ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k3_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: 0.7540
• Qwk: 0.5233
• Mse: 0.7540
• Rmse: 0.8683

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	0.1176	2	4.4331	0.0163	4.4331	2.1055
No log	0.2353	4	3.8323	0.0215	3.8323	1.9576
No log	0.3529	6	1.9645	0.1172	1.9645	1.4016
No log	0.4706	8	1.3188	0.0687	1.3188	1.1484
No log	0.5882	10	1.4565	-0.1148	1.4565	1.2069
No log	0.7059	12	1.4141	-0.1304	1.4141	1.1892
No log	0.8235	14	1.2877	0.1294	1.2877	1.1347
No log	0.9412	16	1.2772	0.1433	1.2772	1.1302
No log	1.0588	18	1.2462	0.1893	1.2462	1.1163
No log	1.1765	20	1.2233	0.1351	1.2233	1.1060
No log	1.2941	22	1.2011	0.1417	1.2011	1.0959
No log	1.4118	24	1.1755	0.3258	1.1755	1.0842
No log	1.5294	26	1.0995	0.2941	1.0995	1.0486
No log	1.6471	28	1.1038	0.2786	1.1038	1.0506
No log	1.7647	30	1.1273	0.1438	1.1273	1.0617
No log	1.8824	32	1.0432	0.2984	1.0432	1.0214
No log	2.0	34	1.0312	0.2640	1.0312	1.0155
No log	2.1176	36	1.0021	0.3646	1.0021	1.0011
No log	2.2353	38	0.9994	0.3902	0.9994	0.9997
No log	2.3529	40	1.0059	0.4392	1.0059	1.0029
No log	2.4706	42	0.8681	0.4604	0.8681	0.9317
No log	2.5882	44	0.8908	0.5412	0.8908	0.9438
No log	2.7059	46	0.8321	0.5730	0.8321	0.9122
No log	2.8235	48	1.5244	0.3304	1.5244	1.2346
No log	2.9412	50	1.4834	0.3590	1.4834	1.2180
No log	3.0588	52	0.9462	0.5789	0.9462	0.9727
No log	3.1765	54	0.8849	0.5789	0.8849	0.9407
No log	3.2941	56	1.0013	0.5528	1.0013	1.0007
No log	3.4118	58	0.8315	0.4273	0.8315	0.9119
No log	3.5294	60	0.8474	0.4962	0.8474	0.9205
No log	3.6471	62	1.0798	0.3357	1.0798	1.0391
No log	3.7647	64	1.4333	0.2246	1.4333	1.1972
No log	3.8824	66	1.2325	0.2921	1.2325	1.1102
No log	4.0	68	0.8172	0.4836	0.8172	0.9040
No log	4.1176	70	0.9611	0.5626	0.9611	0.9803
No log	4.2353	72	1.0923	0.4612	1.0923	1.0451
No log	4.3529	74	0.9742	0.6018	0.9742	0.9870
No log	4.4706	76	0.7714	0.6098	0.7714	0.8783
No log	4.5882	78	0.9341	0.5582	0.9341	0.9665
No log	4.7059	80	0.9955	0.4989	0.9955	0.9978
No log	4.8235	82	0.8145	0.5607	0.8145	0.9025
No log	4.9412	84	0.8696	0.5593	0.8696	0.9325
No log	5.0588	86	0.9590	0.5798	0.9590	0.9793
No log	5.1765	88	0.9876	0.5943	0.9876	0.9938
No log	5.2941	90	0.8693	0.5557	0.8693	0.9323
No log	5.4118	92	0.8172	0.5056	0.8172	0.9040
No log	5.5294	94	0.9732	0.5554	0.9732	0.9865
No log	5.6471	96	1.0869	0.4325	1.0869	1.0426
No log	5.7647	98	0.9311	0.5275	0.9311	0.9650
No log	5.8824	100	0.8189	0.5011	0.8189	0.9049
No log	6.0	102	0.9261	0.5426	0.9261	0.9623
No log	6.1176	104	1.1552	0.4718	1.1552	1.0748
No log	6.2353	106	1.1087	0.4495	1.1087	1.0530
No log	6.3529	108	0.8591	0.5455	0.8591	0.9269
No log	6.4706	110	0.9277	0.5144	0.9277	0.9632
No log	6.5882	112	1.1624	0.4597	1.1624	1.0782
No log	6.7059	114	1.0155	0.4681	1.0155	1.0077
No log	6.8235	116	0.7985	0.5322	0.7985	0.8936
No log	6.9412	118	0.8972	0.5708	0.8972	0.9472
No log	7.0588	120	0.9780	0.5245	0.9780	0.9889
No log	7.1765	122	0.8685	0.5871	0.8685	0.9319
No log	7.2941	124	0.7603	0.5596	0.7603	0.8720
No log	7.4118	126	0.7753	0.5307	0.7753	0.8805
