3638	0.3097	1.3638	1.1678
No log	2.0247	164	1.0371	0.3898	1.0371	1.0184
No log	2.0494	166	0.7174	0.4719	0.7174	0.8470
No log	2.0741	168	0.6898	0.4898	0.6898	0.8305
No log	2.0988	170	0.7591	0.4309	0.7591	0.8713
No log	2.1235	172	1.0267	0.3931	1.0267	1.0133
No log	2.1481	174	1.1225	0.3860	1.1225	1.0595
No log	2.1728	176	1.1533	0.3563	1.1533	1.0739
No log	2.1975	178	0.9671	0.3954	0.9671	0.9834
No log	2.2222	180	0.9519	0.3931	0.9519	0.9756
No log	2.2469	182	0.7786	0.4552	0.7786	0.8824
No log	2.2716	184	0.7067	0.4638	0.7067	0.8407
No log	2.2963	186	0.7306	0.5068	0.7306	0.8548
No log	2.3210	188	0.7799	0.4779	0.7799	0.8831
No log	2.3457	190	0.7211	0.4663	0.7211	0.8491
No log	2.3704	192	0.7342	0.4782	0.7342	0.8569
No log	2.3951	194	0.7316	0.5095	0.7316	0.8554
No log	2.4198	196	0.7324	0.4983	0.7324	0.8558
No log	2.4444	198	0.7182	0.5321	0.7182	0.8475
No log	2.4691	200	0.6920	0.5053	0.6920	0.8319
No log	2.4938	202	0.7315	0.4734	0.7315	0.8553
No log	2.5185	204	0.8460	0.4387	0.8460	0.9198
No log	2.5432	206	0.7671	0.4524	0.7671	0.8759
No log	2.5679	208	0.6264	0.4835	0.6264	0.7914
No log	2.5926	210	0.6304	0.5037	0.6304	0.7940
No log	2.6173	212	0.6365	0.4725	0.6365	0.7978
No log	2.6420	214	0.6253	0.5155	0.6253	0.7908
No log	2.6667	216	0.7177	0.5310	0.7177	0.8471
No log	2.6914	218	0.7089	0.5232	0.7089	0.8420
No log	2.7160	220	0.6396	0.5169	0.6396	0.7998
No log	2.7407	222	0.6375	0.5067	0.6375	0.7984
No log	2.7654	224	0.6387	0.5078	0.6387	0.7992
No log	2.7901	226	0.6742	0.5179	0.6742	0.8211
No log	2.8148	228	0.7578	0.5123	0.7578	0.8705
No log	2.8395	230	0.6945	0.5261	0.6945	0.8333
No log	2.8642	232	0.6291	0.5211	0.6291	0.7932
No log	2.8889	234	0.6367	0.5105	0.6367	0.7979
No log	2.9136	236	0.6269	0.5483	0.6269	0.7918
No log	2.9383	238	0.6533	0.4738	0.6533	0.8083
No log	2.9630	240	0.7692	0.4631	0.7692	0.8770
No log	2.9877	242	0.8018	0.4648	0.8018	0.8954
No log	3.0123	244	0.7335	0.4926	0.7335	0.8565
No log	3.0370	246	0.6594	0.5	0.6594	0.8120
No log	3.0617	248	0.6571	0.4944	0.6571	0.8106
No log	3.0864	250	0.6464	0.4773	0.6464	0.8040
No log	3.1111	252	0.6568	0.4669	0.6568	0.8104
No log	3.1358	254	0.6760	0.4434	0.6760	0.8222
No log	3.1605	256	0.6445	0.5026	0.6445	0.8028
No log	3.1852	258	0.6199	0.4816	0.6199	0.7873
No log	3.2099	260	0.6433	0.5051	0.6433	0.8021
No log	3.2346	262	0.6211	0.4685	0.6211	0.7881
No log	3.2593	264	0.6654	0.4517	0.6654	0.8157
No log	3.2840	266	0.6834	0.4359	0.6834	0.8267
No log	3.3086	268	0.6698	0.4640	0.6698	0.8184
No log	3.3333	270	0.6833	0.4817	0.6833	0.8266
