ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k11_task3_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: 0.7491
• Qwk: -0.0086
• Mse: 0.7491
• Rmse: 0.8655

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	0.0351	2	3.3537	0.0062	3.3537	1.8313
No log	0.0702	4	1.7732	0.0213	1.7732	1.3316
No log	0.1053	6	2.0548	0.0136	2.0548	1.4335
No log	0.1404	8	1.9176	0.0405	1.9176	1.3848
No log	0.1754	10	2.1459	0.0381	2.1459	1.4649
No log	0.2105	12	1.0550	-0.0628	1.0550	1.0271
No log	0.2456	14	0.6888	0.0460	0.6888	0.8299
No log	0.2807	16	0.7091	0.1082	0.7091	0.8421
No log	0.3158	18	0.8480	0.0748	0.8480	0.9208
No log	0.3509	20	0.8233	0.1395	0.8233	0.9074
No log	0.3860	22	0.7416	-0.0131	0.7416	0.8611
No log	0.4211	24	0.6909	-0.0644	0.6909	0.8312
No log	0.4561	26	0.7753	0.0670	0.7753	0.8805
No log	0.4912	28	0.8320	0.0476	0.8320	0.9122
No log	0.5263	30	0.9430	-0.0504	0.9430	0.9711
No log	0.5614	32	0.7374	0.0857	0.7374	0.8587
No log	0.5965	34	0.7189	0.0334	0.7189	0.8479
No log	0.6316	36	0.8687	-0.0056	0.8687	0.9320
No log	0.6667	38	0.8618	-0.0079	0.8618	0.9283
No log	0.7018	40	0.7462	0.1148	0.7462	0.8638
No log	0.7368	42	0.7798	0.1146	0.7798	0.8830
No log	0.7719	44	0.8367	-0.0774	0.8367	0.9147
No log	0.8070	46	1.0187	-0.0927	1.0187	1.0093
No log	0.8421	48	0.9851	0.0602	0.9851	0.9925
No log	0.8772	50	0.9029	0.1509	0.9029	0.9502
No log	0.9123	52	1.0639	0.0356	1.0639	1.0315
No log	0.9474	54	0.9485	0.0589	0.9485	0.9739
No log	0.9825	56	0.9216	0.0931	0.9216	0.9600
No log	1.0175	58	1.1742	0.0746	1.1742	1.0836
No log	1.0526	60	0.8584	0.0875	0.8584	0.9265
No log	1.0877	62	1.5362	0.1174	1.5362	1.2394
No log	1.1228	64	1.9536	0.0150	1.9536	1.3977
No log	1.1579	66	1.1083	0.0291	1.1083	1.0528
No log	1.1930	68	1.0028	0.0428	1.0028	1.0014
No log	1.2281	70	1.2994	0.0103	1.2994	1.1399
No log	1.2632	72	0.9971	-0.0120	0.9971	0.9985
No log	1.2982	74	0.7942	0.0660	0.7942	0.8912
No log	1.3333	76	1.0420	0.0596	1.0420	1.0208
No log	1.3684	78	0.9313	-0.0118	0.9313	0.9650
No log	1.4035	80	0.7699	0.1232	0.7699	0.8774
No log	1.4386	82	0.8960	-0.0036	0.8960	0.9466
No log	1.4737	84	0.8877	0.0189	0.8877	0.9422
No log	1.5088	86	0.9212	-0.0179	0.9212	0.9598
No log	1.5439	88	1.0590	0.0098	1.0590	1.0291
No log	1.5789	90	1.0738	0.0424	1.0738	1.0363
No log	1.6140	92	0.9016	0.0833	0.9016	0.9495
No log	1.6491	94	0.8687	0.1221	0.8687	0.9320
No log	1.6842	96	0.9119	0.0239	0.9119	0.9549
No log	1.7193	98	0.8715	0.0905	0.8715	0.9335
No log	1.7544	100	0.8486	0.0359	0.8486	0.9212
No log	1.7895	102	0.9142	0.0993	0.9142	0.9562
No log	1.8246	104	0.8816	0.0909	0.8816	0.9389
No log	1.8596	106	0.8736	-0.0443	0.8736	0.9347
