ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run2_AugV5_k15_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: 0.8291
• Qwk: 0.4992
• Mse: 0.8291
• Rmse: 0.9106

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	0.0238	2	4.0413	-0.0134	4.0413	2.0103
No log	0.0476	4	2.0371	0.0835	2.0371	1.4273
No log	0.0714	6	1.0711	0.0569	1.0711	1.0349
No log	0.0952	8	0.7982	0.0635	0.7982	0.8934
No log	0.1190	10	0.7920	0.1861	0.7920	0.8899
No log	0.1429	12	0.7320	0.1456	0.7320	0.8556
No log	0.1667	14	0.7962	0.1352	0.7962	0.8923
No log	0.1905	16	0.8333	0.1570	0.8333	0.9128
No log	0.2143	18	0.8220	0.2126	0.8220	0.9066
No log	0.2381	20	0.7087	0.2623	0.7087	0.8418
No log	0.2619	22	0.7135	0.2604	0.7135	0.8447
No log	0.2857	24	0.8139	0.2302	0.8139	0.9022
No log	0.3095	26	1.0845	0.1836	1.0845	1.0414
No log	0.3333	28	1.3081	0.1795	1.3081	1.1437
No log	0.3571	30	0.8739	0.2704	0.8739	0.9348
No log	0.3810	32	0.7358	0.3636	0.7358	0.8578
No log	0.4048	34	0.7130	0.3459	0.7130	0.8444
No log	0.4286	36	0.6881	0.3895	0.6881	0.8295
No log	0.4524	38	1.0091	0.2839	1.0091	1.0045
No log	0.4762	40	0.9199	0.2724	0.9199	0.9591
No log	0.5	42	0.7232	0.3214	0.7232	0.8504
No log	0.5238	44	0.7107	0.3274	0.7107	0.8430
No log	0.5476	46	0.6242	0.3957	0.6242	0.7901
No log	0.5714	48	0.6100	0.4978	0.6100	0.7810
No log	0.5952	50	0.5850	0.4137	0.5850	0.7649
No log	0.6190	52	0.6202	0.4262	0.6202	0.7875
No log	0.6429	54	0.6103	0.4528	0.6103	0.7812
No log	0.6667	56	0.6278	0.5037	0.6278	0.7923
No log	0.6905	58	0.7119	0.4802	0.7119	0.8437
No log	0.7143	60	0.7654	0.4709	0.7654	0.8749
No log	0.7381	62	0.7017	0.5013	0.7017	0.8377
No log	0.7619	64	0.6049	0.5394	0.6049	0.7778
No log	0.7857	66	0.6090	0.5079	0.6090	0.7804
No log	0.8095	68	0.7081	0.4786	0.7081	0.8415
No log	0.8333	70	1.0303	0.3760	1.0303	1.0150
No log	0.8571	72	0.9515	0.3914	0.9515	0.9754
No log	0.8810	74	0.8854	0.4837	0.8854	0.9409
No log	0.9048	76	0.8137	0.4574	0.8137	0.9021
No log	0.9286	78	0.7586	0.5416	0.7586	0.8710
No log	0.9524	80	0.7362	0.5430	0.7362	0.8580
No log	0.9762	82	0.7741	0.4693	0.7741	0.8798
No log	1.0	84	1.0483	0.4017	1.0483	1.0239
No log	1.0238	86	1.1242	0.3701	1.1242	1.0603
No log	1.0476	88	1.0087	0.4106	1.0087	1.0043
No log	1.0714	90	0.9520	0.4404	0.9520	0.9757
No log	1.0952	92	0.9881	0.4627	0.9881	0.9940
No log	1.1190	94	0.8785	0.5081	0.8785	0.9373
No log	1.1429	96	0.7691	0.5036	0.7691	0.8770
No log	1.1667	98	0.8257	0.5069	0.8257	0.9087
