ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.8449
• Qwk: 0.3558
• Mse: 0.8449
• Rmse: 0.9192

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	0.08	2	4.7405	0.0010	4.7405	2.1773
No log	0.16	4	2.7184	0.0038	2.7184	1.6488
No log	0.24	6	1.9549	-0.0233	1.9549	1.3982
No log	0.32	8	1.6921	0.0062	1.6921	1.3008
No log	0.4	10	1.3760	-0.0216	1.3760	1.1730
No log	0.48	12	1.2989	0.0426	1.2989	1.1397
No log	0.56	14	1.7963	0.1304	1.7963	1.3403
No log	0.64	16	1.6289	0.1279	1.6289	1.2763
No log	0.72	18	1.2663	0.0561	1.2663	1.1253
No log	0.8	20	1.2199	0.2935	1.2199	1.1045
No log	0.88	22	1.1661	0.3035	1.1661	1.0799
No log	0.96	24	1.4079	0.1255	1.4079	1.1866
No log	1.04	26	1.5694	0.1080	1.5694	1.2527
No log	1.12	28	1.3982	0.0750	1.3982	1.1825
No log	1.2	30	1.1391	0.2476	1.1391	1.0673
No log	1.28	32	1.1186	0.2476	1.1186	1.0576
No log	1.3600	34	1.1558	0.2672	1.1558	1.0751
No log	1.44	36	1.2651	0.0297	1.2651	1.1248
No log	1.52	38	1.4068	0.0750	1.4068	1.1861
No log	1.6	40	1.4966	0.1364	1.4966	1.2233
No log	1.6800	42	1.4232	0.1196	1.4232	1.1930
No log	1.76	44	1.5071	0.1224	1.5071	1.2276
No log	1.8400	46	1.6636	0.2045	1.6636	1.2898
No log	1.92	48	1.5897	0.1418	1.5897	1.2608
No log	2.0	50	1.3568	0.1364	1.3568	1.1648
No log	2.08	52	1.1355	0.1636	1.1355	1.0656
No log	2.16	54	1.0273	0.3059	1.0273	1.0136
No log	2.24	56	0.9959	0.3516	0.9959	0.9980
No log	2.32	58	1.0602	0.1257	1.0602	1.0296
No log	2.4	60	1.1870	0.1801	1.1870	1.0895
No log	2.48	62	1.2586	0.1851	1.2586	1.1219
No log	2.56	64	1.1502	0.2152	1.1502	1.0725
No log	2.64	66	1.0219	0.4175	1.0219	1.0109
No log	2.7200	68	1.0246	0.4175	1.0246	1.0122
No log	2.8	70	1.1010	0.2962	1.1010	1.0493
No log	2.88	72	1.4993	0.3441	1.4993	1.2245
No log	2.96	74	1.6961	0.3149	1.6961	1.3023
No log	3.04	76	1.6153	0.3364	1.6153	1.2709
No log	3.12	78	1.2180	0.3469	1.2180	1.1036
No log	3.2	80	0.9274	0.4537	0.9274	0.9630
No log	3.2800	82	0.8756	0.4596	0.8756	0.9357
No log	3.36	84	0.7912	0.4606	0.7912	0.8895
No log	3.44	86	0.8022	0.5072	0.8022	0.8956
No log	3.52	88	0.7448	0.5288	0.7448	0.8630
No log	3.6	90	0.7683	0.5288	0.7683	0.8765
No log	3.68	92	0.7552	0.5634	0.7552	0.8690
No log	3.76	94	0.8876	0.4494	0.8876	0.9421
No log	3.84	96	0.9159	0.4494	0.9159	0.9570
No log	3.92	98	0.9177	0.4408	0.9177	0.9579
No log	4.0	100	0.9897	0.4988	0.9897	0.9949
No log	4.08	102	1.0772	0.4795	1.0772	1.0379
No log	4.16	104	1.0998	0.4436	1.0998	1.0487
