ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_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: 0.6304
• Qwk: 0.4946
• Mse: 0.6304
• Rmse: 0.7939

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	0.0244	2	4.1988	-0.0226	4.1988	2.0491
No log	0.0488	4	2.4583	-0.0170	2.4583	1.5679
No log	0.0732	6	1.5528	-0.0066	1.5528	1.2461
No log	0.0976	8	0.9527	0.0901	0.9527	0.9761
No log	0.1220	10	0.8511	0.0861	0.8511	0.9225
No log	0.1463	12	0.8956	0.0717	0.8956	0.9464
No log	0.1707	14	0.8245	0.2298	0.8245	0.9080
No log	0.1951	16	0.8234	0.2910	0.8234	0.9074
No log	0.2195	18	0.7998	0.3328	0.7998	0.8943
No log	0.2439	20	0.8071	0.3405	0.8071	0.8984
No log	0.2683	22	0.7410	0.3097	0.7410	0.8608
No log	0.2927	24	0.7833	0.3371	0.7833	0.8850
No log	0.3171	26	1.0264	0.2461	1.0264	1.0131
No log	0.3415	28	0.8926	0.3496	0.8926	0.9448
No log	0.3659	30	0.8298	0.3636	0.8298	0.9109
No log	0.3902	32	0.8598	0.3341	0.8598	0.9272
No log	0.4146	34	0.8340	0.3309	0.8340	0.9133
No log	0.4390	36	0.6681	0.3434	0.6681	0.8174
No log	0.4634	38	0.6569	0.3867	0.6569	0.8105
No log	0.4878	40	0.6620	0.3368	0.6620	0.8136
No log	0.5122	42	0.7349	0.3314	0.7349	0.8573
No log	0.5366	44	0.8642	0.3644	0.8642	0.9296
No log	0.5610	46	0.7846	0.4373	0.7846	0.8858
No log	0.5854	48	0.6664	0.4465	0.6664	0.8163
No log	0.6098	50	0.6518	0.4276	0.6518	0.8074
No log	0.6341	52	0.7186	0.4111	0.7186	0.8477
No log	0.6585	54	0.6334	0.4345	0.6334	0.7958
No log	0.6829	56	0.6259	0.4169	0.6259	0.7911
No log	0.7073	58	0.7072	0.4648	0.7072	0.8409
No log	0.7317	60	0.7811	0.4728	0.7811	0.8838
No log	0.7561	62	0.9595	0.4205	0.9595	0.9795
No log	0.7805	64	0.8947	0.4312	0.8947	0.9459
No log	0.8049	66	0.7169	0.4097	0.7169	0.8467
No log	0.8293	68	0.6393	0.3885	0.6393	0.7996
No log	0.8537	70	0.6211	0.4248	0.6211	0.7881
No log	0.8780	72	0.6283	0.3876	0.6283	0.7926
No log	0.9024	74	0.6280	0.4208	0.6280	0.7925
No log	0.9268	76	0.6373	0.4071	0.6373	0.7983
No log	0.9512	78	0.6502	0.4257	0.6502	0.8064
No log	0.9756	80	0.6989	0.4529	0.6989	0.8360
No log	1.0	82	0.9160	0.3883	0.9160	0.9571
No log	1.0244	84	0.7594	0.4133	0.7594	0.8714
No log	1.0488	86	0.7558	0.4247	0.7558	0.8694
No log	1.0732	88	0.9368	0.3491	0.9368	0.9679
No log	1.0976	90	0.7778	0.4534	0.7778	0.8819
No log	1.1220	92	0.7521	0.4463	0.7521	0.8673
No log	1.1463	94	0.9543	0.3054	0.9543	0.9769
No log	1.1707	96	0.9337	0.3606	0.9337	0.9663
No log	1.1951	98	0.8243	0.4047	0.8243	0.9079
No log	1.2195	100	0.6851	0.4174	0.6851	0.8277
No log	1.2439	102	0.6856	0.4352	0.6856	0.8280
No log	1.2683	104	0.8955	0.4305	0.8955	0.9463
No log	1.2927	106	1.4550	0.2317	1.4550	1.2063
No log	1.3171	108	1.3778	0.2474	1.3778	1.1738
No log	1.3415	110	0.8559	0.4373	0.8559	0.9251
No log	1.3659	112	0.6750	0.5306	0.6750	0.8216
No log	1.3902	114	0.6942	0.4670	0.6942	0.8332
No log	1.4146	116	0.6644	0.4726	0.6644	0.8151
No log	1.4390	118	0.6956	0.4472	0.6956	0.8340
No log	1.4634	120	0.7853	0.3985	0.7853	0.8862
No log	1.4878	122	0.6885	0.3633	0.6885	0.8297