No log	1.1905	100	0.8507	0.4870	0.8507	0.9223
No log	1.2143	102	0.9041	0.5072	0.9041	0.9508
No log	1.2381	104	0.8294	0.4852	0.8294	0.9107
No log	1.2619	106	0.8820	0.4770	0.8820	0.9392
No log	1.2857	108	0.9877	0.4162	0.9877	0.9938
No log	1.3095	110	0.8825	0.4764	0.8825	0.9394
No log	1.3333	112	0.8437	0.5008	0.8437	0.9185
No log	1.3571	114	0.8313	0.5024	0.8313	0.9118
No log	1.3810	116	1.2730	0.4098	1.2730	1.1283
No log	1.4048	118	1.4602	0.3722	1.4602	1.2084
No log	1.4286	120	1.0096	0.4430	1.0096	1.0048
No log	1.4524	122	0.6707	0.5669	0.6707	0.8189
No log	1.4762	124	0.6659	0.4746	0.6659	0.8160
No log	1.5	126	0.6474	0.5582	0.6474	0.8046
No log	1.5238	128	0.7614	0.5065	0.7614	0.8726
No log	1.5476	130	0.8742	0.4263	0.8742	0.9350
No log	1.5714	132	0.9194	0.4052	0.9194	0.9589
No log	1.5952	134	0.7517	0.4817	0.7517	0.8670
No log	1.6190	136	0.6262	0.5517	0.6262	0.7914
No log	1.6429	138	0.6814	0.4889	0.6814	0.8255
No log	1.6667	140	0.7486	0.5568	0.7486	0.8652
No log	1.6905	142	0.8256	0.5515	0.8256	0.9086
No log	1.7143	144	0.9782	0.4892	0.9782	0.9890
No log	1.7381	146	1.2245	0.4611	1.2245	1.1066
No log	1.7619	148	1.1552	0.4592	1.1552	1.0748
No log	1.7857	150	0.8699	0.4545	0.8699	0.9327
No log	1.8095	152	0.7611	0.5256	0.7611	0.8724
No log	1.8333	154	0.7797	0.4984	0.7797	0.8830
No log	1.8571	156	0.7907	0.4990	0.7907	0.8892
No log	1.8810	158	0.8379	0.5537	0.8379	0.9154
No log	1.9048	160	0.8999	0.5047	0.8999	0.9486
No log	1.9286	162	0.9095	0.4943	0.9095	0.9537
No log	1.9524	164	0.9855	0.4886	0.9855	0.9927
No log	1.9762	166	1.2347	0.4082	1.2347	1.1112
No log	2.0	168	1.3105	0.4229	1.3105	1.1448
No log	2.0238	170	1.1199	0.4350	1.1199	1.0583
No log	2.0476	172	0.9817	0.4298	0.9817	0.9908
No log	2.0714	174	1.0424	0.4581	1.0424	1.0210
No log	2.0952	176	1.1363	0.4349	1.1363	1.0660
No log	2.1190	178	1.0719	0.4620	1.0719	1.0353
No log	2.1429	180	0.8561	0.5268	0.8561	0.9253
No log	2.1667	182	0.8054	0.4864	0.8054	0.8974
No log	2.1905	184	0.8173	0.5108	0.8173	0.9041
No log	2.2143	186	0.7320	0.5259	0.7320	0.8556
No log	2.2381	188	0.8309	0.5052	0.8309	0.9115
No log	2.2619	190	0.9648	0.4179	0.9648	0.9822
No log	2.2857	192	0.8926	0.4423	0.8926	0.9448
No log	2.3095	194	0.7242	0.5532	0.7242	0.8510
No log	2.3333	196	0.6870	0.5469	0.6870	0.8289
No log	2.3571	198	0.7175	0.5195	0.7175	0.8470
No log	2.3810	200	0.7376	0.5255	0.7376	0.8589
No log	2.4048	202	0.7447	0.5206	0.7447	0.8630
No log	2.4286	204	0.7599	0.5270	0.7599	0.8717
No log	2.4524	206	0.8282	0.5398	0.8282	0.9101
