ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run3_AugV5_k6_task1_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: 0.8021
• Qwk: 0.6563
• Mse: 0.8021
• Rmse: 0.8956

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	0.0645	2	5.4513	-0.0309	5.4513	2.3348
No log	0.1290	4	3.6683	0.0349	3.6683	1.9153
No log	0.1935	6	2.1277	0.1348	2.1277	1.4587
No log	0.2581	8	1.7505	0.0248	1.7505	1.3231
No log	0.3226	10	1.5609	0.1117	1.5609	1.2494
No log	0.3871	12	1.4771	0.0189	1.4771	1.2154
No log	0.4516	14	1.2211	0.1997	1.2211	1.1050
No log	0.5161	16	1.1751	0.1771	1.1751	1.0840
No log	0.5806	18	1.1917	0.1360	1.1917	1.0916
No log	0.6452	20	1.1876	0.1547	1.1876	1.0898
No log	0.7097	22	1.1854	0.2115	1.1854	1.0888
No log	0.7742	24	1.1936	0.2567	1.1936	1.0925
No log	0.8387	26	1.1660	0.2452	1.1660	1.0798
No log	0.9032	28	1.1556	0.2548	1.1556	1.0750
No log	0.9677	30	1.1325	0.2542	1.1325	1.0642
No log	1.0323	32	1.1422	0.3036	1.1422	1.0687
No log	1.0968	34	1.2328	0.3236	1.2328	1.1103
No log	1.1613	36	1.1925	0.3425	1.1925	1.0920
No log	1.2258	38	1.0692	0.3438	1.0692	1.0340
No log	1.2903	40	1.0056	0.3982	1.0056	1.0028
No log	1.3548	42	1.0036	0.3413	1.0036	1.0018
No log	1.4194	44	1.1491	0.3336	1.1491	1.0720
No log	1.4839	46	1.4686	0.1368	1.4686	1.2119
No log	1.5484	48	1.4510	0.0935	1.4510	1.2046
No log	1.6129	50	1.2288	0.2731	1.2288	1.1085
No log	1.6774	52	0.9582	0.4216	0.9582	0.9789
No log	1.7419	54	0.8512	0.4487	0.8512	0.9226
No log	1.8065	56	0.8067	0.4294	0.8067	0.8981
No log	1.8710	58	0.7984	0.4620	0.7984	0.8936
No log	1.9355	60	0.7803	0.4620	0.7803	0.8833
No log	2.0	62	0.8032	0.4868	0.8032	0.8962
No log	2.0645	64	0.9007	0.4528	0.9007	0.9491
No log	2.1290	66	0.9492	0.4216	0.9492	0.9743
No log	2.1935	68	0.8159	0.5323	0.8159	0.9033
No log	2.2581	70	0.6718	0.6252	0.6718	0.8196
No log	2.3226	72	0.6444	0.6409	0.6444	0.8027
No log	2.3871	74	0.6433	0.6474	0.6433	0.8021
No log	2.4516	76	0.6332	0.6210	0.6332	0.7958
No log	2.5161	78	0.6756	0.6436	0.6756	0.8219
No log	2.5806	80	0.7498	0.5860	0.7498	0.8659
No log	2.6452	82	0.7117	0.5955	0.7117	0.8436
No log	2.7097	84	0.6351	0.6196	0.6352	0.7970
No log	2.7742	86	0.7264	0.5829	0.7264	0.8523
No log	2.8387	88	0.7484	0.5642	0.7484	0.8651
No log	2.9032	90	0.6759	0.6328	0.6759	0.8221
No log	2.9677	92	0.6344	0.6272	0.6344	0.7965
No log	3.0323	94	0.6019	0.6489	0.6019	0.7758
No log	3.0968	96	0.5781	0.6766	0.5781	0.7604
No log	3.1613	98	0.5931	0.6736	0.5931	0.7701
No log	3.2258	100	0.6858	0.6517	0.6858	0.8281
No log	3.2903	102	0.7179	0.6192	0.7179	0.8473