No log	1.5122	124	0.6952	0.4238	0.6952	0.8338
No log	1.5366	126	0.7233	0.4012	0.7233	0.8504
No log	1.5610	128	0.6684	0.4254	0.6684	0.8175
No log	1.5854	130	0.7860	0.4134	0.7860	0.8866
No log	1.6098	132	0.9362	0.4258	0.9362	0.9676
No log	1.6341	134	0.7945	0.3802	0.7945	0.8913
No log	1.6585	136	0.7144	0.3964	0.7144	0.8452
No log	1.6829	138	0.7833	0.3853	0.7833	0.8851
No log	1.7073	140	0.8414	0.3490	0.8414	0.9173
No log	1.7317	142	0.8891	0.3715	0.8891	0.9429
No log	1.7561	144	0.7659	0.4326	0.7659	0.8752
No log	1.7805	146	0.7761	0.4377	0.7761	0.8810
No log	1.8049	148	0.7505	0.5156	0.7505	0.8663
No log	1.8293	150	0.7903	0.4444	0.7903	0.8890
No log	1.8537	152	0.8108	0.4198	0.8108	0.9005
No log	1.8780	154	0.7050	0.3966	0.7050	0.8396
No log	1.9024	156	0.8702	0.4805	0.8702	0.9329
No log	1.9268	158	1.1262	0.3587	1.1262	1.0612
No log	1.9512	160	1.0400	0.3675	1.0400	1.0198
No log	1.9756	162	0.7329	0.4102	0.7329	0.8561
No log	2.0	164	0.6643	0.4318	0.6643	0.8151
No log	2.0244	166	0.6744	0.4626	0.6744	0.8212
No log	2.0488	168	0.7160	0.4784	0.7160	0.8462
No log	2.0732	170	0.7847	0.4474	0.7847	0.8858
No log	2.0976	172	0.7162	0.4536	0.7162	0.8463
No log	2.1220	174	0.6853	0.4585	0.6853	0.8278
No log	2.1463	176	0.7136	0.4602	0.7136	0.8448
No log	2.1707	178	0.6861	0.4411	0.6861	0.8283
No log	2.1951	180	0.7628	0.4116	0.7628	0.8734
No log	2.2195	182	0.7405	0.4230	0.7405	0.8605
No log	2.2439	184	0.6953	0.4477	0.6953	0.8339
No log	2.2683	186	0.7042	0.3619	0.7042	0.8392
No log	2.2927	188	0.6891	0.4587	0.6891	0.8301
No log	2.3171	190	0.7620	0.4892	0.7620	0.8729
No log	2.3415	192	1.0014	0.4079	1.0014	1.0007
No log	2.3659	194	0.9633	0.4259	0.9633	0.9815
No log	2.3902	196	0.7198	0.4834	0.7198	0.8484
No log	2.4146	198	0.6567	0.4313	0.6567	0.8104
No log	2.4390	200	0.6372	0.4017	0.6372	0.7983
No log	2.4634	202	0.6169	0.4864	0.6169	0.7854
No log	2.4878	204	0.6269	0.3490	0.6269	0.7918
No log	2.5122	206	0.7587	0.4297	0.7587	0.8710
No log	2.5366	208	0.8761	0.4031	0.8761	0.9360
No log	2.5610	210	0.8477	0.3999	0.8477	0.9207
No log	2.5854	212	0.7117	0.4249	0.7117	0.8436
No log	2.6098	214	0.7034	0.4620	0.7034	0.8387
No log	2.6341	216	0.7209	0.4683	0.7209	0.8490
No log	2.6585	218	0.8166	0.4966	0.8166	0.9036
No log	2.6829	220	0.8612	0.4618	0.8612	0.9280
No log	2.7073	222	0.7367	0.4725	0.7367	0.8583
No log	2.7317	224	0.6801	0.4612	0.6801	0.8247
No log	2.7561	226	0.7016	0.4588	0.7016	0.8376
No log	2.7805	228	0.6533	0.4291	0.6533	0.8082
No log	2.8049	230	0.6914	0.4255	0.6914	0.8315
No log	2.8293	232	0.7571	0.4346	0.7571	0.8701
No log	2.8537	234	0.6957	0.3812	0.6957	0.8341
No log	2.8780	236	0.6771	0.4008	0.6771	0.8229
No log	2.9024	238	0.6351	0.4185	0.6351	0.7969
No log	2.9268	240	0.6777	0.3841	0.6777	0.8232
No log	2.9512	242	0.6905	0.4192	0.6905	0.8310
No log	2.9756	244	0.6502	0.4952	0.6502	0.8063
No log	3.0	246	0.6514	0.5310	0.6514	0.8071
No log	3.0244	248	0.6706	0.4974	0.6706	0.8189
No log	3.0488	250	0.6641	0.4948	0.6641	0.8149
No log	3.0732	252	0.8118	0.4489	0.8118	0.9010