No log	2.4762	208	0.8116	0.5330	0.8116	0.9009
No log	2.5	210	0.7694	0.5109	0.7694	0.8771
No log	2.5238	212	0.7781	0.4736	0.7781	0.8821
No log	2.5476	214	0.8302	0.5213	0.8302	0.9111
No log	2.5714	216	1.3159	0.4216	1.3159	1.1471
No log	2.5952	218	1.6414	0.3862	1.6414	1.2812
No log	2.6190	220	1.4674	0.4160	1.4674	1.2114
No log	2.6429	222	1.0486	0.4408	1.0486	1.0240
No log	2.6667	224	0.8503	0.5254	0.8503	0.9221
No log	2.6905	226	0.8388	0.5236	0.8388	0.9159
No log	2.7143	228	0.8758	0.5222	0.8758	0.9358
No log	2.7381	230	0.9446	0.4900	0.9446	0.9719
No log	2.7619	232	1.0337	0.5004	1.0337	1.0167
No log	2.7857	234	0.9911	0.5098	0.9911	0.9955
No log	2.8095	236	0.7932	0.4781	0.7932	0.8906
No log	2.8333	238	0.6800	0.5224	0.6800	0.8246
No log	2.8571	240	0.6740	0.5297	0.6740	0.8209
No log	2.8810	242	0.7210	0.5144	0.7210	0.8491
No log	2.9048	244	0.7841	0.5168	0.7841	0.8855
No log	2.9286	246	0.7503	0.5014	0.7503	0.8662
No log	2.9524	248	0.7643	0.5058	0.7643	0.8742
No log	2.9762	250	0.7610	0.5251	0.7610	0.8723
No log	3.0	252	0.7919	0.5287	0.7919	0.8899
No log	3.0238	254	0.9332	0.4961	0.9332	0.9660
No log	3.0476	256	0.9660	0.4995	0.9660	0.9828
No log	3.0714	258	0.8983	0.5057	0.8983	0.9478
No log	3.0952	260	0.8074	0.5229	0.8074	0.8986
No log	3.1190	262	0.8617	0.5014	0.8617	0.9283
No log	3.1429	264	0.9771	0.4801	0.9771	0.9885
No log	3.1667	266	1.0353	0.4661	1.0353	1.0175
No log	3.1905	268	0.9256	0.4812	0.9256	0.9621
No log	3.2143	270	0.7940	0.5091	0.7940	0.8910
No log	3.2381	272	0.7953	0.5032	0.7953	0.8918
No log	3.2619	274	0.8499	0.5131	0.8499	0.9219
No log	3.2857	276	0.8694	0.4953	0.8694	0.9324
No log	3.3095	278	0.8969	0.4937	0.8969	0.9470
No log	3.3333	280	0.8414	0.5044	0.8414	0.9173
No log	3.3571	282	0.7876	0.5666	0.7876	0.8875
No log	3.3810	284	0.7878	0.5416	0.7878	0.8876
No log	3.4048	286	0.8470	0.5	0.8470	0.9203
No log	3.4286	288	0.9209	0.4742	0.9209	0.9596
No log	3.4524	290	0.9472	0.4691	0.9472	0.9733
No log	3.4762	292	1.0343	0.4798	1.0343	1.0170
No log	3.5	294	1.0328	0.4969	1.0328	1.0162
No log	3.5238	296	1.1319	0.4936	1.1319	1.0639
No log	3.5476	298	1.1921	0.4669	1.1921	1.0918
No log	3.5714	300	1.1325	0.4903	1.1325	1.0642
No log	3.5952	302	1.2429	0.4252	1.2429	1.1149
No log	3.6190	304	1.1390	0.4329	1.1390	1.0672
No log	3.6429	306	0.8823	0.4818	0.8823	0.9393
No log	3.6667	308	0.7373	0.5723	0.7373	0.8587
No log	3.6905	310	0.7228	0.5793	0.7228	0.8502
No log	3.7143	312	0.8593	0.4731	0.8593	0.9270