No log	3.3548	104	0.7854	0.6129	0.7854	0.8862
No log	3.4194	106	0.6999	0.6087	0.6999	0.8366
No log	3.4839	108	0.5949	0.6820	0.5949	0.7713
No log	3.5484	110	0.7690	0.6469	0.7690	0.8769
No log	3.6129	112	1.0398	0.5497	1.0398	1.0197
No log	3.6774	114	0.9903	0.5574	0.9903	0.9952
No log	3.7419	116	0.7157	0.6510	0.7157	0.8460
No log	3.8065	118	0.6137	0.6921	0.6137	0.7834
No log	3.8710	120	0.6227	0.6928	0.6227	0.7891
No log	3.9355	122	0.6295	0.6873	0.6295	0.7934
No log	4.0	124	0.6764	0.6267	0.6764	0.8224
No log	4.0645	126	0.6574	0.6494	0.6574	0.8108
No log	4.1290	128	0.6242	0.6667	0.6242	0.7900
No log	4.1935	130	0.5995	0.6748	0.5995	0.7743
No log	4.2581	132	0.6119	0.6662	0.6119	0.7823
No log	4.3226	134	0.6228	0.6494	0.6228	0.7892
No log	4.3871	136	0.6723	0.6156	0.6723	0.8199
No log	4.4516	138	0.8864	0.5377	0.8864	0.9415
No log	4.5161	140	0.8994	0.5392	0.8994	0.9483
No log	4.5806	142	0.6537	0.6096	0.6537	0.8085
No log	4.6452	144	0.6283	0.6860	0.6283	0.7927
No log	4.7097	146	0.6876	0.6899	0.6876	0.8292
No log	4.7742	148	0.7285	0.6746	0.7285	0.8535
No log	4.8387	150	0.7239	0.6710	0.7239	0.8508
No log	4.9032	152	0.7752	0.6676	0.7752	0.8805
No log	4.9677	154	0.8863	0.6104	0.8863	0.9414
No log	5.0323	156	0.7784	0.6770	0.7784	0.8822
No log	5.0968	158	0.6134	0.6824	0.6134	0.7832
No log	5.1613	160	0.5936	0.7159	0.5936	0.7704
No log	5.2258	162	0.5942	0.7070	0.5942	0.7708
No log	5.2903	164	0.5958	0.7168	0.5958	0.7719
No log	5.3548	166	0.6144	0.7256	0.6144	0.7839
No log	5.4194	168	0.6276	0.7227	0.6276	0.7922
No log	5.4839	170	0.6875	0.6899	0.6875	0.8292
No log	5.5484	172	0.6712	0.7148	0.6712	0.8193
No log	5.6129	174	0.6292	0.7360	0.6292	0.7932
No log	5.6774	176	0.5924	0.7352	0.5924	0.7697
No log	5.7419	178	0.5752	0.7143	0.5752	0.7584
No log	5.8065	180	0.5910	0.6987	0.5910	0.7688
No log	5.8710	182	0.6874	0.6929	0.6874	0.8291
No log	5.9355	184	0.9270	0.6186	0.9270	0.9628
No log	6.0	186	1.0157	0.5776	1.0157	1.0078
No log	6.0645	188	0.8643	0.6107	0.8643	0.9297
No log	6.1290	190	0.6705	0.7143	0.6705	0.8189
No log	6.1935	192	0.6473	0.6953	0.6473	0.8045
No log	6.2581	194	0.6523	0.6844	0.6523	0.8076
No log	6.3226	196	0.7130	0.7053	0.7130	0.8444
No log	6.3871	198	0.7908	0.6567	0.7908	0.8893
No log	6.4516	200	0.8140	0.6628	0.8140	0.9022
No log	6.5161	202	0.7675	0.6667	0.7675	0.8761
No log	6.5806	204	0.6655	0.7129	0.6655	0.8158
No log	6.6452	206	0.6380	0.6826	0.6380	0.7988
No log	6.7097	208	0.6248	0.6630	0.6248	0.7904
No log	6.7742	210	0.6460	0.6884	0.6460	0.8038
No log	6.8387	212	0.7214	0.6983	0.7214	0.8494