No log	3.0976	254	0.8861	0.4132	0.8861	0.9413
No log	3.1220	256	0.6977	0.4641	0.6977	0.8353
No log	3.1463	258	0.6463	0.5116	0.6463	0.8039
No log	3.1707	260	0.6370	0.4794	0.6370	0.7981
No log	3.1951	262	0.6396	0.4770	0.6396	0.7998
No log	3.2195	264	0.7102	0.4105	0.7102	0.8427
No log	3.2439	266	0.7275	0.4105	0.7275	0.8530
No log	3.2683	268	0.6457	0.5073	0.6457	0.8035
No log	3.2927	270	0.6430	0.4896	0.6430	0.8019
No log	3.3171	272	0.6380	0.4393	0.6380	0.7988
No log	3.3415	274	0.6860	0.4775	0.6860	0.8282
No log	3.3659	276	0.6921	0.4775	0.6921	0.8319
No log	3.3902	278	0.6503	0.4428	0.6503	0.8064
No log	3.4146	280	0.6506	0.4986	0.6506	0.8066
No log	3.4390	282	0.6433	0.5025	0.6433	0.8020
No log	3.4634	284	0.6540	0.4687	0.6540	0.8087
No log	3.4878	286	0.6346	0.4443	0.6346	0.7966
No log	3.5122	288	0.6435	0.4068	0.6435	0.8022
No log	3.5366	290	0.6894	0.3968	0.6894	0.8303
No log	3.5610	292	0.6506	0.3879	0.6506	0.8066
No log	3.5854	294	0.6121	0.5026	0.6121	0.7824
No log	3.6098	296	0.6353	0.4608	0.6353	0.7971
No log	3.6341	298	0.6453	0.4908	0.6453	0.8033
No log	3.6585	300	0.6444	0.4783	0.6444	0.8027
No log	3.6829	302	0.6258	0.4536	0.6258	0.7911
No log	3.7073	304	0.6240	0.4185	0.6240	0.7899
No log	3.7317	306	0.6189	0.4507	0.6189	0.7867
No log	3.7561	308	0.6800	0.4647	0.6800	0.8246
No log	3.7805	310	0.6545	0.4735	0.6545	0.8090
No log	3.8049	312	0.6633	0.4376	0.6633	0.8144
No log	3.8293	314	0.7205	0.4241	0.7205	0.8488
No log	3.8537	316	0.6976	0.4621	0.6976	0.8352
No log	3.8780	318	0.6537	0.4498	0.6537	0.8085
No log	3.9024	320	0.6549	0.4869	0.6549	0.8093
No log	3.9268	322	0.6608	0.4770	0.6608	0.8129
No log	3.9512	324	0.6654	0.5179	0.6654	0.8157
No log	3.9756	326	0.6546	0.4788	0.6546	0.8091
No log	4.0	328	0.6437	0.4605	0.6437	0.8023
No log	4.0244	330	0.6318	0.4129	0.6318	0.7949
No log	4.0488	332	0.6449	0.4723	0.6449	0.8031
No log	4.0732	334	0.6506	0.4712	0.6506	0.8066
No log	4.0976	336	0.6843	0.4515	0.6843	0.8272
No log	4.1220	338	0.7591	0.4432	0.7591	0.8713
No log	4.1463	340	0.7099	0.4464	0.7099	0.8425
No log	4.1707	342	0.6762	0.4951	0.6762	0.8223
No log	4.1951	344	0.6876	0.4886	0.6876	0.8292
No log	4.2195	346	0.6752	0.4617	0.6752	0.8217
No log	4.2439	348	0.6393	0.4196	0.6393	0.7995
No log	4.2683	350	0.6549	0.3916	0.6549	0.8093
No log	4.2927	352	0.6326	0.4059	0.6326	0.7954
No log	4.3171	354	0.6258	0.4506	0.6258	0.7911
No log	4.3415	356	0.6499	0.4185	0.6499	0.8062
No log	4.3659	358	0.6953	0.4089	0.6953	0.8339
No log	4.3902	360	0.6697	0.4413	0.6697	0.8184
No log	4.4146	362	0.6904	0.4371	0.6904	0.8309
No log	4.4390	364	0.7280	0.4291	0.7280	0.8532
No log	4.4634	366	0.6880	0.4490	0.6880	0.8295
No log	4.4878	368	0.6849	0.4051	0.6849	0.8276
No log	4.5122	370	0.6672	0.4559	0.6672	0.8168
No log	4.5366	372	0.6985	0.4859	0.6985	0.8357
No log	4.5610	374	0.6985	0.4827	0.6985	0.8358
No log	4.5854	376	0.6696	0.4767	0.6696	0.8183
No log	4.6098	378	0.6617	0.4299	0.6617	0.8135
No log	4.6341	380	0.6927	0.3488	0.6927	0.8323
No log	4.6585	382	0.6800	0.3699	0.6800	0.8246