No log	7.5294	128	0.7805	0.5495	0.7805	0.8834
No log	7.6471	130	0.8166	0.5835	0.8166	0.9037
No log	7.7647	132	0.8413	0.5428	0.8413	0.9172
No log	7.8824	134	0.8265	0.5742	0.8265	0.9091
No log	8.0	136	0.8175	0.6481	0.8175	0.9042
No log	8.1176	138	0.9350	0.6388	0.9350	0.9670
No log	8.2353	140	0.9530	0.6358	0.9530	0.9762
No log	8.3529	142	0.8914	0.6131	0.8914	0.9442
No log	8.4706	144	0.7513	0.5942	0.7513	0.8668
No log	8.5882	146	0.7145	0.5532	0.7145	0.8453
No log	8.7059	148	0.7055	0.5938	0.7055	0.8399
No log	8.8235	150	0.7249	0.5971	0.7249	0.8514
No log	8.9412	152	0.7874	0.6189	0.7874	0.8874
No log	9.0588	154	0.7503	0.5935	0.7503	0.8662
No log	9.1765	156	0.7284	0.6363	0.7284	0.8534
No log	9.2941	158	0.7636	0.5925	0.7636	0.8739
No log	9.4118	160	0.7518	0.5160	0.7518	0.8671
No log	9.5294	162	0.7512	0.5439	0.7512	0.8667
No log	9.6471	164	0.7708	0.5596	0.7708	0.8779
No log	9.7647	166	0.7796	0.5572	0.7796	0.8829
No log	9.8824	168	0.8005	0.5720	0.8005	0.8947
No log	10.0	170	0.8301	0.5430	0.8301	0.9111
No log	10.1176	172	0.8359	0.5430	0.8359	0.9143
No log	10.2353	174	0.7822	0.5596	0.7822	0.8844
No log	10.3529	176	0.7777	0.5443	0.7777	0.8819
No log	10.4706	178	0.7992	0.5632	0.7992	0.8940
No log	10.5882	180	0.7903	0.5759	0.7903	0.8890
No log	10.7059	182	0.7915	0.5573	0.7915	0.8897
No log	10.8235	184	0.7917	0.5802	0.7917	0.8898
No log	10.9412	186	0.8085	0.5753	0.8085	0.8992
No log	11.0588	188	0.7740	0.5686	0.7740	0.8798
No log	11.1765	190	0.7756	0.5223	0.7756	0.8807
No log	11.2941	192	0.7978	0.5662	0.7978	0.8932
No log	11.4118	194	0.8244	0.5920	0.8244	0.9080
No log	11.5294	196	0.7952	0.6163	0.7952	0.8918
No log	11.6471	198	0.7684	0.5878	0.7684	0.8766
No log	11.7647	200	0.7754	0.6232	0.7754	0.8805
No log	11.8824	202	0.7899	0.6163	0.7899	0.8887
No log	12.0	204	0.7802	0.6163	0.7802	0.8833
No log	12.1176	206	0.7766	0.5854	0.7766	0.8812
No log	12.2353	208	0.7826	0.5797	0.7826	0.8846
No log	12.3529	210	0.7803	0.6054	0.7803	0.8833
No log	12.4706	212	0.7694	0.6163	0.7694	0.8771
No log	12.5882	214	0.7820	0.5695	0.7820	0.8843
No log	12.7059	216	0.7895	0.5832	0.7895	0.8885
No log	12.8235	218	0.7786	0.5775	0.7786	0.8824
No log	12.9412	220	0.7732	0.5484	0.7732	0.8793
No log	13.0588	222	0.7708	0.6212	0.7708	0.8780
No log	13.1765	224	0.7725	0.5621	0.7725	0.8789
No log	13.2941	226	0.7933	0.5720	0.7933	0.8907
No log	13.4118	228	0.7951	0.5856	0.7951	0.8917
No log	13.5294	230	0.8098	0.5997	0.8098	0.8999
No log	13.6471	232	0.8278	0.5596	0.8278	0.9099
No log	13.7647	234	0.8306	0.5232	0.8306	0.9114
No log	13.8824	236	0.8496	0.5349	0.8496	0.9217
No log	14.0	238	0.8707	0.5098	0.8707	0.9331
No log	14.1176	240	0.8186	0.5232	0.8186	0.9048
No log	14.2353	242	0.8071	0.5232	0.8071	0.8984
No log	14.3529	244	0.8086	0.5232	0.8086	0.8992
No log	14.4706	246	0.8142	0.5349	0.8142	0.9023
No log	14.5882	248	0.8248	0.5349	0.8248	0.9082
No log	14.7059	250	0.8295	0.5621	0.8295	0.9108
No log	14.8235	252	0.8408	0.5420	0.8408	0.9170
No log	14.9412	254	0.8249	0.5596	0.8249	0.9083
No log	15.0588	256	0.8094	0.5349	0.8094	0.8997
No log	15.1765	258	0.8040	0.5672	0.8040	0.8967