No log	1.8947	108	0.9185	0.0437	0.9185	0.9584
No log	1.9298	110	0.9634	0.1174	0.9634	0.9815
No log	1.9649	112	0.9630	0.1172	0.9630	0.9813
No log	2.0	114	0.9281	0.1172	0.9281	0.9634
No log	2.0351	116	0.8901	0.0611	0.8901	0.9435
No log	2.0702	118	0.9518	0.0618	0.9518	0.9756
No log	2.1053	120	0.8771	0.0291	0.8771	0.9365
No log	2.1404	122	0.7534	0.1585	0.7534	0.8680
No log	2.1754	124	0.7847	0.0574	0.7847	0.8858
No log	2.2105	126	0.8000	0.1518	0.8000	0.8944
No log	2.2456	128	0.8377	0.1962	0.8377	0.9153
No log	2.2807	130	0.8534	0.1942	0.8534	0.9238
No log	2.3158	132	0.8880	0.0110	0.8880	0.9423
No log	2.3509	134	0.9581	0.0271	0.9581	0.9788
No log	2.3860	136	0.8505	0.1187	0.8505	0.9222
No log	2.4211	138	0.8461	0.0810	0.8461	0.9199
No log	2.4561	140	0.9106	0.0323	0.9106	0.9543
No log	2.4912	142	0.8425	0.0172	0.8425	0.9179
No log	2.5263	144	0.9381	0.0351	0.9381	0.9686
No log	2.5614	146	0.8531	0.0545	0.8531	0.9237
No log	2.5965	148	0.8523	0.0129	0.8523	0.9232
No log	2.6316	150	0.9254	0.0319	0.9254	0.9620
No log	2.6667	152	0.8452	0.0628	0.8452	0.9193
No log	2.7018	154	0.8037	0.0449	0.8037	0.8965
No log	2.7368	156	0.8302	0.0152	0.8302	0.9112
No log	2.7719	158	0.7973	0.1030	0.7973	0.8929
No log	2.8070	160	0.9494	0.0428	0.9494	0.9744
No log	2.8421	162	0.8372	0.1451	0.8372	0.9150
No log	2.8772	164	0.8434	0.0562	0.8434	0.9184
No log	2.9123	166	0.7982	-0.0704	0.7982	0.8934
No log	2.9474	168	0.8704	0.0728	0.8704	0.9330
No log	2.9825	170	0.8211	0.1494	0.8211	0.9062
No log	3.0175	172	0.7280	-0.0179	0.7280	0.8532
No log	3.0526	174	0.8601	0.1196	0.8601	0.9274
No log	3.0877	176	0.7838	-0.0179	0.7838	0.8853
No log	3.1228	178	0.9388	0.0428	0.9388	0.9689
No log	3.1579	180	0.9690	0.0758	0.9690	0.9844
No log	3.1930	182	0.8463	0.0338	0.8463	0.9200
No log	3.2281	184	0.9230	0.0421	0.9230	0.9607
No log	3.2632	186	0.8410	-0.0179	0.8410	0.9171
No log	3.2982	188	0.8318	0.0851	0.8318	0.9120
No log	3.3333	190	0.8179	0.0474	0.8179	0.9044
No log	3.3684	192	0.7655	-0.0179	0.7655	0.8749
No log	3.4035	194	0.8621	0.1291	0.8621	0.9285
No log	3.4386	196	0.8978	0.1064	0.8978	0.9475
No log	3.4737	198	0.7494	-0.0179	0.7494	0.8657
No log	3.5088	200	0.9168	0.0728	0.9168	0.9575
No log	3.5439	202	0.9406	0.1078	0.9406	0.9698
No log	3.5789	204	0.7751	0.0884	0.7751	0.8804
No log	3.6140	206	0.8175	-0.0704	0.8175	0.9042
No log	3.6491	208	0.8418	-0.0274	0.8418	0.9175
No log	3.6842	210	0.7772	0.0821	0.7772	0.8816
No log	3.7193	212	0.8507	-0.0111	0.8507	0.9224
No log	3.7544	214	0.7874	0.0454	0.7874	0.8874
No log	3.7895	216	0.7739	0.0260	0.7739	0.8797
No log	3.8246	218	0.8763	0.0017	0.8763	0.9361
No log	3.8596	220	0.8029	0.0225	0.8029	0.8961