No log	4.6829	384	0.6681	0.4465	0.6681	0.8174
No log	4.7073	386	0.6751	0.4752	0.6751	0.8217
No log	4.7317	388	0.7107	0.3380	0.7107	0.8430
No log	4.7561	390	0.7414	0.3780	0.7414	0.8610
No log	4.7805	392	0.7005	0.4296	0.7005	0.8369
No log	4.8049	394	0.7289	0.3979	0.7289	0.8537
No log	4.8293	396	0.7095	0.3921	0.7095	0.8423
No log	4.8537	398	0.6769	0.4161	0.6769	0.8227
No log	4.8780	400	0.6754	0.3876	0.6754	0.8219
No log	4.9024	402	0.6808	0.4080	0.6808	0.8251
No log	4.9268	404	0.7297	0.3969	0.7297	0.8542
No log	4.9512	406	0.7682	0.4010	0.7682	0.8765
No log	4.9756	408	0.7071	0.3964	0.7071	0.8409
No log	5.0	410	0.6750	0.3949	0.6750	0.8216
No log	5.0244	412	0.6554	0.4490	0.6554	0.8095
No log	5.0488	414	0.6539	0.4321	0.6539	0.8086
No log	5.0732	416	0.6276	0.4246	0.6276	0.7922
No log	5.0976	418	0.6398	0.3974	0.6398	0.7999
No log	5.1220	420	0.7971	0.3610	0.7971	0.8928
No log	5.1463	422	0.8986	0.3795	0.8986	0.9479
No log	5.1707	424	0.7702	0.4475	0.7702	0.8776
No log	5.1951	426	0.6904	0.4208	0.6904	0.8309
No log	5.2195	428	0.6680	0.4248	0.6680	0.8173
No log	5.2439	430	0.6870	0.4465	0.6870	0.8288
No log	5.2683	432	0.7004	0.4008	0.7004	0.8369
No log	5.2927	434	0.6358	0.4292	0.6358	0.7973
No log	5.3171	436	0.6152	0.4690	0.6152	0.7844
No log	5.3415	438	0.6308	0.4703	0.6308	0.7943
No log	5.3659	440	0.6239	0.4760	0.6239	0.7898
No log	5.3902	442	0.6612	0.4341	0.6612	0.8131
No log	5.4146	444	0.6611	0.4937	0.6611	0.8131
No log	5.4390	446	0.6260	0.4623	0.6260	0.7912
No log	5.4634	448	0.6152	0.4553	0.6152	0.7843
No log	5.4878	450	0.6031	0.4703	0.6031	0.7766
No log	5.5122	452	0.5990	0.4881	0.5990	0.7740
No log	5.5366	454	0.5826	0.4760	0.5826	0.7633
No log	5.5610	456	0.5765	0.4813	0.5765	0.7593
No log	5.5854	458	0.6306	0.4101	0.6306	0.7941
No log	5.6098	460	0.7433	0.5001	0.7433	0.8622
No log	5.6341	462	0.7267	0.4860	0.7267	0.8525
No log	5.6585	464	0.6177	0.5356	0.6177	0.7860
No log	5.6829	466	0.6578	0.4752	0.6578	0.8110
No log	5.7073	468	0.7583	0.4495	0.7583	0.8708
No log	5.7317	470	0.7069	0.4913	0.7069	0.8408
No log	5.7561	472	0.6093	0.5109	0.6093	0.7806
No log	5.7805	474	0.6161	0.5144	0.6161	0.7849
No log	5.8049	476	0.6274	0.5267	0.6274	0.7921
No log	5.8293	478	0.5786	0.4840	0.5786	0.7606
No log	5.8537	480	0.5718	0.5484	0.5718	0.7562
No log	5.8780	482	0.5990	0.4867	0.5990	0.7739
No log	5.9024	484	0.6066	0.5153	0.6066	0.7788
No log	5.9268	486	0.6067	0.5456	0.6067	0.7789
No log	5.9512	488	0.5915	0.5655	0.5915	0.7691
No log	5.9756	490	0.6167	0.5416	0.6167	0.7853
No log	6.0	492	0.6728	0.5082	0.6728	0.8202
No log	6.0244	494	0.6528	0.5178	0.6528	0.8080
No log	6.0488	496	0.5829	0.5276	0.5829	0.7635
No log	6.0732	498	0.6482	0.4540	0.6482	0.8051
0.3664	6.0976	500	0.6763	0.4330	0.6763	0.8224
0.3664	6.1220	502	0.6118	0.4823	0.6118	0.7822
0.3664	6.1463	504	0.5567	0.4953	0.5567	0.7461
0.3664	6.1707	506	0.5612	0.5441	0.5612	0.7491
0.3664	6.1951	508	0.6258	0.6005	0.6258	0.7911
0.3664	6.2195	510	0.6770	0.5567	0.6770	0.8228
0.3664	6.2439	512	0.6650	0.5682	0.6650	0.8154