No log	3.7381	314	1.1487	0.4398	1.1487	1.0718
No log	3.7619	316	1.1980	0.4501	1.1980	1.0945
No log	3.7857	318	0.9669	0.4780	0.9669	0.9833
No log	3.8095	320	0.7344	0.5723	0.7344	0.8570
No log	3.8333	322	0.6738	0.5904	0.6738	0.8208
No log	3.8571	324	0.6719	0.5553	0.6719	0.8197
No log	3.8810	326	0.6773	0.5917	0.6773	0.8230
No log	3.9048	328	0.8041	0.5216	0.8041	0.8967
No log	3.9286	330	1.0691	0.4336	1.0691	1.0340
No log	3.9524	332	1.1523	0.4637	1.1523	1.0735
No log	3.9762	334	1.1015	0.4614	1.1015	1.0495
No log	4.0	336	0.9576	0.5147	0.9576	0.9786
No log	4.0238	338	0.8303	0.5108	0.8303	0.9112
No log	4.0476	340	0.7667	0.5180	0.7667	0.8756
No log	4.0714	342	0.7790	0.4848	0.7790	0.8826
No log	4.0952	344	0.7813	0.4874	0.7813	0.8839
No log	4.1190	346	0.8054	0.5076	0.8054	0.8975
No log	4.1429	348	0.8414	0.4968	0.8414	0.9173
No log	4.1667	350	0.7576	0.5284	0.7576	0.8704
No log	4.1905	352	0.6387	0.5956	0.6387	0.7992
No log	4.2143	354	0.6298	0.5441	0.6298	0.7936
No log	4.2381	356	0.6754	0.5548	0.6754	0.8218
No log	4.2619	358	0.7611	0.5289	0.7611	0.8724
No log	4.2857	360	0.8454	0.4713	0.8454	0.9195
No log	4.3095	362	0.9034	0.4797	0.9034	0.9505
No log	4.3333	364	0.8455	0.4864	0.8455	0.9195
No log	4.3571	366	0.8226	0.4888	0.8226	0.9070
No log	4.3810	368	0.7985	0.5311	0.7985	0.8936
No log	4.4048	370	0.7497	0.5236	0.7497	0.8658
No log	4.4286	372	0.7237	0.5326	0.7237	0.8507
No log	4.4524	374	0.6890	0.5489	0.6890	0.8301
No log	4.4762	376	0.7292	0.5178	0.7292	0.8540
No log	4.5	378	0.7474	0.5178	0.7474	0.8645
No log	4.5238	380	0.7148	0.5342	0.7148	0.8455
No log	4.5476	382	0.7301	0.4997	0.7301	0.8545
No log	4.5714	384	0.7653	0.5427	0.7653	0.8748
No log	4.5952	386	0.8123	0.5041	0.8123	0.9013
No log	4.6190	388	0.8231	0.4744	0.8231	0.9072
No log	4.6429	390	0.7434	0.5278	0.7434	0.8622
No log	4.6667	392	0.7415	0.5138	0.7415	0.8611
No log	4.6905	394	0.7581	0.4850	0.7581	0.8707
No log	4.7143	396	0.8414	0.4831	0.8414	0.9173
No log	4.7381	398	0.8627	0.4903	0.8627	0.9288
No log	4.7619	400	0.8647	0.5073	0.8647	0.9299
No log	4.7857	402	0.8683	0.4941	0.8683	0.9318
No log	4.8095	404	0.8682	0.4941	0.8682	0.9318
No log	4.8333	406	0.8050	0.5108	0.8050	0.8972
No log	4.8571	408	0.7538	0.5038	0.7538	0.8682
No log	4.8810	410	0.7467	0.4612	0.7467	0.8641
No log	4.9048	412	0.8349	0.4782	0.8349	0.9137
No log	4.9286	414	0.8692	0.4815	0.8692	0.9323
No log	4.9524	416	0.8946	0.4676	0.8946	0.9458
No log	4.9762	418	0.9615	0.4416	0.9615	0.9806