No log	3.8947	222	0.8002	-0.0488	0.8002	0.8945
No log	3.9298	224	0.8019	0.0821	0.8019	0.8955
No log	3.9649	226	0.8248	-0.0704	0.8248	0.9082
No log	4.0	228	0.7740	0.0318	0.7740	0.8798
No log	4.0351	230	0.7797	0.0085	0.7797	0.8830
No log	4.0702	232	0.8128	0.1079	0.8128	0.9015
No log	4.1053	234	0.7814	0.0303	0.7814	0.8840
No log	4.1404	236	0.9223	0.1064	0.9223	0.9604
No log	4.1754	238	0.8348	0.0490	0.8348	0.9137
No log	4.2105	240	0.7851	0.0444	0.7851	0.8861
No log	4.2456	242	0.7926	-0.0300	0.7926	0.8903
No log	4.2807	244	0.7621	-0.0054	0.7621	0.8730
No log	4.3158	246	0.8270	0.0867	0.8270	0.9094
No log	4.3509	248	0.8990	0.1773	0.8990	0.9482
No log	4.3860	250	0.7298	0.0759	0.7298	0.8543
No log	4.4211	252	0.7452	-0.0033	0.7452	0.8632
No log	4.4561	254	0.8368	-0.0440	0.8368	0.9148
No log	4.4912	256	0.8527	-0.0536	0.8527	0.9234
No log	4.5263	258	0.8475	-0.0408	0.8475	0.9206
No log	4.5614	260	0.8583	-0.0357	0.8583	0.9265
No log	4.5965	262	0.9894	0.0364	0.9894	0.9947
No log	4.6316	264	1.0139	0.0048	1.0139	1.0069
No log	4.6667	266	0.8449	-0.0444	0.8449	0.9192
No log	4.7018	268	0.9426	0.0871	0.9426	0.9709
No log	4.7368	270	1.0981	0.0454	1.0981	1.0479
No log	4.7719	272	1.0853	0.1225	1.0853	1.0418
No log	4.8070	274	0.8180	-0.0274	0.8180	0.9044
No log	4.8421	276	0.9802	0.0758	0.9802	0.9901
No log	4.8772	278	1.2019	0.0028	1.2019	1.0963
No log	4.9123	280	0.9666	0.0465	0.9666	0.9832
No log	4.9474	282	0.7331	0.0914	0.7331	0.8562
No log	4.9825	284	0.8459	0.0043	0.8459	0.9197
No log	5.0175	286	0.9293	0.0986	0.9293	0.9640
No log	5.0526	288	0.8039	0.0099	0.8039	0.8966
No log	5.0877	290	0.7493	0.0282	0.7493	0.8656
No log	5.1228	292	0.7438	0.0355	0.7438	0.8624
No log	5.1579	294	0.7425	0.0355	0.7425	0.8617
No log	5.1930	296	0.7419	0.0355	0.7419	0.8613
No log	5.2281	298	0.7378	0.0355	0.7378	0.8589
No log	5.2632	300	0.7956	0.0214	0.7956	0.8920
No log	5.2982	302	0.8166	0.0214	0.8166	0.9037
No log	5.3333	304	0.7989	0.0375	0.7989	0.8938
No log	5.3684	306	0.7708	0.0375	0.7708	0.8780
No log	5.4035	308	0.7430	0.0355	0.7430	0.8620
No log	5.4386	310	0.7690	0.0375	0.7690	0.8769
No log	5.4737	312	0.7915	0.0375	0.7915	0.8897
No log	5.5088	314	0.7986	-0.0145	0.7986	0.8936
No log	5.5439	316	0.8525	-0.0200	0.8525	0.9233
No log	5.5789	318	0.8768	-0.0200	0.8768	0.9364
No log	5.6140	320	0.9189	0.0517	0.9189	0.9586
No log	5.6491	322	0.8910	-0.0117	0.8910	0.9439
No log	5.6842	324	0.8653	0.0361	0.8653	0.9302
No log	5.7193	326	0.8248	0.0205	0.8248	0.9082
No log	5.7544	328	0.8720	0.0517	0.8720	0.9338
No log	5.7895	330	0.8127	0.0175	0.8127	0.9015
No log	5.8246	332	0.8071	0.0454	0.8071	0.8984
No log	5.8596	334	0.8672	0.0123	0.8672	0.9313