No log	4.24	106	0.9900	0.4618	0.9900	0.9950
No log	4.32	108	0.8869	0.4661	0.8869	0.9417
No log	4.4	110	0.9016	0.4418	0.9016	0.9495
No log	4.48	112	0.8494	0.4745	0.8494	0.9216
No log	4.5600	114	0.7750	0.5312	0.7750	0.8803
No log	4.64	116	0.7881	0.5255	0.7881	0.8878
No log	4.72	118	1.0300	0.5370	1.0300	1.0149
No log	4.8	120	1.1780	0.4505	1.1780	1.0853
No log	4.88	122	0.8322	0.5921	0.8322	0.9122
No log	4.96	124	0.7484	0.5479	0.7484	0.8651
No log	5.04	126	0.7408	0.5982	0.7408	0.8607
No log	5.12	128	0.9430	0.5230	0.9430	0.9711
No log	5.2	130	1.1761	0.4815	1.1761	1.0845
No log	5.28	132	0.9044	0.5769	0.9044	0.9510
No log	5.36	134	0.7967	0.5948	0.7967	0.8926
No log	5.44	136	0.8188	0.5486	0.8188	0.9049
No log	5.52	138	1.0377	0.5245	1.0377	1.0187
No log	5.6	140	1.2153	0.3833	1.2153	1.1024
No log	5.68	142	1.1127	0.3872	1.1127	1.0549
No log	5.76	144	0.8244	0.5055	0.8244	0.9079
No log	5.84	146	0.8410	0.4774	0.8410	0.9170
No log	5.92	148	0.8321	0.4816	0.8321	0.9122
No log	6.0	150	0.8738	0.4529	0.8738	0.9348
No log	6.08	152	1.3099	0.3421	1.3099	1.1445
No log	6.16	154	1.4140	0.3095	1.4140	1.1891
No log	6.24	156	1.1496	0.4269	1.1496	1.0722
No log	6.32	158	0.8050	0.5988	0.8050	0.8972
No log	6.4	160	0.8093	0.6142	0.8093	0.8996
No log	6.48	162	0.8112	0.5860	0.8112	0.9007
No log	6.5600	164	0.8608	0.5665	0.8608	0.9278
No log	6.64	166	0.8876	0.5062	0.8876	0.9421
No log	6.72	168	0.8772	0.4686	0.8772	0.9366
No log	6.8	170	0.8844	0.4534	0.8844	0.9404
No log	6.88	172	0.8951	0.4703	0.8951	0.9461
No log	6.96	174	1.0111	0.4716	1.0111	1.0055
No log	7.04	176	1.0373	0.4820	1.0373	1.0185
No log	7.12	178	0.9400	0.5018	0.9400	0.9695
No log	7.2	180	0.8158	0.4598	0.8158	0.9032
No log	7.28	182	0.8269	0.5098	0.8269	0.9093
No log	7.36	184	0.8185	0.4701	0.8185	0.9047
No log	7.44	186	0.7997	0.4429	0.7997	0.8943
No log	7.52	188	0.8157	0.4961	0.8157	0.9032
No log	7.6	190	0.8296	0.5409	0.8296	0.9108
No log	7.68	192	0.8368	0.5228	0.8368	0.9148
No log	7.76	194	0.7817	0.4912	0.7817	0.8841
No log	7.84	196	0.7979	0.4434	0.7979	0.8932
No log	7.92	198	0.8050	0.4701	0.8050	0.8972
No log	8.0	200	0.7934	0.4977	0.7934	0.8907
No log	8.08	202	0.8534	0.4855	0.8534	0.9238
No log	8.16	204	0.9559	0.4625	0.9559	0.9777
No log	8.24	206	0.8559	0.5262	0.8559	0.9252
No log	8.32	208	0.7935	0.5381	0.7935	0.8908
No log	8.4	210	0.8726	0.5029	0.8726	0.9341
No log	8.48	212	0.8311	0.4820	0.8311	0.9117
No log	8.56	214	0.7985	0.5895	0.7985	0.8936