0.3664	6.2683	514	0.6698	0.5977	0.6698	0.8184
0.3664	6.2927	516	0.7450	0.5602	0.7450	0.8631
0.3664	6.3171	518	0.7329	0.5814	0.7329	0.8561
0.3664	6.3415	520	0.6811	0.5677	0.6811	0.8253
0.3664	6.3659	522	0.7052	0.5417	0.7052	0.8398
0.3664	6.3902	524	0.7217	0.5548	0.7217	0.8495
0.3664	6.4146	526	0.6525	0.5738	0.6525	0.8078
0.3664	6.4390	528	0.6013	0.5193	0.6013	0.7754
0.3664	6.4634	530	0.6078	0.4632	0.6078	0.7796
0.3664	6.4878	532	0.6023	0.4632	0.6023	0.7761
0.3664	6.5122	534	0.5865	0.5631	0.5865	0.7659
0.3664	6.5366	536	0.6168	0.5703	0.6168	0.7854
0.3664	6.5610	538	0.6236	0.5622	0.6236	0.7897
0.3664	6.5854	540	0.5942	0.5795	0.5942	0.7708
0.3664	6.6098	542	0.5882	0.4912	0.5882	0.7669
0.3664	6.6341	544	0.6002	0.5016	0.6002	0.7747
0.3664	6.6585	546	0.5899	0.5067	0.5899	0.7680
0.3664	6.6829	548	0.5818	0.5267	0.5818	0.7627
0.3664	6.7073	550	0.5788	0.5209	0.5788	0.7608
0.3664	6.7317	552	0.5825	0.5385	0.5825	0.7632
0.3664	6.7561	554	0.5942	0.5427	0.5942	0.7709
0.3664	6.7805	556	0.5868	0.5111	0.5868	0.7661
0.3664	6.8049	558	0.5881	0.4520	0.5881	0.7669
0.3664	6.8293	560	0.6133	0.4337	0.6133	0.7832
0.3664	6.8537	562	0.6072	0.4361	0.6072	0.7793
0.3664	6.8780	564	0.6034	0.4102	0.6034	0.7768
0.3664	6.9024	566	0.6911	0.5054	0.6911	0.8313
0.3664	6.9268	568	0.7674	0.5224	0.7674	0.8760
0.3664	6.9512	570	0.7680	0.5044	0.7680	0.8764
0.3664	6.9756	572	0.6971	0.5636	0.6971	0.8349
0.3664	7.0	574	0.6292	0.4952	0.6292	0.7932
0.3664	7.0244	576	0.6608	0.4717	0.6608	0.8129
0.3664	7.0488	578	0.6686	0.4660	0.6686	0.8177
0.3664	7.0732	580	0.6383	0.4997	0.6383	0.7989
0.3664	7.0976	582	0.6181	0.5018	0.6181	0.7862
0.3664	7.1220	584	0.6004	0.4552	0.6004	0.7749
0.3664	7.1463	586	0.5958	0.4752	0.5958	0.7719
0.3664	7.1707	588	0.5942	0.4906	0.5942	0.7709
0.3664	7.1951	590	0.5944	0.4719	0.5944	0.7710
0.3664	7.2195	592	0.5906	0.4861	0.5906	0.7685
0.3664	7.2439	594	0.5899	0.4635	0.5899	0.7680
0.3664	7.2683	596	0.6206	0.4619	0.6206	0.7878
0.3664	7.2927	598	0.6290	0.4428	0.6290	0.7931
0.3664	7.3171	600	0.5974	0.4920	0.5974	0.7729
0.3664	7.3415	602	0.5736	0.5215	0.5736	0.7574
0.3664	7.3659	604	0.5683	0.4937	0.5683	0.7539
0.3664	7.3902	606	0.5661	0.4798	0.5661	0.7524
0.3664	7.4146	608	0.5671	0.4810	0.5671	0.7531
0.3664	7.4390	610	0.5728	0.4888	0.5728	0.7569
0.3664	7.4634	612	0.5829	0.5142	0.5829	0.7634
0.3664	7.4878	614	0.5756	0.4953	0.5756	0.7587
0.3664	7.5122	616	0.5733	0.4846	0.5733	0.7572
0.3664	7.5366	618	0.5913	0.5137	0.5913	0.7690
0.3664	7.5610	620	0.6011	0.5129	0.6011	0.7753
0.3664	7.5854	622	0.5938	0.5646	0.5938	0.7706
0.3664	7.6098	624	0.5847	0.5310	0.5847	0.7646
0.3664	7.6341	626	0.5664	0.5189	0.5664	0.7526
0.3664	7.6585	628	0.5577	0.4638	0.5577	0.7468
0.3664	7.6829	630	0.5621	0.4428	0.5621	0.7497
0.3664	7.7073	632	0.5655	0.4221	0.5655	0.7520
0.3664	7.7317	634	0.5706	0.4446	0.5706	0.7554
0.3664	7.7561	636	0.6088	0.5153	0.6088	0.7802
0.3664	7.7805	638	0.6215	0.5138	0.6215	0.7884
0.3664	7.8049	640	0.6045	0.5747	0.6045	0.7775
0.3664	7.8293	642	0.5860	0.5355	0.5860	0.7655