No log	5.8947	336	0.9287	-0.0221	0.9287	0.9637
No log	5.9298	338	0.9705	0.0140	0.9705	0.9851
No log	5.9649	340	0.8957	-0.0240	0.8957	0.9464
No log	6.0	342	0.8112	0.0318	0.8112	0.9007
No log	6.0351	344	0.8022	-0.0204	0.8022	0.8957
No log	6.0702	346	0.8847	0.0159	0.8847	0.9406
No log	6.1053	348	0.8630	-0.0274	0.8630	0.9290
No log	6.1404	350	0.8381	-0.0228	0.8381	0.9155
No log	6.1754	352	0.8823	-0.0274	0.8823	0.9393
No log	6.2105	354	0.9997	-0.0777	0.9997	0.9998
No log	6.2456	356	0.9700	-0.0440	0.9700	0.9849
No log	6.2807	358	0.8249	0.0123	0.8249	0.9082
No log	6.3158	360	0.7093	0.0436	0.7093	0.8422
No log	6.3509	362	0.7780	0.1408	0.7780	0.8821
No log	6.3860	364	0.7943	0.0991	0.7943	0.8913
No log	6.4211	366	0.7587	0.0454	0.7587	0.8710
No log	6.4561	368	0.8235	0.0551	0.8235	0.9075
No log	6.4912	370	0.9125	0.1027	0.9125	0.9553
No log	6.5263	372	0.8456	0.0517	0.8456	0.9196
No log	6.5614	374	0.7887	0.0690	0.7887	0.8881
No log	6.5965	376	0.7730	0.0690	0.7730	0.8792
No log	6.6316	378	0.7546	0.0690	0.7546	0.8687
No log	6.6667	380	0.7310	-0.0179	0.7310	0.8550
No log	6.7018	382	0.7141	0.0355	0.7141	0.8450
No log	6.7368	384	0.7119	0.0355	0.7119	0.8438
No log	6.7719	386	0.7474	0.0454	0.7474	0.8645
No log	6.8070	388	0.7543	0.0776	0.7543	0.8685
No log	6.8421	390	0.7439	0.0776	0.7439	0.8625
No log	6.8772	392	0.7458	0.1196	0.7458	0.8636
No log	6.9123	394	0.7636	0.1541	0.7636	0.8739
No log	6.9474	396	0.7743	0.1048	0.7743	0.8800
No log	6.9825	398	0.7980	0.1048	0.7980	0.8933
No log	7.0175	400	0.8643	0.0309	0.8643	0.9297
No log	7.0526	402	0.8297	0.0574	0.8297	0.9109
No log	7.0877	404	0.8008	0.0236	0.8008	0.8949
No log	7.1228	406	0.7968	0.0152	0.7968	0.8926
No log	7.1579	408	0.7694	0.0680	0.7694	0.8772
No log	7.1930	410	0.7567	-0.0152	0.7567	0.8699
No log	7.2281	412	0.8606	0.0641	0.8606	0.9277
No log	7.2632	414	0.9027	0.0649	0.9027	0.9501
No log	7.2982	416	0.8105	-0.0599	0.8105	0.9003
No log	7.3333	418	0.8839	0.0504	0.8839	0.9401
No log	7.3684	420	0.8478	0.0152	0.8478	0.9208
No log	7.4035	422	0.8081	-0.0567	0.8081	0.8989
No log	7.4386	424	0.7833	0.0355	0.7833	0.8851
No log	7.4737	426	0.7635	0.0355	0.7635	0.8738
No log	7.5088	428	0.7622	0.1199	0.7622	0.8731
No log	7.5439	430	0.7682	-0.0125	0.7682	0.8765
No log	7.5789	432	0.8178	0.0545	0.8178	0.9043
No log	7.6140	434	0.7975	-0.0595	0.7975	0.8930
No log	7.6491	436	0.8413	0.0538	0.8413	0.9172
No log	7.6842	438	0.8224	0.0574	0.8224	0.9068
No log	7.7193	440	0.8076	0.0680	0.8076	0.8987
No log	7.7544	442	0.7660	-0.0595	0.7660	0.8752
No log	7.7895	444	0.8157	0.1400	0.8157	0.9032
No log	7.8246	446	0.7498	0.0973	0.7498	0.8659
No log	7.8596	448	0.7194	0.0355	0.7194	0.8482