No log	6.9032	214	0.6758	0.6990	0.6758	0.8221
No log	6.9677	216	0.6957	0.6978	0.6957	0.8341
No log	7.0323	218	0.6611	0.7073	0.6611	0.8131
No log	7.0968	220	0.6214	0.7207	0.6214	0.7883
No log	7.1613	222	0.5957	0.7180	0.5957	0.7718
No log	7.2258	224	0.6421	0.7126	0.6421	0.8013
No log	7.2903	226	0.6914	0.7068	0.6914	0.8315
No log	7.3548	228	0.6720	0.7024	0.6720	0.8198
No log	7.4194	230	0.6738	0.7070	0.6738	0.8209
No log	7.4839	232	0.7084	0.7135	0.7084	0.8417
No log	7.5484	234	0.7596	0.6913	0.7596	0.8715
No log	7.6129	236	0.7762	0.6731	0.7762	0.8810
No log	7.6774	238	0.8164	0.6677	0.8164	0.9036
No log	7.7419	240	0.7400	0.6893	0.7400	0.8602
No log	7.8065	242	0.6536	0.6671	0.6536	0.8085
No log	7.8710	244	0.6450	0.7037	0.6450	0.8031
No log	7.9355	246	0.7434	0.6891	0.7434	0.8622
No log	8.0	248	1.0962	0.5764	1.0962	1.0470
No log	8.0645	250	1.2946	0.5226	1.2946	1.1378
No log	8.1290	252	1.1846	0.5656	1.1846	1.0884
No log	8.1935	254	0.9597	0.6168	0.9597	0.9797
No log	8.2581	256	0.6836	0.6968	0.6836	0.8268
No log	8.3226	258	0.6268	0.6983	0.6268	0.7917
No log	8.3871	260	0.6769	0.6747	0.6769	0.8228
No log	8.4516	262	0.7580	0.6627	0.7580	0.8706
No log	8.5161	264	0.7853	0.6630	0.7853	0.8861
No log	8.5806	266	0.6983	0.6941	0.6983	0.8356
No log	8.6452	268	0.6283	0.7058	0.6283	0.7926
No log	8.7097	270	0.6332	0.7138	0.6332	0.7957
No log	8.7742	272	0.6864	0.6991	0.6864	0.8285
No log	8.8387	274	0.8087	0.6886	0.8087	0.8993
No log	8.9032	276	0.8000	0.6808	0.8000	0.8944
No log	8.9677	278	0.7302	0.6978	0.7302	0.8545
No log	9.0323	280	0.6422	0.7043	0.6422	0.8014
No log	9.0968	282	0.6098	0.6807	0.6098	0.7809
No log	9.1613	284	0.6038	0.6607	0.6038	0.7770
No log	9.2258	286	0.5969	0.7031	0.5969	0.7726
No log	9.2903	288	0.6094	0.7278	0.6094	0.7806
No log	9.3548	290	0.5868	0.7197	0.5868	0.7660
No log	9.4194	292	0.5828	0.7203	0.5828	0.7634
No log	9.4839	294	0.6134	0.7025	0.6134	0.7832
No log	9.5484	296	0.6933	0.6897	0.6933	0.8326
No log	9.6129	298	0.7771	0.6950	0.7771	0.8815
No log	9.6774	300	0.7190	0.6923	0.7190	0.8479
No log	9.7419	302	0.6451	0.7002	0.6451	0.8032
No log	9.8065	304	0.6256	0.7071	0.6256	0.7910
No log	9.8710	306	0.6509	0.7002	0.6509	0.8068
No log	9.9355	308	0.6967	0.6765	0.6967	0.8347
No log	10.0	310	0.7113	0.6644	0.7113	0.8434
No log	10.0645	312	0.7743	0.6597	0.7743	0.8799
No log	10.1290	314	0.7765	0.6481	0.7765	0.8812
No log	10.1935	316	0.7640	0.6861	0.7640	0.8741
No log	10.2581	318	0.7209	0.6878	0.7209	0.8490
No log	10.3226	320	0.6721	0.6840	0.6721	0.8198