No log	3.3580	272	0.7168	0.4725	0.7168	0.8467
No log	3.3827	274	0.7625	0.4909	0.7625	0.8732
No log	3.4074	276	0.8105	0.4511	0.8105	0.9003
No log	3.4321	278	0.7917	0.4453	0.7917	0.8898
No log	3.4568	280	0.6870	0.5006	0.6870	0.8289
No log	3.4815	282	0.6061	0.4554	0.6061	0.7785
No log	3.5062	284	0.6058	0.4702	0.6058	0.7783
No log	3.5309	286	0.6258	0.4411	0.6258	0.7911
No log	3.5556	288	0.6985	0.4791	0.6985	0.8358
No log	3.5802	290	0.7390	0.4819	0.7390	0.8596
No log	3.6049	292	0.7377	0.4136	0.7377	0.8589
No log	3.6296	294	0.7295	0.4078	0.7295	0.8541
No log	3.6543	296	0.6942	0.4079	0.6942	0.8332
No log	3.6790	298	0.6619	0.4337	0.6619	0.8136
No log	3.7037	300	0.6528	0.4603	0.6528	0.8079
No log	3.7284	302	0.6332	0.4464	0.6332	0.7957
No log	3.7531	304	0.6281	0.4112	0.6281	0.7926
No log	3.7778	306	0.6390	0.4344	0.6390	0.7994
No log	3.8025	308	0.7298	0.3943	0.7298	0.8543
No log	3.8272	310	0.7857	0.3991	0.7857	0.8864
No log	3.8519	312	0.8106	0.4316	0.8106	0.9003
No log	3.8765	314	0.7312	0.4470	0.7312	0.8551
No log	3.9012	316	0.6958	0.4219	0.6958	0.8341
No log	3.9259	318	0.7127	0.4919	0.7127	0.8442
No log	3.9506	320	0.7130	0.4979	0.7130	0.8444
No log	3.9753	322	0.6790	0.4161	0.6790	0.8240
No log	4.0	324	0.6838	0.4426	0.6838	0.8269
No log	4.0247	326	0.7844	0.4653	0.7844	0.8856
No log	4.0494	328	0.7840	0.4959	0.7840	0.8854
No log	4.0741	330	0.6816	0.4159	0.6816	0.8256
No log	4.0988	332	0.6258	0.4711	0.6258	0.7911
No log	4.1235	334	0.6459	0.4915	0.6459	0.8037
No log	4.1481	336	0.6246	0.4639	0.6246	0.7903
No log	4.1728	338	0.6081	0.4374	0.6081	0.7798
No log	4.1975	340	0.7159	0.4340	0.7159	0.8461
No log	4.2222	342	0.8838	0.3885	0.8838	0.9401
No log	4.2469	344	0.8717	0.4051	0.8717	0.9337
No log	4.2716	346	0.8039	0.4219	0.8039	0.8966
No log	4.2963	348	0.7488	0.4803	0.7488	0.8653
No log	4.3210	350	0.7596	0.4903	0.7596	0.8716
No log	4.3457	352	0.7838	0.4671	0.7838	0.8853
No log	4.3704	354	0.8657	0.4688	0.8657	0.9304
No log	4.3951	356	0.9546	0.3720	0.9546	0.9770
No log	4.4198	358	0.9451	0.3672	0.9451	0.9722
No log	4.4444	360	0.8291	0.4793	0.8291	0.9105
No log	4.4691	362	0.7286	0.4937	0.7286	0.8536
No log	4.4938	364	0.6902	0.4653	0.6902	0.8308
No log	4.5185	366	0.6579	0.4920	0.6579	0.8111
No log	4.5432	368	0.6409	0.4679	0.6409	0.8005
No log	4.5679	370	0.6507	0.4546	0.6507	0.8067
No log	4.5926	372	0.6656	0.4936	0.6656	0.8159
No log	4.6173	374	0.6898	0.4721	0.6898	0.8305
No log	4.6420	376	0.6939	0.4360	0.6939	0.8330
No log	4.6667	378	0.6585	0.4689	0.6585	0.8115