No log	5.0	420	0.9157	0.4586	0.9157	0.9569
No log	5.0238	422	0.8328	0.4746	0.8328	0.9126
No log	5.0476	424	0.8477	0.4776	0.8477	0.9207
No log	5.0714	426	0.9223	0.4393	0.9223	0.9604
No log	5.0952	428	0.9905	0.4360	0.9905	0.9952
No log	5.1190	430	0.9789	0.4399	0.9789	0.9894
No log	5.1429	432	0.9109	0.4375	0.9109	0.9544
No log	5.1667	434	0.8069	0.4799	0.8069	0.8983
No log	5.1905	436	0.7557	0.5153	0.7557	0.8693
No log	5.2143	438	0.7583	0.5158	0.7583	0.8708
No log	5.2381	440	0.7536	0.5360	0.7536	0.8681
No log	5.2619	442	0.7556	0.5090	0.7556	0.8692
No log	5.2857	444	0.8739	0.4939	0.8739	0.9348
No log	5.3095	446	1.0546	0.4397	1.0546	1.0269
No log	5.3333	448	1.0450	0.4446	1.0450	1.0222
No log	5.3571	450	0.8986	0.4843	0.8986	0.9480
No log	5.3810	452	0.7632	0.5003	0.7632	0.8736
No log	5.4048	454	0.7121	0.4922	0.7121	0.8439
No log	5.4286	456	0.7042	0.4929	0.7042	0.8392
No log	5.4524	458	0.7431	0.5315	0.7431	0.8620
No log	5.4762	460	0.7785	0.4908	0.7785	0.8823
No log	5.5	462	0.8313	0.4956	0.8313	0.9118
No log	5.5238	464	0.8823	0.4813	0.8823	0.9393
No log	5.5476	466	0.8456	0.4836	0.8456	0.9196
No log	5.5714	468	0.8196	0.5032	0.8196	0.9053
No log	5.5952	470	0.7609	0.4699	0.7609	0.8723
No log	5.6190	472	0.7186	0.5173	0.7186	0.8477
No log	5.6429	474	0.7006	0.5667	0.7006	0.8370
No log	5.6667	476	0.7421	0.5163	0.7421	0.8615
No log	5.6905	478	0.8278	0.4716	0.8278	0.9098
No log	5.7143	480	0.8517	0.4812	0.8517	0.9229
No log	5.7381	482	0.8056	0.4716	0.8056	0.8975
No log	5.7619	484	0.7215	0.5543	0.7215	0.8494
No log	5.7857	486	0.7085	0.5843	0.7085	0.8417
No log	5.8095	488	0.7046	0.5676	0.7046	0.8394
No log	5.8333	490	0.7153	0.5521	0.7153	0.8458
No log	5.8571	492	0.7404	0.5256	0.7404	0.8604
No log	5.8810	494	0.7722	0.5260	0.7722	0.8787
No log	5.9048	496	0.8054	0.5331	0.8054	0.8974
No log	5.9286	498	0.8298	0.5223	0.8298	0.9109
0.4381	5.9524	500	0.8817	0.5102	0.8817	0.9390
0.4381	5.9762	502	0.8594	0.5061	0.8594	0.9271
0.4381	6.0	504	0.8137	0.5279	0.8137	0.9020
0.4381	6.0238	506	0.7769	0.5098	0.7769	0.8814
0.4381	6.0476	508	0.7562	0.5359	0.7562	0.8696
0.4381	6.0714	510	0.6971	0.5488	0.6971	0.8350
0.4381	6.0952	512	0.6707	0.54	0.6707	0.8189
0.4381	6.1190	514	0.6855	0.5403	0.6855	0.8279
0.4381	6.1429	516	0.6953	0.4978	0.6953	0.8338
0.4381	6.1667	518	0.7355	0.5317	0.7355	0.8576
0.4381	6.1905	520	0.7822	0.5433	0.7822	0.8844
0.4381	6.2143	522	0.8786	0.4921	0.8786	0.9373
0.4381	6.2381	524	0.9405	0.4712	0.9405	0.9698