No log	15.2941	260	0.7933	0.5232	0.7933	0.8907
No log	15.4118	262	0.8065	0.5458	0.8065	0.8980
No log	15.5294	264	0.8349	0.5332	0.8349	0.9137
No log	15.6471	266	0.8172	0.5370	0.8172	0.9040
No log	15.7647	268	0.7662	0.5647	0.7662	0.8753
No log	15.8824	270	0.7606	0.5633	0.7606	0.8721
No log	16.0	272	0.7511	0.5646	0.7511	0.8667
No log	16.1176	274	0.7615	0.5828	0.7615	0.8727
No log	16.2353	276	0.7724	0.5914	0.7724	0.8789
No log	16.3529	278	0.7595	0.5437	0.7595	0.8715
No log	16.4706	280	0.7873	0.5523	0.7873	0.8873
No log	16.5882	282	0.8042	0.5501	0.8042	0.8968
No log	16.7059	284	0.8450	0.5814	0.8450	0.9193
No log	16.8235	286	0.8272	0.5673	0.8272	0.9095
No log	16.9412	288	0.8138	0.5698	0.8138	0.9021
No log	17.0588	290	0.7727	0.5186	0.7727	0.8791
No log	17.1765	292	0.7592	0.5484	0.7592	0.8713
No log	17.2941	294	0.7623	0.5214	0.7623	0.8731
No log	17.4118	296	0.7755	0.5930	0.7755	0.8806
No log	17.5294	298	0.7891	0.5930	0.7891	0.8883
No log	17.6471	300	0.7971	0.5611	0.7971	0.8928
No log	17.7647	302	0.7689	0.5596	0.7689	0.8769
No log	17.8824	304	0.7741	0.5870	0.7741	0.8799
No log	18.0	306	0.8375	0.4975	0.8375	0.9151
No log	18.1176	308	0.8014	0.4975	0.8014	0.8952
No log	18.2353	310	0.7513	0.5800	0.7513	0.8667
No log	18.3529	312	0.7747	0.5424	0.7747	0.8802
No log	18.4706	314	0.8696	0.5933	0.8696	0.9325
No log	18.5882	316	0.8608	0.5844	0.8608	0.9278
No log	18.7059	318	0.7759	0.5562	0.7759	0.8809
No log	18.8235	320	0.7413	0.5418	0.7413	0.8610
No log	18.9412	322	0.7601	0.5299	0.7601	0.8718
No log	19.0588	324	0.7904	0.5540	0.7904	0.8890
No log	19.1765	326	0.8107	0.5207	0.8107	0.9004
No log	19.2941	328	0.8096	0.5672	0.8096	0.8998
No log	19.4118	330	0.8101	0.5647	0.8101	0.9000
No log	19.5294	332	0.8065	0.5343	0.8065	0.8980
No log	19.6471	334	0.8058	0.5056	0.8058	0.8976
No log	19.7647	336	0.8458	0.5180	0.8458	0.9197
No log	19.8824	338	0.8244	0.5180	0.8244	0.9080
No log	20.0	340	0.8121	0.5180	0.8121	0.9012
No log	20.1176	342	0.7979	0.5633	0.7979	0.8933
No log	20.2353	344	0.7936	0.5484	0.7936	0.8908
No log	20.3529	346	0.8257	0.5482	0.8257	0.9087
No log	20.4706	348	0.8349	0.5482	0.8349	0.9137
No log	20.5882	350	0.8264	0.5365	0.8264	0.9091
No log	20.7059	352	0.8252	0.4736	0.8252	0.9084
No log	20.8235	354	0.8462	0.5239	0.8462	0.9199
No log	20.9412	356	0.9114	0.5601	0.9114	0.9547
No log	21.0588	358	0.9441	0.5741	0.9441	0.9716
No log	21.1765	360	0.8993	0.6189	0.8993	0.9483
No log	21.2941	362	0.8207	0.5914	0.8207	0.9059
No log	21.4118	364	0.7813	0.5507	0.7813	0.8839
No log	21.5294	366	0.7808	0.5364	0.7808	0.8837
No log	21.6471	368	0.7896	0.5370	0.7896	0.8886
No log	21.7647	370	0.8139	0.5416	0.8139	0.9021
No log	21.8824	372	0.7973	0.5331	0.7973	0.8929
No log	22.0	374	0.7768	0.5507	0.7768	0.8814
No log	22.1176	376	0.7843	0.5178	0.7843	0.8856
No log	22.2353	378	0.7929	0.5299	0.7929	0.8904
No log	22.3529	380	0.7923	0.5178	0.7923	0.8901
No log	22.4706	382	0.8126	0.5992	0.8126	0.9014
No log	22.5882	384	0.8133	0.5886	0.8133	0.9018
No log	22.7059	386	0.7996	0.5350	0.7996	0.8942
No log	22.8235	388	0.7896	0.4982	0.7896	0.8886