No log	8.64	216	1.2502	0.4113	1.2502	1.1181
No log	8.72	218	1.5527	0.3239	1.5527	1.2461
No log	8.8	220	1.4083	0.3375	1.4083	1.1867
No log	8.88	222	1.0065	0.4796	1.0065	1.0032
No log	8.96	224	0.8038	0.5351	0.8038	0.8965
No log	9.04	226	0.9496	0.4490	0.9496	0.9745
No log	9.12	228	0.9663	0.4357	0.9663	0.9830
No log	9.2	230	0.8531	0.5622	0.8531	0.9236
No log	9.28	232	0.7819	0.4258	0.7819	0.8842
No log	9.36	234	0.8409	0.5238	0.8409	0.9170
No log	9.44	236	0.9675	0.5347	0.9675	0.9836
No log	9.52	238	0.9090	0.5230	0.9090	0.9534
No log	9.6	240	0.8345	0.5541	0.8345	0.9135
No log	9.68	242	0.8647	0.5355	0.8647	0.9299
No log	9.76	244	0.9154	0.5094	0.9154	0.9568
No log	9.84	246	1.0187	0.4767	1.0187	1.0093
No log	9.92	248	0.9980	0.4171	0.9980	0.9990
No log	10.0	250	0.9644	0.4100	0.9644	0.9821
No log	10.08	252	0.9448	0.4175	0.9448	0.9720
No log	10.16	254	0.9248	0.4175	0.9248	0.9617
No log	10.24	256	0.9440	0.3653	0.9440	0.9716
No log	10.32	258	1.0608	0.4033	1.0608	1.0299
No log	10.4	260	1.1298	0.4357	1.1298	1.0629
No log	10.48	262	1.0689	0.4073	1.0689	1.0339
No log	10.56	264	0.9430	0.4817	0.9430	0.9711
No log	10.64	266	0.8567	0.4397	0.8567	0.9256
No log	10.72	268	0.8445	0.4745	0.8445	0.9190
No log	10.8	270	0.8547	0.3998	0.8547	0.9245
No log	10.88	272	0.8365	0.4077	0.8365	0.9146
No log	10.96	274	0.9183	0.4940	0.9183	0.9583
No log	11.04	276	0.9960	0.4787	0.9960	0.9980
No log	11.12	278	0.9319	0.4733	0.9319	0.9654
No log	11.2	280	0.8266	0.4197	0.8266	0.9092
No log	11.28	282	0.8455	0.4141	0.8455	0.9195
No log	11.36	284	0.9355	0.4261	0.9355	0.9672
No log	11.44	286	0.9468	0.3897	0.9468	0.9730
No log	11.52	288	0.8620	0.5130	0.8620	0.9284
No log	11.6	290	0.8036	0.4626	0.8036	0.8964
No log	11.68	292	0.9560	0.4676	0.9560	0.9777
No log	11.76	294	1.1631	0.4310	1.1631	1.0785
No log	11.84	296	1.1690	0.4667	1.1690	1.0812
No log	11.92	298	1.0522	0.4852	1.0522	1.0258
No log	12.0	300	0.8140	0.5185	0.8140	0.9022
No log	12.08	302	0.7851	0.5192	0.7851	0.8861
No log	12.16	304	0.8173	0.5467	0.8173	0.9040
No log	12.24	306	0.8176	0.5161	0.8176	0.9042
No log	12.32	308	0.7887	0.4180	0.7887	0.8881
No log	12.4	310	0.7901	0.4599	0.7901	0.8889
No log	12.48	312	0.8021	0.4686	0.8021	0.8956
No log	12.56	314	0.8278	0.4368	0.8278	0.9098
No log	12.64	316	0.8366	0.4397	0.8366	0.9147
No log	12.72	318	0.8528	0.4327	0.8528	0.9235
No log	12.8	320	0.8822	0.4327	0.8822	0.9393
No log	12.88	322	0.8886	0.4286	0.8886	0.9427