0.4381	6.2619	526	0.9041	0.4908	0.9041	0.9509
0.4381	6.2857	528	0.8190	0.5297	0.8190	0.9050
0.4381	6.3095	530	0.8005	0.5260	0.8005	0.8947
0.4381	6.3333	532	0.8247	0.5104	0.8247	0.9082
0.4381	6.3571	534	0.8746	0.4973	0.8746	0.9352
0.4381	6.3810	536	0.9897	0.4542	0.9897	0.9949
0.4381	6.4048	538	1.0512	0.4309	1.0512	1.0253
0.4381	6.4286	540	1.0200	0.4309	1.0200	1.0099
0.4381	6.4524	542	0.9025	0.4624	0.9025	0.9500
0.4381	6.4762	544	0.7894	0.5226	0.7894	0.8885
0.4381	6.5	546	0.7327	0.5685	0.7327	0.8560
0.4381	6.5238	548	0.6988	0.5447	0.6988	0.8360
0.4381	6.5476	550	0.6937	0.5260	0.6937	0.8329
0.4381	6.5714	552	0.7148	0.5604	0.7148	0.8455
0.4381	6.5952	554	0.7724	0.5393	0.7724	0.8789
0.4381	6.6190	556	0.8449	0.4950	0.8449	0.9192
0.4381	6.6429	558	0.9299	0.4675	0.9299	0.9643
0.4381	6.6667	560	0.9839	0.4667	0.9839	0.9919
0.4381	6.6905	562	0.9386	0.4796	0.9386	0.9688
0.4381	6.7143	564	0.8825	0.4899	0.8825	0.9394
0.4381	6.7381	566	0.8343	0.5038	0.8343	0.9134
0.4381	6.7619	568	0.8009	0.5018	0.8009	0.8949
0.4381	6.7857	570	0.7873	0.5152	0.7873	0.8873
0.4381	6.8095	572	0.8230	0.5070	0.8230	0.9072
0.4381	6.8333	574	0.8978	0.4899	0.8978	0.9475
0.4381	6.8571	576	1.0424	0.4701	1.0424	1.0210
0.4381	6.8810	578	1.1471	0.4333	1.1471	1.0710
0.4381	6.9048	580	1.1257	0.4333	1.1257	1.0610
0.4381	6.9286	582	1.0420	0.4652	1.0420	1.0208
0.4381	6.9524	584	0.9695	0.4934	0.9695	0.9846
0.4381	6.9762	586	0.9141	0.4778	0.9141	0.9561
0.4381	7.0	588	0.8932	0.4899	0.8932	0.9451
0.4381	7.0238	590	0.8966	0.4924	0.8966	0.9469
0.4381	7.0476	592	0.9559	0.4701	0.9559	0.9777
0.4381	7.0714	594	0.9581	0.4494	0.9581	0.9788
0.4381	7.0952	596	0.9043	0.4585	0.9043	0.9510
0.4381	7.1190	598	0.8928	0.4775	0.8928	0.9449
0.4381	7.1429	600	0.9098	0.4653	0.9098	0.9539
0.4381	7.1667	602	0.9563	0.4408	0.9563	0.9779
0.4381	7.1905	604	0.9610	0.4649	0.9610	0.9803
0.4381	7.2143	606	0.9411	0.4671	0.9411	0.9701
0.4381	7.2381	608	0.9617	0.4606	0.9617	0.9807
0.4381	7.2619	610	0.9909	0.4603	0.9909	0.9954
0.4381	7.2857	612	0.9939	0.4603	0.9939	0.9970
0.4381	7.3095	614	1.0013	0.4358	1.0013	1.0007
0.4381	7.3333	616	0.9526	0.4672	0.9526	0.9760
0.4381	7.3571	618	0.8819	0.4630	0.8819	0.9391
0.4381	7.3810	620	0.7879	0.5261	0.7879	0.8876
0.4381	7.4048	622	0.7344	0.5264	0.7344	0.8570
0.4381	7.4286	624	0.7153	0.5351	0.7153	0.8457
0.4381	7.4524	626	0.7337	0.5352	0.7337	0.8566
0.4381	7.4762	628	0.7940	0.4984	0.7940	0.8911
0.4381	7.5	630	0.8783	0.4807	0.8783	0.9372