No log	22.9412	390	0.7817	0.4829	0.7817	0.8842
No log	23.0588	392	0.7806	0.4829	0.7806	0.8835
No log	23.1765	394	0.7785	0.5131	0.7785	0.8823
No log	23.2941	396	0.7749	0.5131	0.7749	0.8803
No log	23.4118	398	0.7722	0.5364	0.7722	0.8787
No log	23.5294	400	0.7688	0.5364	0.7688	0.8768
No log	23.6471	402	0.7727	0.5169	0.7727	0.8791
No log	23.7647	404	0.8021	0.5942	0.8021	0.8956
No log	23.8824	406	0.8265	0.5914	0.8265	0.9091
No log	24.0	408	0.8363	0.5914	0.8363	0.9145
No log	24.1176	410	0.8092	0.5564	0.8092	0.8996
No log	24.2353	412	0.7887	0.5223	0.7887	0.8881
No log	24.3529	414	0.7958	0.5242	0.7958	0.8921
No log	24.4706	416	0.8207	0.5287	0.8207	0.9059
No log	24.5882	418	0.8699	0.5041	0.8699	0.9327
No log	24.7059	420	0.9350	0.5370	0.9350	0.9670
No log	24.8235	422	0.9391	0.5370	0.9391	0.9691
No log	24.9412	424	0.8824	0.5624	0.8824	0.9394
No log	25.0588	426	0.8105	0.5458	0.8105	0.9003
No log	25.1765	428	0.7907	0.5056	0.7907	0.8892
No log	25.2941	430	0.7955	0.5056	0.7955	0.8919
No log	25.4118	432	0.7998	0.5098	0.7998	0.8943
No log	25.5294	434	0.8462	0.6010	0.8462	0.9199
No log	25.6471	436	0.8725	0.5979	0.8725	0.9341
No log	25.7647	438	0.8881	0.6110	0.8881	0.9424
No log	25.8824	440	0.8599	0.5783	0.8599	0.9273
No log	26.0	442	0.8008	0.5386	0.8008	0.8949
No log	26.1176	444	0.7678	0.5056	0.7678	0.8762
No log	26.2353	446	0.7562	0.5513	0.7562	0.8696
No log	26.3529	448	0.7469	0.5633	0.7469	0.8642
No log	26.4706	450	0.7361	0.5581	0.7361	0.8579
No log	26.5882	452	0.7555	0.5229	0.7555	0.8692
No log	26.7059	454	0.7796	0.5942	0.7796	0.8829
No log	26.8235	456	0.7686	0.5312	0.7686	0.8767
No log	26.9412	458	0.7734	0.5331	0.7734	0.8794
No log	27.0588	460	0.8018	0.5670	0.8018	0.8955
No log	27.1765	462	0.7812	0.5695	0.7812	0.8838
No log	27.2941	464	0.7535	0.5232	0.7535	0.8681
No log	27.4118	466	0.7615	0.5513	0.7615	0.8726
No log	27.5294	468	0.7610	0.5462	0.7610	0.8723
No log	27.6471	470	0.7657	0.5056	0.7657	0.8751
No log	27.7647	472	0.7681	0.5056	0.7681	0.8764
No log	27.8824	474	0.7724	0.5026	0.7724	0.8789
No log	28.0	476	0.7977	0.4996	0.7977	0.8932
No log	28.1176	478	0.8291	0.5587	0.8291	0.9105
No log	28.2353	480	0.8194	0.5587	0.8194	0.9052
No log	28.3529	482	0.7883	0.5458	0.7883	0.8878
No log	28.4706	484	0.7559	0.4933	0.7559	0.8694
No log	28.5882	486	0.7406	0.4728	0.7406	0.8606
No log	28.7059	488	0.7388	0.4728	0.7388	0.8596
No log	28.8235	490	0.7443	0.5026	0.7443	0.8627
No log	28.9412	492	0.7513	0.5621	0.7513	0.8668
No log	29.0588	494	0.7658	0.5720	0.7658	0.8751
No log	29.1765	496	0.7679	0.5391	0.7679	0.8763
No log	29.2941	498	0.7675	0.5204	0.7675	0.8761
0.2958	29.4118	500	0.7688	0.5026	0.7688	0.8768
0.2958	29.5294	502	0.7668	0.5026	0.7668	0.8757
0.2958	29.6471	504	0.7710	0.5026	0.7710	0.8781
0.2958	29.7647	506	0.7942	0.5194	0.7942	0.8912
0.2958	29.8824	508	0.8427	0.6142	0.8427	0.9180
0.2958	30.0	510	0.8856	0.6079	0.8856	0.9410
0.2958	30.1176	512	0.8762	0.6013	0.8762	0.9360
0.2958	30.2353	514	0.8249	0.5451	0.8249	0.9082
0.2958	30.3529	516	0.7933	0.5690	0.7933	0.8907
0.2958	30.4706	518	0.7806	0.6175	0.7806	0.8835