No log	12.96	324	0.8694	0.4286	0.8694	0.9324
No log	13.04	326	0.8257	0.4385	0.8257	0.9087
No log	13.12	328	0.7768	0.5578	0.7768	0.8814
No log	13.2	330	0.7454	0.6025	0.7454	0.8634
No log	13.28	332	0.7547	0.5918	0.7547	0.8687
No log	13.36	334	0.7535	0.5721	0.7535	0.8680
No log	13.44	336	0.7533	0.5721	0.7533	0.8679
No log	13.52	338	0.7760	0.4962	0.7760	0.8809
No log	13.6	340	0.7859	0.4521	0.7859	0.8865
No log	13.68	342	0.8150	0.4701	0.8150	0.9028
No log	13.76	344	0.8504	0.4701	0.8504	0.9222
No log	13.84	346	0.8281	0.5375	0.8281	0.9100
No log	13.92	348	0.7775	0.4715	0.7775	0.8817
No log	14.0	350	0.7918	0.5318	0.7918	0.8898
No log	14.08	352	0.8784	0.5603	0.8784	0.9372
No log	14.16	354	0.8544	0.5603	0.8544	0.9244
No log	14.24	356	0.7643	0.5271	0.7643	0.8743
No log	14.32	358	0.7515	0.5424	0.7515	0.8669
No log	14.4	360	0.7541	0.5993	0.7541	0.8684
No log	14.48	362	0.7595	0.5543	0.7595	0.8715
No log	14.56	364	0.7813	0.5657	0.7813	0.8839
No log	14.64	366	0.8003	0.6083	0.8003	0.8946
No log	14.72	368	0.7990	0.5554	0.7990	0.8938
No log	14.8	370	0.7760	0.5618	0.7760	0.8809
No log	14.88	372	0.7603	0.5150	0.7603	0.8719
No log	14.96	374	0.7567	0.4652	0.7567	0.8699
No log	15.04	376	0.7460	0.5703	0.7460	0.8637
No log	15.12	378	0.7442	0.5607	0.7442	0.8627
No log	15.2	380	0.7448	0.5816	0.7448	0.8630
No log	15.28	382	0.7611	0.6160	0.7611	0.8724
No log	15.36	384	0.7588	0.6117	0.7588	0.8711
No log	15.44	386	0.7616	0.6172	0.7616	0.8727
No log	15.52	388	0.7622	0.5538	0.7622	0.8730
No log	15.6	390	0.7714	0.5633	0.7714	0.8783
No log	15.68	392	0.7747	0.5538	0.7747	0.8802
No log	15.76	394	0.7751	0.4961	0.7751	0.8804
No log	15.84	396	0.7945	0.4825	0.7945	0.8913
No log	15.92	398	0.8116	0.4825	0.8116	0.9009
No log	16.0	400	0.8228	0.4666	0.8228	0.9071
No log	16.08	402	0.8147	0.4706	0.8147	0.9026
No log	16.16	404	0.7894	0.4741	0.7894	0.8885
No log	16.24	406	0.7638	0.5069	0.7638	0.8739
No log	16.32	408	0.7453	0.5840	0.7453	0.8633
No log	16.4	410	0.7353	0.5956	0.7353	0.8575
No log	16.48	412	0.7478	0.6151	0.7478	0.8648
No log	16.56	414	0.7847	0.5882	0.7847	0.8858
No log	16.64	416	0.7758	0.6248	0.7758	0.8808
No log	16.72	418	0.7804	0.5497	0.7804	0.8834
No log	16.8	420	0.8033	0.4690	0.8033	0.8963
No log	16.88	422	0.8453	0.4379	0.8453	0.9194
No log	16.96	424	0.8608	0.4383	0.8608	0.9278
No log	17.04	426	0.8355	0.4115	0.8355	0.9140
No log	17.12	428	0.7989	0.4404	0.7989	0.8938