0.4381	7.5238	632	0.9359	0.4401	0.9359	0.9674
0.4381	7.5476	634	0.9840	0.4279	0.9840	0.9920
0.4381	7.5714	636	0.9748	0.4344	0.9748	0.9873
0.4381	7.5952	638	0.9190	0.4435	0.9190	0.9586
0.4381	7.6190	640	0.8458	0.4931	0.8458	0.9197
0.4381	7.6429	642	0.8093	0.5151	0.8093	0.8996
0.4381	7.6667	644	0.7954	0.5187	0.7954	0.8918
0.4381	7.6905	646	0.8020	0.5187	0.8020	0.8955
0.4381	7.7143	648	0.8325	0.4842	0.8325	0.9124
0.4381	7.7381	650	0.8918	0.4678	0.8918	0.9444
0.4381	7.7619	652	0.9451	0.4588	0.9451	0.9722
0.4381	7.7857	654	0.9869	0.4457	0.9869	0.9934
0.4381	7.8095	656	0.9773	0.4459	0.9773	0.9886
0.4381	7.8333	658	0.9459	0.4765	0.9459	0.9726
0.4381	7.8571	660	0.8863	0.4736	0.8863	0.9415
0.4381	7.8810	662	0.8430	0.4956	0.8430	0.9182
0.4381	7.9048	664	0.8036	0.4979	0.8036	0.8965
0.4381	7.9286	666	0.7934	0.4979	0.7934	0.8908
0.4381	7.9524	668	0.8050	0.4979	0.8050	0.8972
0.4381	7.9762	670	0.8306	0.5084	0.8306	0.9114
0.4381	8.0	672	0.8417	0.4865	0.8417	0.9175
0.4381	8.0238	674	0.8291	0.4992	0.8291	0.9106
0.4381	8.0476	676	0.8262	0.4992	0.8262	0.9089
0.4381	8.0714	678	0.8114	0.4938	0.8114	0.9008
0.4381	8.0952	680	0.7895	0.4979	0.7895	0.8885
0.4381	8.1190	682	0.7676	0.4987	0.7676	0.8761
0.4381	8.1429	684	0.7633	0.4987	0.7633	0.8737
0.4381	8.1667	686	0.7599	0.5003	0.7599	0.8717
0.4381	8.1905	688	0.7697	0.5003	0.7697	0.8773
0.4381	8.2143	690	0.7962	0.4987	0.7962	0.8923
0.4381	8.2381	692	0.8461	0.4865	0.8461	0.9198
0.4381	8.2619	694	0.8983	0.4724	0.8983	0.9478
0.4381	8.2857	696	0.9273	0.4715	0.9273	0.9630
0.4381	8.3095	698	0.9201	0.4765	0.9201	0.9592
0.4381	8.3333	700	0.8857	0.4729	0.8857	0.9411
0.4381	8.3571	702	0.8454	0.4798	0.8454	0.9195
0.4381	8.3810	704	0.8192	0.4872	0.8192	0.9051
0.4381	8.4048	706	0.7919	0.4872	0.7919	0.8899
0.4381	8.4286	708	0.7517	0.5214	0.7517	0.8670
0.4381	8.4524	710	0.7317	0.5236	0.7317	0.8554
0.4381	8.4762	712	0.7301	0.5178	0.7301	0.8544
0.4381	8.5	714	0.7386	0.5178	0.7386	0.8594
0.4381	8.5238	716	0.7540	0.5294	0.7540	0.8684
0.4381	8.5476	718	0.7709	0.5485	0.7709	0.8780
0.4381	8.5714	720	0.7915	0.5303	0.7915	0.8897
0.4381	8.5952	722	0.8156	0.4805	0.8156	0.9031
0.4381	8.6190	724	0.8538	0.4861	0.8538	0.9240
0.4381	8.6429	726	0.8928	0.4723	0.8928	0.9449
0.4381	8.6667	728	0.8998	0.4718	0.8998	0.9486
0.4381	8.6905	730	0.8831	0.4852	0.8831	0.9398
0.4381	8.7143	732	0.8641	0.4798	0.8641	0.9296
0.4381	8.7381	734	0.8516	0.5	0.8516	0.9228
0.4381	8.7619	736	0.8404	0.4956	0.8404	0.9167