0.3664	7.8537	644	0.5823	0.4867	0.5823	0.7631
0.3664	7.8780	646	0.5681	0.4997	0.5681	0.7537
0.3664	7.9024	648	0.5706	0.4654	0.5706	0.7554
0.3664	7.9268	650	0.5751	0.4556	0.5751	0.7583
0.3664	7.9512	652	0.5598	0.5150	0.5598	0.7482
0.3664	7.9756	654	0.5886	0.4710	0.5886	0.7672
0.3664	8.0	656	0.6861	0.4502	0.6861	0.8283
0.3664	8.0244	658	0.7465	0.4384	0.7465	0.8640
0.3664	8.0488	660	0.6464	0.4714	0.6464	0.8040
0.3664	8.0732	662	0.5566	0.4719	0.5566	0.7461
0.3664	8.0976	664	0.6032	0.5548	0.6032	0.7767
0.3664	8.1220	666	0.6233	0.5361	0.6233	0.7895
0.3664	8.1463	668	0.5888	0.5550	0.5888	0.7674
0.3664	8.1707	670	0.5673	0.4332	0.5673	0.7532
0.3664	8.1951	672	0.6133	0.4251	0.6133	0.7831
0.3664	8.2195	674	0.6291	0.4540	0.6291	0.7932
0.3664	8.2439	676	0.5933	0.4646	0.5933	0.7702
0.3664	8.2683	678	0.5792	0.5333	0.5792	0.7610
0.3664	8.2927	680	0.5802	0.5581	0.5802	0.7617
0.3664	8.3171	682	0.5675	0.5409	0.5675	0.7533
0.3664	8.3415	684	0.5668	0.4697	0.5668	0.7528
0.3664	8.3659	686	0.6247	0.4603	0.6247	0.7903
0.3664	8.3902	688	0.6516	0.4394	0.6516	0.8072
0.3664	8.4146	690	0.6304	0.4603	0.6304	0.7940
0.3664	8.4390	692	0.5916	0.4885	0.5916	0.7692
0.3664	8.4634	694	0.6008	0.4630	0.6008	0.7751
0.3664	8.4878	696	0.6011	0.4361	0.6011	0.7753
0.3664	8.5122	698	0.5770	0.4915	0.5770	0.7596
0.3664	8.5366	700	0.6012	0.5184	0.6012	0.7754
0.3664	8.5610	702	0.6105	0.5485	0.6105	0.7814
0.3664	8.5854	704	0.5852	0.4970	0.5852	0.7650
0.3664	8.6098	706	0.5907	0.4086	0.5907	0.7686
0.3664	8.6341	708	0.5927	0.4323	0.5927	0.7699
0.3664	8.6585	710	0.5735	0.4281	0.5735	0.7573
0.3664	8.6829	712	0.5654	0.4867	0.5654	0.7519
0.3664	8.7073	714	0.5668	0.4790	0.5668	0.7528
0.3664	8.7317	716	0.5709	0.4566	0.5709	0.7556
0.3664	8.7561	718	0.6123	0.4935	0.6123	0.7825
0.3664	8.7805	720	0.6411	0.4775	0.6411	0.8007
0.3664	8.8049	722	0.5963	0.4861	0.5963	0.7722
0.3664	8.8293	724	0.5745	0.4935	0.5745	0.7579
0.3664	8.8537	726	0.6044	0.5485	0.6044	0.7774
0.3664	8.8780	728	0.5926	0.5571	0.5926	0.7698
0.3664	8.9024	730	0.5754	0.4890	0.5754	0.7585
0.3664	8.9268	732	0.5866	0.4647	0.5866	0.7659
0.3664	8.9512	734	0.6270	0.5021	0.6270	0.7918
0.3664	8.9756	736	0.6556	0.5465	0.6556	0.8097
0.3664	9.0	738	0.6332	0.5476	0.6332	0.7957
0.3664	9.0244	740	0.6108	0.4998	0.6108	0.7815
0.3664	9.0488	742	0.6125	0.4745	0.6125	0.7826
0.3664	9.0732	744	0.6039	0.4608	0.6039	0.7771
0.3664	9.0976	746	0.5922	0.5012	0.5922	0.7695
0.3664	9.1220	748	0.6371	0.5428	0.6371	0.7982
0.3664	9.1463	750	0.6603	0.5	0.6603	0.8126
0.3664	9.1707	752	0.6117	0.5429	0.6117	0.7821
0.3664	9.1951	754	0.5698	0.4420	0.5698	0.7548
0.3664	9.2195	756	0.5800	0.4436	0.5800	0.7616
0.3664	9.2439	758	0.5769	0.4333	0.5769	0.7595
0.3664	9.2683	760	0.5695	0.4523	0.5695	0.7546
0.3664	9.2927	762	0.5933	0.5076	0.5933	0.7702
0.3664	9.3171	764	0.6054	0.5496	0.6054	0.7781
0.3664	9.3415	766	0.5817	0.4983	0.5817	0.7627
0.3664	9.3659	768	0.5884	0.4427	0.5884	0.7671
0.3664	9.3902	770	0.6120	0.4662	0.6120	0.7823