No log	17.2	430	0.7685	0.4782	0.7685	0.8766
No log	17.28	432	0.7613	0.4570	0.7613	0.8725
No log	17.36	434	0.7481	0.4299	0.7481	0.8650
No log	17.44	436	0.7383	0.5351	0.7383	0.8592
No log	17.52	438	0.7258	0.5351	0.7258	0.8519
No log	17.6	440	0.7115	0.6035	0.7115	0.8435
No log	17.68	442	0.7278	0.4944	0.7278	0.8531
No log	17.76	444	0.7533	0.4861	0.7533	0.8680
No log	17.84	446	0.7488	0.4197	0.7488	0.8654
No log	17.92	448	0.7961	0.4461	0.7961	0.8922
No log	18.0	450	0.8784	0.4928	0.8784	0.9372
No log	18.08	452	0.9049	0.4304	0.9049	0.9512
No log	18.16	454	0.9006	0.3724	0.9006	0.9490
No log	18.24	456	0.8698	0.3965	0.8698	0.9326
No log	18.32	458	0.8645	0.3648	0.8645	0.9298
No log	18.4	460	0.8478	0.4175	0.8478	0.9208
No log	18.48	462	0.8444	0.4341	0.8444	0.9189
No log	18.56	464	0.8147	0.4854	0.8147	0.9026
No log	18.64	466	0.7902	0.5632	0.7902	0.8889
No log	18.72	468	0.7887	0.5172	0.7887	0.8881
No log	18.8	470	0.8022	0.4556	0.8022	0.8956
No log	18.88	472	0.8185	0.4341	0.8185	0.9047
No log	18.96	474	0.8078	0.4344	0.8078	0.8988
No log	19.04	476	0.7839	0.4212	0.7839	0.8854
No log	19.12	478	0.7690	0.4439	0.7690	0.8769
No log	19.2	480	0.7596	0.4867	0.7596	0.8715
No log	19.28	482	0.7369	0.4916	0.7369	0.8584
No log	19.36	484	0.7209	0.5155	0.7209	0.8491
No log	19.44	486	0.7454	0.5322	0.7454	0.8634
No log	19.52	488	0.7498	0.5650	0.7498	0.8659
No log	19.6	490	0.7476	0.5322	0.7476	0.8646
No log	19.68	492	0.7532	0.5244	0.7532	0.8678
No log	19.76	494	0.7846	0.3884	0.7846	0.8858
No log	19.84	496	0.7785	0.4116	0.7785	0.8823
No log	19.92	498	0.7738	0.4401	0.7738	0.8797
0.3271	20.0	500	0.7667	0.4197	0.7667	0.8756
0.3271	20.08	502	0.7585	0.4760	0.7585	0.8709
0.3271	20.16	504	0.7484	0.5633	0.7484	0.8651
0.3271	20.24	506	0.7683	0.5451	0.7683	0.8766
0.3271	20.32	508	0.8126	0.5592	0.8126	0.9014
0.3271	20.4	510	0.8828	0.5488	0.8828	0.9396
0.3271	20.48	512	0.8137	0.5552	0.8137	0.9021
0.3271	20.56	514	0.7636	0.5355	0.7636	0.8739
0.3271	20.64	516	0.7588	0.5470	0.7588	0.8711
0.3271	20.72	518	0.7732	0.5115	0.7732	0.8793
0.3271	20.8	520	0.7941	0.4817	0.7941	0.8911
0.3271	20.88	522	0.7712	0.5072	0.7712	0.8782
0.3271	20.96	524	0.7669	0.5732	0.7669	0.8757
0.3271	21.04	526	0.7982	0.5708	0.7982	0.8934
0.3271	21.12	528	0.8248	0.5446	0.8248	0.9082
0.3271	21.2	530	0.8116	0.5046	0.8116	0.9009
0.3271	21.28	532	0.7980	0.4401	0.7980	0.8933
0.3271	21.36	534	0.7965	0.4157	0.7965	0.8925