0.4381	8.7857	738	0.8257	0.4864	0.8257	0.9087
0.4381	8.8095	740	0.8124	0.5159	0.8124	0.9013
0.4381	8.8333	742	0.8103	0.5159	0.8103	0.9002
0.4381	8.8571	744	0.8122	0.5159	0.8122	0.9012
0.4381	8.8810	746	0.8107	0.5169	0.8107	0.9004
0.4381	8.9048	748	0.8292	0.4832	0.8292	0.9106
0.4381	8.9286	750	0.8454	0.4855	0.8454	0.9195
0.4381	8.9524	752	0.8514	0.4958	0.8514	0.9227
0.4381	8.9762	754	0.8577	0.4992	0.8577	0.9261
0.4381	9.0	756	0.8652	0.4865	0.8652	0.9302
0.4381	9.0238	758	0.8718	0.4865	0.8718	0.9337
0.4381	9.0476	760	0.8812	0.4855	0.8812	0.9387
0.4381	9.0714	762	0.8844	0.4908	0.8844	0.9404
0.4381	9.0952	764	0.8793	0.4855	0.8793	0.9377
0.4381	9.1190	766	0.8682	0.4855	0.8682	0.9318
0.4381	9.1429	768	0.8624	0.4865	0.8624	0.9287
0.4381	9.1667	770	0.8426	0.4865	0.8426	0.9180
0.4381	9.1905	772	0.8326	0.4992	0.8326	0.9125
0.4381	9.2143	774	0.8230	0.5186	0.8230	0.9072
0.4381	9.2381	776	0.8141	0.5201	0.8141	0.9023
0.4381	9.2619	778	0.8133	0.5201	0.8133	0.9018
0.4381	9.2857	780	0.8106	0.5201	0.8106	0.9003
0.4381	9.3095	782	0.8163	0.5201	0.8163	0.9035
0.4381	9.3333	784	0.8220	0.5201	0.8220	0.9066
0.4381	9.3571	786	0.8262	0.5247	0.8262	0.9090
0.4381	9.3810	788	0.8350	0.5182	0.8350	0.9138
0.4381	9.4048	790	0.8449	0.5057	0.8449	0.9192
0.4381	9.4286	792	0.8577	0.4934	0.8577	0.9261
0.4381	9.4524	794	0.8657	0.4927	0.8657	0.9304
0.4381	9.4762	796	0.8780	0.4927	0.8780	0.9370
0.4381	9.5	798	0.8862	0.4927	0.8862	0.9414
0.4381	9.5238	800	0.8853	0.4927	0.8853	0.9409
0.4381	9.5476	802	0.8798	0.4927	0.8798	0.9380
0.4381	9.5714	804	0.8707	0.4927	0.8707	0.9331
0.4381	9.5952	806	0.8604	0.4859	0.8604	0.9276
0.4381	9.6190	808	0.8560	0.4859	0.8560	0.9252
0.4381	9.6429	810	0.8558	0.4859	0.8558	0.9251
0.4381	9.6667	812	0.8505	0.4859	0.8505	0.9222
0.4381	9.6905	814	0.8436	0.4992	0.8436	0.9185
0.4381	9.7143	816	0.8343	0.4992	0.8343	0.9134
0.4381	9.7381	818	0.8267	0.4992	0.8267	0.9092
0.4381	9.7619	820	0.8236	0.4938	0.8236	0.9075
0.4381	9.7857	822	0.8222	0.5069	0.8222	0.9067
0.4381	9.8095	824	0.8214	0.5069	0.8214	0.9063
0.4381	9.8333	826	0.8215	0.5069	0.8215	0.9064
0.4381	9.8571	828	0.8213	0.5069	0.8213	0.9063
0.4381	9.8810	830	0.8223	0.4938	0.8223	0.9068
0.4381	9.9048	832	0.8236	0.4938	0.8236	0.9075
0.4381	9.9286	834	0.8253	0.4938	0.8253	0.9084
0.4381	9.9524	836	0.8270	0.4992	0.8270	0.9094
0.4381	9.9762	838	0.8284	0.4992	0.8284	0.9102
0.4381	10.0	840	0.8291	0.4992	0.8291	0.9106

Framework versions

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