No log	4.6914	380	0.6224	0.4887	0.6224	0.7889
No log	4.7160	382	0.6549	0.4864	0.6549	0.8092
No log	4.7407	384	0.6691	0.4925	0.6691	0.8180
No log	4.7654	386	0.6692	0.4840	0.6692	0.8180
No log	4.7901	388	0.7087	0.5	0.7087	0.8419
No log	4.8148	390	0.8201	0.4481	0.8201	0.9056
No log	4.8395	392	0.9093	0.3880	0.9093	0.9536
No log	4.8642	394	0.8463	0.3914	0.8463	0.9200
No log	4.8889	396	0.6998	0.4776	0.6998	0.8365
No log	4.9136	398	0.6136	0.5111	0.6136	0.7834
No log	4.9383	400	0.5995	0.5629	0.5995	0.7743
No log	4.9630	402	0.5870	0.5562	0.5870	0.7661
No log	4.9877	404	0.5853	0.4646	0.5853	0.7650
No log	5.0123	406	0.6245	0.4852	0.6245	0.7902
No log	5.0370	408	0.6416	0.4797	0.6416	0.8010
No log	5.0617	410	0.6228	0.4662	0.6228	0.7892
No log	5.0864	412	0.6325	0.5336	0.6325	0.7953
No log	5.1111	414	0.6447	0.5314	0.6447	0.8029
No log	5.1358	416	0.6358	0.5063	0.6358	0.7974
No log	5.1605	418	0.6538	0.4833	0.6538	0.8086
No log	5.1852	420	0.6927	0.4481	0.6927	0.8323
No log	5.2099	422	0.6739	0.4435	0.6739	0.8209
No log	5.2346	424	0.6513	0.5035	0.6513	0.8070
No log	5.2593	426	0.6259	0.4948	0.6259	0.7911
No log	5.2840	428	0.6179	0.5129	0.6179	0.7861
No log	5.3086	430	0.6182	0.4879	0.6182	0.7862
No log	5.3333	432	0.6313	0.4759	0.6313	0.7945
No log	5.3580	434	0.6329	0.4773	0.6329	0.7956
No log	5.3827	436	0.6325	0.5239	0.6325	0.7953
No log	5.4074	438	0.6234	0.5273	0.6234	0.7896
No log	5.4321	440	0.6104	0.5145	0.6104	0.7812
No log	5.4568	442	0.6021	0.5092	0.6021	0.7760
No log	5.4815	444	0.6226	0.5079	0.6226	0.7891
No log	5.5062	446	0.6423	0.5170	0.6423	0.8015
No log	5.5309	448	0.6126	0.5172	0.6126	0.7827
No log	5.5556	450	0.6095	0.5214	0.6095	0.7807
No log	5.5802	452	0.5954	0.5205	0.5954	0.7716
No log	5.6049	454	0.6035	0.5205	0.6035	0.7769
No log	5.6296	456	0.6104	0.5388	0.6104	0.7813
No log	5.6543	458	0.6032	0.5420	0.6032	0.7766
No log	5.6790	460	0.5844	0.4967	0.5844	0.7644
No log	5.7037	462	0.5794	0.5157	0.5794	0.7612
No log	5.7284	464	0.6016	0.5644	0.6016	0.7757
No log	5.7531	466	0.6217	0.5025	0.6217	0.7885
No log	5.7778	468	0.6128	0.5549	0.6128	0.7828
No log	5.8025	470	0.6072	0.5227	0.6072	0.7792
No log	5.8272	472	0.6405	0.5147	0.6405	0.8003
No log	5.8519	474	0.6413	0.5003	0.6413	0.8008
No log	5.8765	476	0.6046	0.5366	0.6046	0.7775
No log	5.9012	478	0.5913	0.5283	0.5913	0.7689
No log	5.9259	480	0.6146	0.5368	0.6146	0.7840
No log	5.9506	482	0.6183	0.5239	0.6183	0.7863
No log	5.9753	484	0.6082	0.5451	0.6082	0.7799
No log	6.0	486	0.6353	0.5075	0.6353	0.7970
No log	6.0247	488	0.6717	0.5131	0.6717	0.8196