0.3271	21.44	536	0.8047	0.3814	0.8047	0.8970
0.3271	21.52	538	0.8217	0.3814	0.8217	0.9065
0.3271	21.6	540	0.7992	0.4115	0.7992	0.8940
0.3271	21.68	542	0.7858	0.4606	0.7858	0.8865
0.3271	21.76	544	0.7815	0.5497	0.7815	0.8840
0.3271	21.84	546	0.7890	0.5098	0.7890	0.8883
0.3271	21.92	548	0.7970	0.4774	0.7970	0.8927
0.3271	22.0	550	0.7924	0.4944	0.7924	0.8902
0.3271	22.08	552	0.7977	0.4774	0.7977	0.8931
0.3271	22.16	554	0.7882	0.4774	0.7882	0.8878
0.3271	22.24	556	0.7826	0.5098	0.7826	0.8846
0.3271	22.32	558	0.7826	0.5291	0.7826	0.8846
0.3271	22.4	560	0.7608	0.5477	0.7608	0.8722
0.3271	22.48	562	0.7454	0.6016	0.7454	0.8633
0.3271	22.56	564	0.7412	0.6016	0.7412	0.8610
0.3271	22.64	566	0.7496	0.5283	0.7496	0.8658
0.3271	22.72	568	0.7728	0.5098	0.7728	0.8791
0.3271	22.8	570	0.7514	0.5098	0.7514	0.8669
0.3271	22.88	572	0.7423	0.5098	0.7423	0.8616
0.3271	22.96	574	0.7446	0.5592	0.7446	0.8629
0.3271	23.04	576	0.7618	0.5069	0.7618	0.8728
0.3271	23.12	578	0.7836	0.4364	0.7836	0.8852
0.3271	23.2	580	0.8015	0.4529	0.8015	0.8953
0.3271	23.28	582	0.8511	0.4861	0.8511	0.9226
0.3271	23.36	584	0.9157	0.4989	0.9157	0.9569
0.3271	23.44	586	1.0714	0.4416	1.0714	1.0351
0.3271	23.52	588	1.2471	0.3894	1.2471	1.1168
0.3271	23.6	590	1.2620	0.4152	1.2620	1.1234
0.3271	23.68	592	1.1076	0.4071	1.1076	1.0524
0.3271	23.76	594	0.9723	0.4974	0.9723	0.9861
0.3271	23.84	596	0.8705	0.5174	0.8705	0.9330
0.3271	23.92	598	0.8033	0.5022	0.8033	0.8963
0.3271	24.0	600	0.7812	0.4507	0.7812	0.8839
0.3271	24.08	602	0.7835	0.4094	0.7835	0.8851
0.3271	24.16	604	0.7933	0.4054	0.7933	0.8907
0.3271	24.24	606	0.8074	0.4261	0.8074	0.8985
0.3271	24.32	608	0.8333	0.3859	0.8333	0.9129
0.3271	24.4	610	0.8687	0.4379	0.8687	0.9320
0.3271	24.48	612	0.8907	0.5039	0.8907	0.9438
0.3271	24.56	614	0.8844	0.5054	0.8844	0.9404
0.3271	24.64	616	0.8611	0.4752	0.8611	0.9279
0.3271	24.72	618	0.8382	0.4993	0.8382	0.9155
0.3271	24.8	620	0.8638	0.4826	0.8638	0.9294
0.3271	24.88	622	0.8922	0.3933	0.8922	0.9446
0.3271	24.96	624	0.8925	0.3970	0.8925	0.9447
0.3271	25.04	626	0.8714	0.4115	0.8714	0.9335
0.3271	25.12	628	0.8615	0.4444	0.8615	0.9281
0.3271	25.2	630	0.8543	0.4439	0.8543	0.9243
0.3271	25.28	632	0.8296	0.4157	0.8296	0.9108
0.3271	25.36	634	0.8089	0.5578	0.8089	0.8994
0.3271	25.44	636	0.8338	0.4700	0.8338	0.9131
0.3271	25.52	638	0.8532	0.4775	0.8532	0.9237
0.3271	25.6	640	0.8204	0.5062	0.8204	0.9058
0.3271	25.68	642	0.7901	0.5578	0.7901	0.8889