0.2958	30.5882	520	0.7689	0.6110	0.7689	0.8768
0.2958	30.7059	522	0.7437	0.5596	0.7437	0.8624
0.2958	30.8235	524	0.7404	0.5507	0.7404	0.8604
0.2958	30.9412	526	0.7396	0.5131	0.7396	0.8600
0.2958	31.0588	528	0.7500	0.4853	0.7500	0.8660
0.2958	31.1765	530	0.7634	0.4705	0.7634	0.8737
0.2958	31.2941	532	0.7766	0.5233	0.7766	0.8813
0.2958	31.4118	534	0.8206	0.5390	0.8206	0.9059
0.2958	31.5294	536	0.8835	0.5731	0.8835	0.9400
0.2958	31.6471	538	0.8864	0.5370	0.8864	0.9415
0.2958	31.7647	540	0.8623	0.5248	0.8623	0.9286
0.2958	31.8824	542	0.8386	0.5287	0.8386	0.9158
0.2958	32.0	544	0.8262	0.5308	0.8262	0.9089
0.2958	32.1176	546	0.8111	0.5308	0.8111	0.9006
0.2958	32.2353	548	0.7910	0.5308	0.7910	0.8894
0.2958	32.3529	550	0.7681	0.5204	0.7681	0.8764
0.2958	32.4706	552	0.7569	0.5223	0.7569	0.8700
0.2958	32.5882	554	0.7613	0.5548	0.7613	0.8725
0.2958	32.7059	556	0.7888	0.5971	0.7888	0.8881
0.2958	32.8235	558	0.7843	0.5971	0.7843	0.8856
0.2958	32.9412	560	0.7535	0.6001	0.7535	0.8680
0.2958	33.0588	562	0.7176	0.5885	0.7176	0.8471
0.2958	33.1765	564	0.7071	0.5439	0.7071	0.8409
0.2958	33.2941	566	0.7054	0.5885	0.7054	0.8399
0.2958	33.4118	568	0.7303	0.5914	0.7303	0.8546
0.2958	33.5294	570	0.7724	0.5979	0.7724	0.8788
0.2958	33.6471	572	0.8130	0.6079	0.8130	0.9017
0.2958	33.7647	574	0.7974	0.5979	0.7974	0.8930
0.2958	33.8824	576	0.7487	0.5571	0.7487	0.8653
0.2958	34.0	578	0.7231	0.5738	0.7231	0.8504
0.2958	34.1176	580	0.7210	0.5854	0.7210	0.8491
0.2958	34.2353	582	0.7200	0.5854	0.7200	0.8485
0.2958	34.3529	584	0.7224	0.5791	0.7224	0.8499
0.2958	34.4706	586	0.7235	0.5791	0.7235	0.8506
0.2958	34.5882	588	0.7256	0.5796	0.7256	0.8518
0.2958	34.7059	590	0.7321	0.5606	0.7321	0.8557
0.2958	34.8235	592	0.7424	0.5458	0.7424	0.8616
0.2958	34.9412	594	0.7518	0.4996	0.7518	0.8670
0.2958	35.0588	596	0.7562	0.5408	0.7562	0.8696
0.2958	35.1765	598	0.7468	0.5408	0.7468	0.8642
0.2958	35.2941	600	0.7273	0.5579	0.7273	0.8528
0.2958	35.4118	602	0.7211	0.5826	0.7211	0.8492
0.2958	35.5294	604	0.7212	0.5826	0.7212	0.8492
0.2958	35.6471	606	0.7207	0.5826	0.7207	0.8489
0.2958	35.7647	608	0.7232	0.5703	0.7232	0.8504
0.2958	35.8824	610	0.7593	0.5571	0.7593	0.8714
0.2958	36.0	612	0.8044	0.5476	0.8044	0.8969
0.2958	36.1176	614	0.8278	0.6005	0.8278	0.9098
0.2958	36.2353	616	0.8239	0.5272	0.8239	0.9077
0.2958	36.3529	618	0.8170	0.5086	0.8170	0.9039
0.2958	36.4706	620	0.7784	0.4951	0.7784	0.8823
0.2958	36.5882	622	0.7468	0.5233	0.7468	0.8642
0.2958	36.7059	624	0.7377	0.5826	0.7377	0.8589
0.2958	36.8235	626	0.7357	0.5149	0.7357	0.8577
0.2958	36.9412	628	0.7399	0.5596	0.7399	0.8602
0.2958	37.0588	630	0.7503	0.5571	0.7503	0.8662
0.2958	37.1765	632	0.7472	0.5596	0.7472	0.8644
0.2958	37.2941	634	0.7332	0.5026	0.7332	0.8563
0.2958	37.4118	636	0.7342	0.5336	0.7342	0.8568
0.2958	37.5294	638	0.7334	0.5579	0.7334	0.8564
0.2958	37.6471	640	0.7263	0.5703	0.7263	0.8523
0.2958	37.7647	642	0.7173	0.5703	0.7173	0.8469
0.2958	37.8824	644	0.7096	0.5741	0.7096	0.8424
0.2958	38.0	646	0.7119	0.6230	0.7119	0.8437
0.2958	38.1176	648	0.7037	0.5944	0.7037	0.8389