0.3664	9.4146	772	0.6078	0.5004	0.6078	0.7796
0.3664	9.4390	774	0.6042	0.5024	0.6042	0.7773
0.3664	9.4634	776	0.5934	0.5146	0.5934	0.7703
0.3664	9.4878	778	0.5786	0.4991	0.5786	0.7606
0.3664	9.5122	780	0.5681	0.4792	0.5681	0.7537
0.3664	9.5366	782	0.5611	0.4767	0.5611	0.7491
0.3664	9.5610	784	0.5568	0.5078	0.5568	0.7462
0.3664	9.5854	786	0.5592	0.4708	0.5592	0.7478
0.3664	9.6098	788	0.5630	0.4714	0.5630	0.7504
0.3664	9.6341	790	0.5621	0.4747	0.5621	0.7497
0.3664	9.6585	792	0.5661	0.4777	0.5661	0.7524
0.3664	9.6829	794	0.5642	0.4747	0.5642	0.7511
0.3664	9.7073	796	0.5665	0.5087	0.5665	0.7527
0.3664	9.7317	798	0.5691	0.4582	0.5691	0.7544
0.3664	9.7561	800	0.5813	0.5115	0.5813	0.7624
0.3664	9.7805	802	0.6191	0.5404	0.6191	0.7868
0.3664	9.8049	804	0.6544	0.5143	0.6544	0.8089
0.3664	9.8293	806	0.6332	0.5138	0.6332	0.7957
0.3664	9.8537	808	0.6025	0.5602	0.6025	0.7762
0.3664	9.8780	810	0.5901	0.4938	0.5901	0.7682
0.3664	9.9024	812	0.6154	0.4672	0.6154	0.7845
0.3664	9.9268	814	0.6071	0.4790	0.6071	0.7791
0.3664	9.9512	816	0.5818	0.4816	0.5818	0.7628
0.3664	9.9756	818	0.5698	0.4592	0.5698	0.7549
0.3664	10.0	820	0.5818	0.5153	0.5818	0.7628
0.3664	10.0244	822	0.5715	0.4950	0.5715	0.7560
0.3664	10.0488	824	0.5596	0.4859	0.5596	0.7481
0.3664	10.0732	826	0.5624	0.5071	0.5624	0.7500
0.3664	10.0976	828	0.5789	0.4956	0.5789	0.7608
0.3664	10.1220	830	0.5742	0.5253	0.5742	0.7577
0.3664	10.1463	832	0.5650	0.4998	0.5650	0.7516
0.3664	10.1707	834	0.5954	0.5416	0.5954	0.7716
0.3664	10.1951	836	0.6297	0.5229	0.6297	0.7935
0.3664	10.2195	838	0.6676	0.5273	0.6676	0.8171
0.3664	10.2439	840	0.6469	0.5311	0.6469	0.8043
0.3664	10.2683	842	0.6056	0.5405	0.6056	0.7782
0.3664	10.2927	844	0.5658	0.4774	0.5658	0.7522
0.3664	10.3171	846	0.5701	0.5048	0.5701	0.7551
0.3664	10.3415	848	0.5806	0.4982	0.5806	0.7620
0.3664	10.3659	850	0.5719	0.4897	0.5719	0.7563
0.3664	10.3902	852	0.5767	0.4700	0.5767	0.7594
0.3664	10.4146	854	0.5825	0.4621	0.5825	0.7632
0.3664	10.4390	856	0.5893	0.4998	0.5893	0.7677
0.3664	10.4634	858	0.6019	0.5622	0.6019	0.7758
0.3664	10.4878	860	0.6334	0.5494	0.6334	0.7959
0.3664	10.5122	862	0.6578	0.5494	0.6578	0.8110
0.3664	10.5366	864	0.6463	0.5283	0.6463	0.8039
0.3664	10.5610	866	0.6146	0.4835	0.6146	0.7840
0.3664	10.5854	868	0.6135	0.4192	0.6135	0.7833
0.3664	10.6098	870	0.6103	0.4131	0.6103	0.7812
0.3664	10.6341	872	0.6171	0.4643	0.6171	0.7856
0.3664	10.6585	874	0.6401	0.5179	0.6401	0.8001
0.3664	10.6829	876	0.6394	0.5036	0.6394	0.7996
0.3664	10.7073	878	0.6295	0.5371	0.6295	0.7934
0.3664	10.7317	880	0.6276	0.5371	0.6276	0.7922
0.3664	10.7561	882	0.6210	0.5637	0.6210	0.7880
0.3664	10.7805	884	0.6177	0.5517	0.6177	0.7860
0.3664	10.8049	886	0.6061	0.5204	0.6061	0.7785
0.3664	10.8293	888	0.6233	0.5011	0.6233	0.7895
0.3664	10.8537	890	0.6641	0.5163	0.6641	0.8149
0.3664	10.8780	892	0.6549	0.5013	0.6549	0.8092
0.3664	10.9024	894	0.6568	0.4915	0.6568	0.8104
0.3664	10.9268	896	0.6584	0.4809	0.6584	0.8114
0.3664	10.9512	898	0.6045	0.4895	0.6045	0.7775