0.3271	25.76	644	0.8075	0.5006	0.8075	0.8986
0.3271	25.84	646	0.8721	0.5068	0.8721	0.9339
0.3271	25.92	648	0.8722	0.5068	0.8722	0.9339
0.3271	26.0	650	0.8261	0.4657	0.8261	0.9089
0.3271	26.08	652	0.8194	0.4993	0.8194	0.9052
0.3271	26.16	654	0.8476	0.5305	0.8476	0.9207
0.3271	26.24	656	0.8548	0.5305	0.8548	0.9246
0.3271	26.32	658	0.8181	0.5305	0.8181	0.9045
0.3271	26.4	660	0.7893	0.5634	0.7893	0.8885
0.3271	26.48	662	0.7903	0.5132	0.7903	0.8890
0.3271	26.56	664	0.7965	0.5039	0.7965	0.8925
0.3271	26.64	666	0.8161	0.4915	0.8161	0.9034
0.3271	26.72	668	0.7923	0.4815	0.7923	0.8901
0.3271	26.8	670	0.7519	0.5826	0.7519	0.8671
0.3271	26.88	672	0.7485	0.5923	0.7485	0.8652
0.3271	26.96	674	0.7677	0.5705	0.7677	0.8762
0.3271	27.04	676	0.8106	0.5550	0.8106	0.9003
0.3271	27.12	678	0.8136	0.5905	0.8136	0.9020
0.3271	27.2	680	0.7955	0.5438	0.7955	0.8919
0.3271	27.28	682	0.7919	0.5236	0.7919	0.8899
0.3271	27.36	684	0.7910	0.5467	0.7910	0.8894
0.3271	27.44	686	0.8039	0.4549	0.8039	0.8966
0.3271	27.52	688	0.8877	0.4494	0.8877	0.9422
0.3271	27.6	690	0.9668	0.4269	0.9668	0.9832
0.3271	27.68	692	0.9357	0.4323	0.9357	0.9673
0.3271	27.76	694	0.8969	0.4318	0.8969	0.9471
0.3271	27.84	696	0.9028	0.4318	0.9028	0.9502
0.3271	27.92	698	0.9113	0.4318	0.9113	0.9546
0.3271	28.0	700	0.9156	0.4318	0.9156	0.9569
0.3271	28.08	702	0.8968	0.4415	0.8968	0.9470
0.3271	28.16	704	0.8564	0.4893	0.8564	0.9254
0.3271	28.24	706	0.7949	0.4606	0.7949	0.8916
0.3271	28.32	708	0.7642	0.5327	0.7642	0.8742
0.3271	28.4	710	0.7709	0.5778	0.7709	0.8780
0.3271	28.48	712	0.7735	0.5846	0.7735	0.8795
0.3271	28.56	714	0.7558	0.5650	0.7558	0.8693
0.3271	28.64	716	0.7297	0.6046	0.7297	0.8542
0.3271	28.72	718	0.7477	0.4828	0.7477	0.8647
0.3271	28.8	720	0.7686	0.4606	0.7686	0.8767
0.3271	28.88	722	0.7818	0.4861	0.7818	0.8842
0.3271	28.96	724	0.7836	0.4337	0.7836	0.8852
0.3271	29.04	726	0.7858	0.4337	0.7858	0.8864
0.3271	29.12	728	0.7997	0.4880	0.7997	0.8943
0.3271	29.2	730	0.7939	0.5007	0.7939	0.8910
0.3271	29.28	732	0.7677	0.5311	0.7677	0.8762
0.3271	29.36	734	0.7357	0.6256	0.7357	0.8577
0.3271	29.44	736	0.7330	0.6256	0.7330	0.8562
0.3271	29.52	738	0.7481	0.6241	0.7481	0.8650
0.3271	29.6	740	0.7674	0.5497	0.7674	0.8760
0.3271	29.68	742	0.7985	0.4861	0.7985	0.8936
0.3271	29.76	744	0.8136	0.4054	0.8136	0.9020
0.3271	29.84	746	0.8161	0.3660	0.8161	0.9034
0.3271	29.92	748	0.8048	0.4012	0.8048	0.8971