0.2958	38.2353	650	0.6886	0.6119	0.6886	0.8298
0.2958	38.3529	652	0.6858	0.5852	0.6858	0.8281
0.2958	38.4706	654	0.6837	0.5852	0.6837	0.8268
0.2958	38.5882	656	0.6791	0.5821	0.6791	0.8241
0.2958	38.7059	658	0.6879	0.5830	0.6879	0.8294
0.2958	38.8235	660	0.7087	0.6131	0.7087	0.8418
0.2958	38.9412	662	0.7352	0.6230	0.7352	0.8574
0.2958	39.0588	664	0.7278	0.6230	0.7278	0.8531
0.2958	39.1765	666	0.7004	0.6131	0.7004	0.8369
0.2958	39.2941	668	0.6936	0.5987	0.6936	0.8328
0.2958	39.4118	670	0.6894	0.5675	0.6894	0.8303
0.2958	39.5294	672	0.6923	0.5510	0.6923	0.8321
0.2958	39.6471	674	0.6948	0.5387	0.6948	0.8336
0.2958	39.7647	676	0.7072	0.5987	0.7072	0.8409
0.2958	39.8824	678	0.7368	0.5365	0.7368	0.8584
0.2958	40.0	680	0.7594	0.5344	0.7594	0.8714
0.2958	40.1176	682	0.7645	0.5344	0.7645	0.8744
0.2958	40.2353	684	0.7592	0.5194	0.7592	0.8713
0.2958	40.3529	686	0.7597	0.5176	0.7597	0.8716
0.2958	40.4706	688	0.7680	0.5176	0.7680	0.8764
0.2958	40.5882	690	0.7955	0.5267	0.7955	0.8919
0.2958	40.7059	692	0.8280	0.5661	0.8280	0.9099
0.2958	40.8235	694	0.8376	0.5636	0.8376	0.9152
0.2958	40.9412	696	0.8221	0.5359	0.8221	0.9067
0.2958	41.0588	698	0.8023	0.5267	0.8023	0.8957
0.2958	41.1765	700	0.7855	0.5455	0.7855	0.8863
0.2958	41.2941	702	0.7729	0.5749	0.7729	0.8791
0.2958	41.4118	704	0.7731	0.5501	0.7731	0.8792
0.2958	41.5294	706	0.7648	0.5523	0.7648	0.8746
0.2958	41.6471	708	0.7639	0.5547	0.7639	0.8740
0.2958	41.7647	710	0.7713	0.5547	0.7713	0.8782
0.2958	41.8824	712	0.7682	0.5611	0.7682	0.8765
0.2958	42.0	714	0.7658	0.5635	0.7658	0.8751
0.2958	42.1176	716	0.7520	0.5660	0.7520	0.8672
0.2958	42.2353	718	0.7357	0.5769	0.7357	0.8577
0.2958	42.3529	720	0.7345	0.5773	0.7345	0.8570
0.2958	42.4706	722	0.7224	0.5418	0.7224	0.8500
0.2958	42.5882	724	0.7197	0.5532	0.7197	0.8483
0.2958	42.7059	726	0.7171	0.5413	0.7171	0.8468
0.2958	42.8235	728	0.7174	0.5413	0.7174	0.8470
0.2958	42.9412	730	0.7382	0.5635	0.7382	0.8592
0.2958	43.0588	732	0.7801	0.6110	0.7801	0.8832
0.2958	43.1765	734	0.7945	0.6110	0.7945	0.8913
0.2958	43.2941	736	0.7845	0.6110	0.7845	0.8857
0.2958	43.4118	738	0.7880	0.5949	0.7880	0.8877
0.2958	43.5294	740	0.7665	0.5979	0.7665	0.8755
0.2958	43.6471	742	0.7408	0.6041	0.7408	0.8607
0.2958	43.7647	744	0.7259	0.5528	0.7259	0.8520
0.2958	43.8824	746	0.7190	0.5528	0.7190	0.8479
0.2958	44.0	748	0.7143	0.5528	0.7143	0.8451
0.2958	44.1176	750	0.7045	0.5648	0.7045	0.8394
0.2958	44.2353	752	0.7018	0.5648	0.7018	0.8377
0.2958	44.3529	754	0.7154	0.5611	0.7154	0.8458
0.2958	44.4706	756	0.7259	0.5696	0.7259	0.8520
0.2958	44.5882	758	0.7327	0.5836	0.7327	0.8560
0.2958	44.7059	760	0.7460	0.5836	0.7460	0.8637
0.2958	44.8235	762	0.7327	0.5671	0.7327	0.8560
0.2958	44.9412	764	0.7369	0.5949	0.7369	0.8584
0.2958	45.0588	766	0.7482	0.5635	0.7482	0.8650
0.2958	45.1765	768	0.7548	0.5716	0.7548	0.8688
0.2958	45.2941	770	0.7641	0.5329	0.7641	0.8741
0.2958	45.4118	772	0.7778	0.5329	0.7778	0.8819
0.2958	45.5294	774	0.7862	0.5329	0.7862	0.8867
0.2958	45.6471	776	0.7865	0.5287	0.7865	0.8869
0.2958	45.7647	778	0.7765	0.5287	0.7765	0.8812
0.2958	45.8824	780	0.7676	0.5194	0.7676	0.8761