No log	6.0494	490	0.6770	0.5048	0.6770	0.8228
No log	6.0741	492	0.6604	0.5273	0.6604	0.8126
No log	6.0988	494	0.6635	0.5445	0.6635	0.8146
No log	6.1235	496	0.6757	0.5273	0.6757	0.8220
No log	6.1481	498	0.6698	0.5273	0.6698	0.8184
0.4419	6.1728	500	0.6644	0.5072	0.6644	0.8151
0.4419	6.1975	502	0.6630	0.5062	0.6630	0.8142
0.4419	6.2222	504	0.6663	0.5062	0.6663	0.8163
0.4419	6.2469	506	0.6555	0.5287	0.6555	0.8096
0.4419	6.2716	508	0.6637	0.5287	0.6637	0.8147
0.4419	6.2963	510	0.6781	0.5136	0.6781	0.8235
0.4419	6.3210	512	0.6821	0.5024	0.6821	0.8259
0.4419	6.3457	514	0.6750	0.4900	0.6750	0.8216
0.4419	6.3704	516	0.6576	0.4962	0.6576	0.8110
0.4419	6.3951	518	0.6352	0.5156	0.6352	0.7970
0.4419	6.4198	520	0.6307	0.5314	0.6307	0.7941
0.4419	6.4444	522	0.6301	0.5501	0.6301	0.7938
0.4419	6.4691	524	0.6326	0.5484	0.6326	0.7954
0.4419	6.4938	526	0.6329	0.5484	0.6329	0.7955
0.4419	6.5185	528	0.6397	0.5212	0.6397	0.7998
0.4419	6.5432	530	0.6430	0.5152	0.6430	0.8019
0.4419	6.5679	532	0.6270	0.5279	0.6270	0.7918
0.4419	6.5926	534	0.6165	0.4702	0.6165	0.7852
0.4419	6.6173	536	0.6207	0.5125	0.6207	0.7878
0.4419	6.6420	538	0.6360	0.5279	0.6360	0.7975
0.4419	6.6667	540	0.6566	0.5055	0.6566	0.8103
0.4419	6.6914	542	0.6671	0.4919	0.6671	0.8168
0.4419	6.7160	544	0.6641	0.4810	0.6641	0.8150
0.4419	6.7407	546	0.6511	0.5173	0.6511	0.8069
0.4419	6.7654	548	0.6463	0.5	0.6463	0.8039
0.4419	6.7901	550	0.6450	0.4766	0.6450	0.8031
0.4419	6.8148	552	0.6324	0.4918	0.6324	0.7952
0.4419	6.8395	554	0.6256	0.5257	0.6256	0.7909
0.4419	6.8642	556	0.6330	0.4905	0.6330	0.7956
0.4419	6.8889	558	0.6531	0.5033	0.6531	0.8082
0.4419	6.9136	560	0.6637	0.5360	0.6637	0.8147
0.4419	6.9383	562	0.6596	0.5416	0.6596	0.8122
0.4419	6.9630	564	0.6581	0.5297	0.6581	0.8112
0.4419	6.9877	566	0.6614	0.5217	0.6614	0.8133
0.4419	7.0123	568	0.6681	0.4763	0.6681	0.8174
0.4419	7.0370	570	0.6719	0.5444	0.6719	0.8197
0.4419	7.0617	572	0.6766	0.5363	0.6766	0.8225
0.4419	7.0864	574	0.6938	0.5346	0.6938	0.8329
0.4419	7.1111	576	0.6920	0.5422	0.6920	0.8319
0.4419	7.1358	578	0.6764	0.5437	0.6764	0.8224
0.4419	7.1605	580	0.6661	0.5444	0.6661	0.8161
0.4419	7.1852	582	0.6541	0.5442	0.6541	0.8088
0.4419	7.2099	584	0.6476	0.5442	0.6476	0.8047
0.4419	7.2346	586	0.6469	0.5475	0.6469	0.8043
0.4419	7.2593	588	0.6469	0.5182	0.6469	0.8043
0.4419	7.2840	590	0.6579	0.5290	0.6579	0.8111
0.4419	7.3086	592	0.6789	0.5351	0.6789	0.8240
0.4419	7.3333	594	0.6762	0.5146	0.6762	0.8223
0.4419	7.3580	596	0.6625	0.5182	0.6625	0.8139