0.3271	30.0	750	0.7913	0.3771	0.7913	0.8896
0.3271	30.08	752	0.7832	0.4696	0.7832	0.8850
0.3271	30.16	754	0.7916	0.4828	0.7916	0.8897
0.3271	30.24	756	0.7966	0.5072	0.7966	0.8925
0.3271	30.32	758	0.8025	0.5219	0.8025	0.8958
0.3271	30.4	760	0.8183	0.5339	0.8183	0.9046
0.3271	30.48	762	0.8277	0.5339	0.8277	0.9098
0.3271	30.56	764	0.8872	0.5394	0.8872	0.9419
0.3271	30.64	766	1.0119	0.5057	1.0119	1.0059
0.3271	30.72	768	1.0375	0.4898	1.0375	1.0186
0.3271	30.8	770	0.9807	0.5032	0.9807	0.9903
0.3271	30.88	772	0.8580	0.5267	0.8580	0.9263
0.3271	30.96	774	0.7791	0.5041	0.7791	0.8827
0.3271	31.04	776	0.7691	0.4526	0.7691	0.8770
0.3271	31.12	778	0.7941	0.5446	0.7941	0.8911
0.3271	31.2	780	0.8038	0.4769	0.8038	0.8965
0.3271	31.28	782	0.7907	0.4180	0.7907	0.8892
0.3271	31.36	784	0.7973	0.4772	0.7973	0.8929
0.3271	31.44	786	0.8234	0.4657	0.8234	0.9074
0.3271	31.52	788	0.8496	0.4690	0.8496	0.9217
0.3271	31.6	790	0.8536	0.4690	0.8536	0.9239
0.3271	31.68	792	0.8281	0.4404	0.8281	0.9100
0.3271	31.76	794	0.8007	0.4794	0.8007	0.8948
0.3271	31.84	796	0.7804	0.4397	0.7804	0.8834
0.3271	31.92	798	0.7635	0.4626	0.7635	0.8738
0.3271	32.0	800	0.7685	0.4590	0.7685	0.8767
0.3271	32.08	802	0.8027	0.5458	0.8027	0.8960
0.3271	32.16	804	0.8116	0.5238	0.8116	0.9009
0.3271	32.24	806	0.7802	0.5229	0.7802	0.8833
0.3271	32.32	808	0.7795	0.5229	0.7795	0.8829
0.3271	32.4	810	0.7808	0.5238	0.7808	0.8836
0.3271	32.48	812	0.8017	0.5458	0.8017	0.8954
0.3271	32.56	814	0.7903	0.4991	0.7903	0.8890
0.3271	32.64	816	0.7690	0.4749	0.7690	0.8769
0.3271	32.72	818	0.7759	0.5283	0.7759	0.8808
0.3271	32.8	820	0.7910	0.4847	0.7910	0.8894
0.3271	32.88	822	0.8022	0.3914	0.8022	0.8956
0.3271	32.96	824	0.8140	0.3814	0.8140	0.9022
0.3271	33.04	826	0.8196	0.3848	0.8196	0.9053
0.3271	33.12	828	0.8111	0.4096	0.8111	0.9006
0.3271	33.2	830	0.7899	0.4234	0.7899	0.8888
0.3271	33.28	832	0.7721	0.4460	0.7721	0.8787
0.3271	33.36	834	0.7714	0.4640	0.7714	0.8783
0.3271	33.44	836	0.7750	0.5098	0.7750	0.8803
0.3271	33.52	838	0.7816	0.5098	0.7816	0.8841
0.3271	33.6	840	0.7987	0.5098	0.7987	0.8937
0.3271	33.68	842	0.7964	0.4640	0.7964	0.8924
0.3271	33.76	844	0.8024	0.3771	0.8024	0.8958
0.3271	33.84	846	0.8238	0.3513	0.8238	0.9076
0.3271	33.92	848	0.8389	0.3513	0.8389	0.9159
0.3271	34.0	850	0.8445	0.3513	0.8445	0.9189
0.3271	34.08	852	0.8449	0.3558	0.8449	0.9192

Framework versions

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