0.2958	46.0	782	0.7697	0.5287	0.7697	0.8773
0.2958	46.1176	784	0.7680	0.5194	0.7680	0.8764
0.2958	46.2353	786	0.7636	0.5233	0.7636	0.8739
0.2958	46.3529	788	0.7653	0.5329	0.7653	0.8748
0.2958	46.4706	790	0.7674	0.5329	0.7674	0.8760
0.2958	46.5882	792	0.7754	0.5287	0.7754	0.8806
0.2958	46.7059	794	0.7752	0.5329	0.7752	0.8805
0.2958	46.8235	796	0.7810	0.5380	0.7810	0.8837
0.2958	46.9412	798	0.7839	0.5380	0.7839	0.8854
0.2958	47.0588	800	0.7836	0.5752	0.7836	0.8852
0.2958	47.1765	802	0.7754	0.5661	0.7754	0.8806
0.2958	47.2941	804	0.7676	0.5661	0.7676	0.8762
0.2958	47.4118	806	0.7639	0.5838	0.7639	0.8740
0.2958	47.5294	808	0.7583	0.5749	0.7583	0.8708
0.2958	47.6471	810	0.7443	0.5746	0.7443	0.8628
0.2958	47.7647	812	0.7355	0.5596	0.7355	0.8576
0.2958	47.8824	814	0.7288	0.5242	0.7288	0.8537
0.2958	48.0	816	0.7297	0.5242	0.7297	0.8542
0.2958	48.1176	818	0.7330	0.5242	0.7330	0.8562
0.2958	48.2353	820	0.7370	0.5233	0.7370	0.8585
0.2958	48.3529	822	0.7442	0.5233	0.7442	0.8627
0.2958	48.4706	824	0.7672	0.5596	0.7672	0.8759
0.2958	48.5882	826	0.7759	0.5749	0.7759	0.8809
0.2958	48.7059	828	0.7668	0.5777	0.7668	0.8757
0.2958	48.8235	830	0.7477	0.5596	0.7477	0.8647
0.2958	48.9412	832	0.7395	0.5596	0.7395	0.8600
0.2958	49.0588	834	0.7295	0.5622	0.7295	0.8541
0.2958	49.1765	836	0.7277	0.5773	0.7277	0.8531
0.2958	49.2941	838	0.7333	0.5746	0.7333	0.8563
0.2958	49.4118	840	0.7342	0.5746	0.7342	0.8569
0.2958	49.5294	842	0.7285	0.5746	0.7285	0.8535
0.2958	49.6471	844	0.7153	0.5484	0.7153	0.8458
0.2958	49.7647	846	0.7162	0.5271	0.7162	0.8463
0.2958	49.8824	848	0.7300	0.5540	0.7300	0.8544
0.2958	50.0	850	0.7275	0.5420	0.7275	0.8529
0.2958	50.1176	852	0.7164	0.5673	0.7164	0.8464
0.2958	50.2353	854	0.7280	0.5462	0.7280	0.8532
0.2958	50.3529	856	0.7650	0.5503	0.7650	0.8747
0.2958	50.4706	858	0.7802	0.5753	0.7802	0.8833
0.2958	50.5882	860	0.7782	0.5810	0.7782	0.8822
0.2958	50.7059	862	0.7689	0.5688	0.7689	0.8769
0.2958	50.8235	864	0.7550	0.5213	0.7550	0.8689
0.2958	50.9412	866	0.7515	0.5011	0.7515	0.8669
0.2958	51.0588	868	0.7512	0.5011	0.7512	0.8667
0.2958	51.1765	870	0.7481	0.5027	0.7481	0.8649
0.2958	51.2941	872	0.7437	0.5213	0.7437	0.8624
0.2958	51.4118	874	0.7445	0.5596	0.7445	0.8628
0.2958	51.5294	876	0.7547	0.5523	0.7547	0.8687
0.2958	51.6471	878	0.7554	0.5892	0.7554	0.8691
0.2958	51.7647	880	0.7498	0.5892	0.7498	0.8659
0.2958	51.8824	882	0.7366	0.5892	0.7366	0.8583
0.2958	52.0	884	0.7387	0.5892	0.7387	0.8595
0.2958	52.1176	886	0.7438	0.5523	0.7438	0.8625
0.2958	52.2353	888	0.7469	0.5749	0.7469	0.8642
0.2958	52.3529	890	0.7505	0.5749	0.7505	0.8663
0.2958	52.4706	892	0.7602	0.5749	0.7602	0.8719
0.2958	52.5882	894	0.7736	0.5696	0.7736	0.8795
0.2958	52.7059	896	0.7925	0.5756	0.7925	0.8902
0.2958	52.8235	898	0.8005	0.5892	0.8005	0.8947
0.2958	52.9412	900	0.8001	0.5756	0.8001	0.8945
0.2958	53.0588	902	0.7977	0.5756	0.7977	0.8931
0.2958	53.1765	904	0.7997	0.5756	0.7997	0.8943
0.2958	53.2941	906	0.8050	0.5865	0.8050	0.8972
0.2958	53.4118	908	0.8004	0.5731	0.8004	0.8946
0.2958	53.5294	910	0.7999	0.5706	0.7999	0.8944