0.4419	7.3827	598	0.6504	0.5119	0.6504	0.8065
0.4419	7.4074	600	0.6544	0.4840	0.6544	0.8090
0.4419	7.4321	602	0.6546	0.4840	0.6546	0.8091
0.4419	7.4568	604	0.6477	0.4663	0.6477	0.8048
0.4419	7.4815	606	0.6508	0.5064	0.6508	0.8067
0.4419	7.5062	608	0.6661	0.4854	0.6661	0.8161
0.4419	7.5309	610	0.6803	0.4985	0.6803	0.8248
0.4419	7.5556	612	0.6706	0.5027	0.6706	0.8189
0.4419	7.5802	614	0.6671	0.5027	0.6671	0.8168
0.4419	7.6049	616	0.6637	0.5027	0.6637	0.8147
0.4419	7.6296	618	0.6530	0.5009	0.6530	0.8081
0.4419	7.6543	620	0.6371	0.5045	0.6371	0.7982
0.4419	7.6790	622	0.6338	0.5049	0.6338	0.7961
0.4419	7.7037	624	0.6322	0.5137	0.6322	0.7951
0.4419	7.7284	626	0.6395	0.4956	0.6395	0.7997
0.4419	7.7531	628	0.6501	0.5019	0.6501	0.8063
0.4419	7.7778	630	0.6693	0.5019	0.6693	0.8181
0.4419	7.8025	632	0.6829	0.4724	0.6829	0.8264
0.4419	7.8272	634	0.6817	0.4836	0.6817	0.8257
0.4419	7.8519	636	0.6822	0.4807	0.6822	0.8260
0.4419	7.8765	638	0.6820	0.4779	0.6820	0.8258
0.4419	7.9012	640	0.6789	0.5006	0.6789	0.8239
0.4419	7.9259	642	0.6686	0.5301	0.6686	0.8177
0.4419	7.9506	644	0.6619	0.5301	0.6619	0.8136
0.4419	7.9753	646	0.6543	0.5183	0.6543	0.8089
0.4419	8.0	648	0.6499	0.5106	0.6499	0.8062
0.4419	8.0247	650	0.6390	0.5261	0.6390	0.7994
0.4419	8.0494	652	0.6214	0.5255	0.6214	0.7883
0.4419	8.0741	654	0.6038	0.4942	0.6038	0.7771
0.4419	8.0988	656	0.5995	0.5339	0.5995	0.7743
0.4419	8.1235	658	0.6040	0.5252	0.6040	0.7772
0.4419	8.1481	660	0.6097	0.5252	0.6097	0.7808
0.4419	8.1728	662	0.6075	0.5339	0.6075	0.7794
0.4419	8.1975	664	0.6042	0.5339	0.6042	0.7773
0.4419	8.2222	666	0.6081	0.5420	0.6081	0.7798
0.4419	8.2469	668	0.6136	0.5022	0.6136	0.7833
0.4419	8.2716	670	0.6182	0.5061	0.6182	0.7863
0.4419	8.2963	672	0.6233	0.4865	0.6233	0.7895
0.4419	8.3210	674	0.6224	0.5061	0.6224	0.7889
0.4419	8.3457	676	0.6203	0.5061	0.6203	0.7876
0.4419	8.3704	678	0.6177	0.5022	0.6177	0.7860
0.4419	8.3951	680	0.6183	0.5085	0.6183	0.7863
0.4419	8.4198	682	0.6235	0.5420	0.6235	0.7896
0.4419	8.4444	684	0.6326	0.5181	0.6326	0.7954
0.4419	8.4691	686	0.6421	0.5181	0.6421	0.8013
0.4419	8.4938	688	0.6485	0.4886	0.6485	0.8053
0.4419	8.5185	690	0.6545	0.4805	0.6545	0.8090
0.4419	8.5432	692	0.6575	0.4724	0.6575	0.8109
0.4419	8.5679	694	0.6513	0.4724	0.6513	0.8070
0.4419	8.5926	696	0.6410	0.4805	0.6410	0.8006
0.4419	8.6173	698	0.6334	0.5275	0.6334	0.7958
0.4419	8.6420	700	0.6310	0.5211	0.6310	0.7943
0.4419	8.6667	702	0.6302	0.5211	0.6302	0.7939
0.4419	8.6914	704	0.6293	0.5022	0.6293	0.7933