No log	7.8947	450	0.7410	0.1148	0.7410	0.8608
No log	7.9298	452	0.7503	0.1148	0.7503	0.8662
No log	7.9649	454	0.7545	0.0247	0.7545	0.8686
No log	8.0	456	0.7446	0.0375	0.7446	0.8629
No log	8.0351	458	0.7485	0.0432	0.7485	0.8651
No log	8.0702	460	0.7358	0.0282	0.7358	0.8578
No log	8.1053	462	0.8186	0.0043	0.8186	0.9048
No log	8.1404	464	0.7970	0.0588	0.7970	0.8927
No log	8.1754	466	0.7662	0.0432	0.7662	0.8753
No log	8.2105	468	0.8086	0.1885	0.8086	0.8992
No log	8.2456	470	0.7712	0.1453	0.7712	0.8782
No log	8.2807	472	0.7376	-0.0179	0.7376	0.8588
No log	8.3158	474	0.8283	0.0456	0.8283	0.9101
No log	8.3509	476	0.8230	0.0456	0.8230	0.9072
No log	8.3860	478	0.7710	0.0690	0.7710	0.8781
No log	8.4211	480	0.7990	0.0432	0.7990	0.8939
No log	8.4561	482	0.8784	0.1977	0.8784	0.9373
No log	8.4912	484	0.8697	0.0778	0.8697	0.9326
No log	8.5263	486	0.8380	0.0749	0.8380	0.9154
No log	8.5614	488	0.7995	0.0690	0.7995	0.8942
No log	8.5965	490	0.8178	0.1047	0.8178	0.9043
No log	8.6316	492	0.7823	0.0690	0.7823	0.8845
No log	8.6667	494	0.7454	0.1196	0.7454	0.8634
No log	8.7018	496	0.7312	0.0814	0.7312	0.8551
No log	8.7368	498	0.7648	0.1495	0.7648	0.8745
0.2862	8.7719	500	0.7379	0.0247	0.7379	0.8590
0.2862	8.8070	502	0.7331	0.0914	0.7331	0.8562
0.2862	8.8421	504	0.7444	0.0454	0.7444	0.8628
0.2862	8.8772	506	0.7297	0.0914	0.7297	0.8542
0.2862	8.9123	508	0.7627	0.0723	0.7627	0.8733
0.2862	8.9474	510	0.8197	0.1687	0.8197	0.9054
0.2862	8.9825	512	0.8100	0.1633	0.8100	0.9000
0.2862	9.0175	514	0.7639	0.1048	0.7639	0.8740
0.2862	9.0526	516	0.7573	0.1003	0.7573	0.8703
0.2862	9.0877	518	0.7055	0.0814	0.7055	0.8400
0.2862	9.1228	520	0.7067	0.0814	0.7067	0.8407
0.2862	9.1579	522	0.7482	0.1048	0.7482	0.8650
0.2862	9.1930	524	0.8569	0.1105	0.8569	0.9257
0.2862	9.2281	526	0.9546	0.0891	0.9546	0.9771
0.2862	9.2632	528	0.9383	0.1373	0.9383	0.9686
0.2862	9.2982	530	0.8849	0.2118	0.8849	0.9407
0.2862	9.3333	532	0.8703	0.2580	0.8703	0.9329
0.2862	9.3684	534	0.8083	0.1550	0.8083	0.8990
0.2862	9.4035	536	0.7986	0.1190	0.7986	0.8936
0.2862	9.4386	538	0.8318	0.0711	0.8318	0.9120
0.2862	9.4737	540	0.7504	0.0680	0.7504	0.8662
0.2862	9.5088	542	0.7220	0.0814	0.7220	0.8497
0.2862	9.5439	544	0.7411	-0.0125	0.7411	0.8609
0.2862	9.5789	546	0.7213	0.0814	0.7213	0.8493
0.2862	9.6140	548	0.7504	0.1148	0.7504	0.8663
0.2862	9.6491	550	0.7631	0.1148	0.7631	0.8736
0.2862	9.6842	552	0.7667	0.1148	0.7667	0.8756
0.2862	9.7193	554	0.7659	0.0247	0.7659	0.8752
0.2862	9.7544	556	0.7549	0.0247	0.7549	0.8688
0.2862	9.7895	558	0.7594	0.0680	0.7594	0.8714
0.2862	9.8246	560	0.7546	0.0247	0.7546	0.8687
0.2862	9.8596	562	0.7402	-0.0204	0.7402	0.8604