0.2958	53.6471	912	0.7982	0.5731	0.7982	0.8934
0.2958	53.7647	914	0.7898	0.5756	0.7898	0.8887
0.2958	53.8824	916	0.7788	0.5783	0.7788	0.8825
0.2958	54.0	918	0.7655	0.5921	0.7655	0.8749
0.2958	54.1176	920	0.7564	0.5749	0.7564	0.8697
0.2958	54.2353	922	0.7616	0.5749	0.7616	0.8727
0.2958	54.3529	924	0.7616	0.5749	0.7616	0.8727
0.2958	54.4706	926	0.7616	0.5777	0.7616	0.8727
0.2958	54.5882	928	0.7650	0.5868	0.7650	0.8746
0.2958	54.7059	930	0.7667	0.5868	0.7667	0.8756
0.2958	54.8235	932	0.7730	0.5868	0.7730	0.8792
0.2958	54.9412	934	0.7664	0.5868	0.7664	0.8754
0.2958	55.0588	936	0.7568	0.5898	0.7568	0.8699
0.2958	55.1765	938	0.7539	0.5835	0.7539	0.8683
0.2958	55.2941	940	0.7523	0.5805	0.7523	0.8673
0.2958	55.4118	942	0.7588	0.5805	0.7588	0.8711
0.2958	55.5294	944	0.7737	0.5777	0.7737	0.8796
0.2958	55.6471	946	0.7807	0.5777	0.7807	0.8836
0.2958	55.7647	948	0.7775	0.5386	0.7775	0.8817
0.2958	55.8824	950	0.7653	0.5431	0.7653	0.8748
0.2958	56.0	952	0.7603	0.5435	0.7603	0.8719
0.2958	56.1176	954	0.7603	0.5830	0.7603	0.8720
0.2958	56.2353	956	0.7618	0.5283	0.7618	0.8728
0.2958	56.3529	958	0.7656	0.5283	0.7656	0.8750
0.2958	56.4706	960	0.7593	0.5283	0.7593	0.8714
0.2958	56.5882	962	0.7596	0.5283	0.7596	0.8716
0.2958	56.7059	964	0.7656	0.5572	0.7656	0.8750
0.2958	56.8235	966	0.7712	0.5548	0.7712	0.8782
0.2958	56.9412	968	0.7710	0.5801	0.7710	0.8781
0.2958	57.0588	970	0.7722	0.5413	0.7722	0.8787
0.2958	57.1765	972	0.7723	0.5413	0.7723	0.8788
0.2958	57.2941	974	0.7732	0.5435	0.7732	0.8793
0.2958	57.4118	976	0.7725	0.5435	0.7725	0.8789
0.2958	57.5294	978	0.7784	0.5435	0.7784	0.8823
0.2958	57.6471	980	0.7802	0.5830	0.7802	0.8833
0.2958	57.7647	982	0.7649	0.5435	0.7649	0.8746
0.2958	57.8824	984	0.7533	0.5435	0.7533	0.8679
0.2958	58.0	986	0.7454	0.5462	0.7454	0.8634
0.2958	58.1176	988	0.7399	0.5462	0.7399	0.8602
0.2958	58.2353	990	0.7358	0.5462	0.7358	0.8578
0.2958	58.3529	992	0.7357	0.5766	0.7357	0.8577
0.2958	58.4706	994	0.7440	0.5830	0.7440	0.8625
0.2958	58.5882	996	0.7482	0.5805	0.7482	0.8650
0.2958	58.7059	998	0.7423	0.5835	0.7423	0.8616
0.0469	58.8235	1000	0.7350	0.5431	0.7350	0.8573
0.0469	58.9412	1002	0.7348	0.5431	0.7348	0.8572
0.0469	59.0588	1004	0.7337	0.5431	0.7337	0.8566
0.0469	59.1765	1006	0.7378	0.5835	0.7378	0.8589
0.0469	59.2941	1008	0.7480	0.5835	0.7480	0.8649
0.0469	59.4118	1010	0.7546	0.5835	0.7546	0.8687
0.0469	59.5294	1012	0.7577	0.5835	0.7577	0.8705
0.0469	59.6471	1014	0.7544	0.5835	0.7544	0.8686
0.0469	59.7647	1016	0.7590	0.5835	0.7590	0.8712
0.0469	59.8824	1018	0.7682	0.5777	0.7682	0.8764
0.0469	60.0	1020	0.7816	0.5523	0.7816	0.8841
0.0469	60.1176	1022	0.7901	0.5501	0.7901	0.8889
0.0469	60.2353	1024	0.7769	0.5523	0.7769	0.8814
0.0469	60.3529	1026	0.7625	0.5777	0.7625	0.8732
0.0469	60.4706	1028	0.7505	0.5408	0.7505	0.8663
0.0469	60.5882	1030	0.7471	0.5233	0.7471	0.8643
0.0469	60.7059	1032	0.7469	0.5233	0.7469	0.8642
0.0469	60.8235	1034	0.7515	0.5233	0.7515	0.8669
0.0469	60.9412	1036	0.7540	0.5233	0.7540	0.8683

Framework versions

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