0.4419	8.7160	706	0.6277	0.5022	0.6277	0.7923
0.4419	8.7407	708	0.6238	0.5085	0.6238	0.7898
0.4419	8.7654	710	0.6210	0.5148	0.6210	0.7881
0.4419	8.7901	712	0.6210	0.5356	0.6210	0.7880
0.4419	8.8148	714	0.6224	0.5356	0.6224	0.7889
0.4419	8.8395	716	0.6238	0.5356	0.6238	0.7898
0.4419	8.8642	718	0.6249	0.5148	0.6249	0.7905
0.4419	8.8889	720	0.6253	0.5085	0.6253	0.7907
0.4419	8.9136	722	0.6268	0.5148	0.6268	0.7917
0.4419	8.9383	724	0.6283	0.5148	0.6283	0.7927
0.4419	8.9630	726	0.6270	0.5085	0.6270	0.7919
0.4419	8.9877	728	0.6234	0.5148	0.6234	0.7895
0.4419	9.0123	730	0.6208	0.5148	0.6208	0.7879
0.4419	9.0370	732	0.6170	0.5148	0.6170	0.7855
0.4419	9.0617	734	0.6168	0.5356	0.6168	0.7854
0.4419	9.0864	736	0.6188	0.5356	0.6188	0.7866
0.4419	9.1111	738	0.6231	0.5356	0.6231	0.7894
0.4419	9.1358	740	0.6286	0.5199	0.6286	0.7929
0.4419	9.1605	742	0.6339	0.5199	0.6339	0.7962
0.4419	9.1852	744	0.6373	0.5199	0.6373	0.7983
0.4419	9.2099	746	0.6392	0.5199	0.6392	0.7995
0.4419	9.2346	748	0.6413	0.5199	0.6413	0.8008
0.4419	9.2593	750	0.6441	0.5199	0.6441	0.8026
0.4419	9.2840	752	0.6437	0.5199	0.6437	0.8023
0.4419	9.3086	754	0.6413	0.5119	0.6413	0.8008
0.4419	9.3333	756	0.6353	0.5119	0.6353	0.7971
0.4419	9.3580	758	0.6294	0.5119	0.6294	0.7933
0.4419	9.3827	760	0.6248	0.5199	0.6248	0.7904
0.4419	9.4074	762	0.6199	0.5199	0.6199	0.7874
0.4419	9.4321	764	0.6167	0.5199	0.6167	0.7853
0.4419	9.4568	766	0.6127	0.5356	0.6127	0.7828
0.4419	9.4815	768	0.6085	0.5356	0.6085	0.7801
0.4419	9.5062	770	0.6052	0.5356	0.6052	0.7779
0.4419	9.5309	772	0.6019	0.5518	0.6019	0.7758
0.4419	9.5556	774	0.5992	0.5518	0.5992	0.7741
0.4419	9.5802	776	0.5962	0.5518	0.5962	0.7721
0.4419	9.6049	778	0.5941	0.5518	0.5941	0.7708
0.4419	9.6296	780	0.5924	0.5518	0.5924	0.7697
0.4419	9.6543	782	0.5910	0.5518	0.5910	0.7687
0.4419	9.6790	784	0.5892	0.5518	0.5892	0.7676
0.4419	9.7037	786	0.5885	0.5518	0.5885	0.7671
0.4419	9.7284	788	0.5889	0.5518	0.5889	0.7674
0.4419	9.7531	790	0.5894	0.5518	0.5894	0.7677
0.4419	9.7778	792	0.5897	0.5518	0.5897	0.7680
0.4419	9.8025	794	0.5903	0.5518	0.5903	0.7683
0.4419	9.8272	796	0.5908	0.5518	0.5908	0.7686
0.4419	9.8519	798	0.5913	0.5518	0.5913	0.7690
0.4419	9.8765	800	0.5918	0.5518	0.5918	0.7693
0.4419	9.9012	802	0.5923	0.5518	0.5923	0.7696
0.4419	9.9259	804	0.5928	0.5518	0.5928	0.7699
0.4419	9.9506	806	0.5932	0.5518	0.5932	0.7702
0.4419	9.9753	808	0.5934	0.5518	0.5934	0.7703
0.4419	10.0	810	0.5935	0.5518	0.5935	0.7704

Framework versions

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