0.2862	9.8947	564	0.7332	0.0680	0.7332	0.8562
0.2862	9.9298	566	0.7491	0.0247	0.7491	0.8655
0.2862	9.9649	568	0.7680	-0.0179	0.7680	0.8763
0.2862	10.0	570	0.7582	0.0282	0.7582	0.8708
0.2862	10.0351	572	0.7368	-0.0179	0.7368	0.8584
0.2862	10.0702	574	0.7434	0.0471	0.7434	0.8622
0.2862	10.1053	576	0.7460	0.0471	0.7460	0.8637
0.2862	10.1404	578	0.7431	-0.0179	0.7431	0.8620
0.2862	10.1754	580	0.7740	0.0680	0.7740	0.8798
0.2862	10.2105	582	0.7809	0.0680	0.7809	0.8837
0.2862	10.2456	584	0.7769	0.0236	0.7769	0.8814
0.2862	10.2807	586	0.7593	0.0236	0.7593	0.8714
0.2862	10.3158	588	0.7571	0.1148	0.7571	0.8701
0.2862	10.3509	590	0.7729	0.0680	0.7729	0.8791
0.2862	10.3860	592	0.7709	0.0236	0.7709	0.8780
0.2862	10.4211	594	0.7625	-0.0145	0.7625	0.8732
0.2862	10.4561	596	0.7425	0.0318	0.7425	0.8617
0.2862	10.4912	598	0.7428	0.0355	0.7428	0.8619
0.2862	10.5263	600	0.7535	0.0449	0.7535	0.8681
0.2862	10.5614	602	0.7502	0.0	0.7502	0.8662
0.2862	10.5965	604	0.7437	0.0	0.7437	0.8624
0.2862	10.6316	606	0.7264	0.0395	0.7264	0.8523
0.2862	10.6667	608	0.7928	0.1097	0.7928	0.8904
0.2862	10.7018	610	0.8106	0.0639	0.8106	0.9003
0.2862	10.7368	612	0.7659	0.1199	0.7659	0.8752
0.2862	10.7719	614	0.7634	-0.0113	0.7634	0.8737
0.2862	10.8070	616	0.7905	0.0639	0.7905	0.8891
0.2862	10.8421	618	0.9516	0.1311	0.9516	0.9755
0.2862	10.8772	620	1.0016	0.1186	1.0016	1.0008
0.2862	10.9123	622	0.8703	-0.0008	0.8703	0.9329
0.2862	10.9474	624	0.7393	0.0318	0.7393	0.8598
0.2862	10.9825	626	0.7629	-0.0030	0.7629	0.8734
0.2862	11.0175	628	0.7999	0.0558	0.7999	0.8944
0.2862	11.0526	630	0.7655	-0.0030	0.7655	0.8749
0.2862	11.0877	632	0.7725	0.0152	0.7725	0.8789
0.2862	11.1228	634	0.9032	0.0651	0.9032	0.9504
0.2862	11.1579	636	0.9931	0.1311	0.9931	0.9966
0.2862	11.1930	638	0.9230	-0.0409	0.9230	0.9607
0.2862	11.2281	640	0.8660	0.0246	0.8660	0.9306
0.2862	11.2632	642	0.9151	0.1605	0.9151	0.9566
0.2862	11.2982	644	0.8818	0.0196	0.8818	0.9390
0.2862	11.3333	646	0.8331	0.0257	0.8331	0.9127
0.2862	11.3684	648	0.8795	-0.0355	0.8795	0.9378
0.2862	11.4035	650	0.8689	-0.0723	0.8689	0.9321
0.2862	11.4386	652	0.8632	0.0361	0.8632	0.9291
0.2862	11.4737	654	0.8476	0.0376	0.8476	0.9207
0.2862	11.5088	656	0.8144	0.0257	0.8144	0.9025
0.2862	11.5439	658	0.8314	0.0512	0.8314	0.9118
0.2862	11.5789	660	0.8468	0.0476	0.8468	0.9202
0.2862	11.6140	662	0.8262	0.0146	0.8262	0.9090
0.2862	11.6491	664	0.8027	-0.0103	0.8027	0.8959
0.2862	11.6842	666	0.8356	0.0119	0.8356	0.9141
0.2862	11.7193	668	0.8207	-0.0354	0.8207	0.9059
0.2862	11.7544	670	0.7491	-0.0086	0.7491	0.8655

Framework versions

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