0.3664	10.9756	900	0.5750	0.5046	0.5750	0.7583
0.3664	11.0	902	0.5862	0.5067	0.5862	0.7657
0.3664	11.0244	904	0.6331	0.4835	0.6331	0.7957
0.3664	11.0488	906	0.6328	0.5190	0.6328	0.7955
0.3664	11.0732	908	0.5981	0.5438	0.5981	0.7734
0.3664	11.0976	910	0.6228	0.5202	0.6228	0.7892
0.3664	11.1220	912	0.6647	0.5502	0.6647	0.8153
0.3664	11.1463	914	0.6494	0.5187	0.6494	0.8058
0.3664	11.1707	916	0.6159	0.5126	0.6159	0.7848
0.3664	11.1951	918	0.5857	0.5497	0.5857	0.7653
0.3664	11.2195	920	0.5792	0.5011	0.5792	0.7611
0.3664	11.2439	922	0.5792	0.5653	0.5792	0.7611
0.3664	11.2683	924	0.6058	0.5281	0.6058	0.7783
0.3664	11.2927	926	0.6099	0.5416	0.6099	0.7810
0.3664	11.3171	928	0.5727	0.5482	0.5727	0.7568
0.3664	11.3415	930	0.5739	0.4193	0.5739	0.7576
0.3664	11.3659	932	0.6041	0.4051	0.6041	0.7773
0.3664	11.3902	934	0.5828	0.4167	0.5828	0.7634
0.3664	11.4146	936	0.5637	0.5032	0.5637	0.7508
0.3664	11.4390	938	0.6306	0.5422	0.6306	0.7941
0.3664	11.4634	940	0.7070	0.5305	0.7070	0.8408
0.3664	11.4878	942	0.6833	0.5321	0.6833	0.8266
0.3664	11.5122	944	0.6169	0.5200	0.6169	0.7855
0.3664	11.5366	946	0.5817	0.4919	0.5817	0.7627
0.3664	11.5610	948	0.5698	0.4669	0.5698	0.7548
0.3664	11.5854	950	0.5709	0.4659	0.5709	0.7556
0.3664	11.6098	952	0.5820	0.5222	0.5820	0.7629
0.3664	11.6341	954	0.6265	0.5267	0.6265	0.7915
0.3664	11.6585	956	0.7103	0.5181	0.7103	0.8428
0.3664	11.6829	958	0.7517	0.5088	0.7517	0.8670
0.3664	11.7073	960	0.7207	0.5189	0.7207	0.8490
0.3664	11.7317	962	0.6728	0.5509	0.6728	0.8202
0.3664	11.7561	964	0.6203	0.5155	0.6203	0.7876
0.3664	11.7805	966	0.6031	0.5232	0.6031	0.7766
0.3664	11.8049	968	0.6015	0.5248	0.6015	0.7756
0.3664	11.8293	970	0.6096	0.5226	0.6096	0.7808
0.3664	11.8537	972	0.6250	0.5087	0.6250	0.7906
0.3664	11.8780	974	0.6787	0.5429	0.6787	0.8238
0.3664	11.9024	976	0.7218	0.5185	0.7218	0.8496
0.3664	11.9268	978	0.7284	0.4982	0.7284	0.8535
0.3664	11.9512	980	0.6901	0.5250	0.6901	0.8307
0.3664	11.9756	982	0.6668	0.5006	0.6668	0.8166
0.3664	12.0	984	0.6295	0.4938	0.6295	0.7934
0.3664	12.0244	986	0.6251	0.4800	0.6251	0.7906
0.3664	12.0488	988	0.6363	0.4911	0.6363	0.7977
0.3664	12.0732	990	0.6603	0.4883	0.6603	0.8126
0.3664	12.0976	992	0.6576	0.4883	0.6576	0.8109
0.3664	12.1220	994	0.6377	0.4887	0.6377	0.7985
0.3664	12.1463	996	0.6121	0.4774	0.6121	0.7823
0.3664	12.1707	998	0.6211	0.5162	0.6211	0.7881
0.0818	12.1951	1000	0.6285	0.5186	0.6285	0.7928
0.0818	12.2195	1002	0.6326	0.5171	0.6326	0.7954
0.0818	12.2439	1004	0.6280	0.5094	0.6280	0.7924
0.0818	12.2683	1006	0.6354	0.5024	0.6354	0.7971
0.0818	12.2927	1008	0.6477	0.5260	0.6477	0.8048
0.0818	12.3171	1010	0.6675	0.5045	0.6675	0.8170
0.0818	12.3415	1012	0.6609	0.5217	0.6609	0.8130
0.0818	12.3659	1014	0.6263	0.5114	0.6263	0.7914
0.0818	12.3902	1016	0.5991	0.4719	0.5991	0.7740
0.0818	12.4146	1018	0.5971	0.4170	0.5971	0.7728
0.0818	12.4390	1020	0.6045	0.4735	0.6045	0.7775
0.0818	12.4634	1022	0.6304	0.4946	0.6304	0.7939

Framework versions

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