No log	10.3871	322	0.6959	0.6804	0.6959	0.8342
No log	10.4516	324	0.7999	0.6804	0.7999	0.8944
No log	10.5161	326	0.9856	0.5975	0.9856	0.9928
No log	10.5806	328	1.0418	0.5824	1.0418	1.0207
No log	10.6452	330	0.8963	0.6493	0.8963	0.9467
No log	10.7097	332	0.7161	0.6739	0.7161	0.8462
No log	10.7742	334	0.6122	0.6515	0.6122	0.7824
No log	10.8387	336	0.5875	0.6573	0.5875	0.7665
No log	10.9032	338	0.5907	0.7059	0.5907	0.7686
No log	10.9677	340	0.6718	0.6953	0.6718	0.8197
No log	11.0323	342	0.6954	0.6887	0.6954	0.8339
No log	11.0968	344	0.6158	0.7117	0.6158	0.7847
No log	11.1613	346	0.5597	0.7331	0.5597	0.7481
No log	11.2258	348	0.5605	0.7369	0.5605	0.7487
No log	11.2903	350	0.5811	0.7062	0.5811	0.7623
No log	11.3548	352	0.6162	0.7111	0.6162	0.7850
No log	11.4194	354	0.6574	0.6932	0.6574	0.8108
No log	11.4839	356	0.6223	0.7048	0.6223	0.7888
No log	11.5484	358	0.5935	0.7319	0.5935	0.7704
No log	11.6129	360	0.5950	0.7227	0.5950	0.7713
No log	11.6774	362	0.6205	0.6966	0.6205	0.7877
No log	11.7419	364	0.6596	0.7141	0.6596	0.8121
No log	11.8065	366	0.7252	0.7090	0.7252	0.8516
No log	11.8710	368	0.6835	0.7111	0.6835	0.8268
No log	11.9355	370	0.6178	0.7018	0.6178	0.7860
No log	12.0	372	0.5884	0.7041	0.5884	0.7670
No log	12.0645	374	0.5889	0.7305	0.5889	0.7674
No log	12.1290	376	0.5953	0.6982	0.5953	0.7715
No log	12.1935	378	0.6320	0.7197	0.6320	0.7950
No log	12.2581	380	0.6088	0.7166	0.6088	0.7803
No log	12.3226	382	0.5891	0.7237	0.5891	0.7675
No log	12.3871	384	0.6224	0.7202	0.6224	0.7889
No log	12.4516	386	0.6249	0.7067	0.6249	0.7905
No log	12.5161	388	0.5846	0.6909	0.5846	0.7646
No log	12.5806	390	0.6166	0.7261	0.6166	0.7853
No log	12.6452	392	0.6728	0.6925	0.6728	0.8202
No log	12.7097	394	0.6434	0.7060	0.6434	0.8021
No log	12.7742	396	0.6084	0.7000	0.6084	0.7800
No log	12.8387	398	0.5894	0.6977	0.5894	0.7677
No log	12.9032	400	0.5934	0.7052	0.5934	0.7704
No log	12.9677	402	0.6146	0.6950	0.6146	0.7840
No log	13.0323	404	0.6875	0.7219	0.6875	0.8292
No log	13.0968	406	0.7484	0.7060	0.7484	0.8651
No log	13.1613	408	0.7199	0.7075	0.7199	0.8484
No log	13.2258	410	0.6744	0.6972	0.6744	0.8212
No log	13.2903	412	0.6789	0.7051	0.6789	0.8239
No log	13.3548	414	0.6922	0.7154	0.6922	0.8320
No log	13.4194	416	0.8118	0.6904	0.8118	0.9010
No log	13.4839	418	0.9331	0.6268	0.9331	0.9660
No log	13.5484	420	0.8676	0.6593	0.8676	0.9315
No log	13.6129	422	0.7823	0.7016	0.7823	0.8845
No log	13.6774	424	0.7544	0.7004	0.7544	0.8686
No log	13.7419	426	0.7436	0.6897	0.7436	0.8623
No log	13.8065	428	0.7371	0.6826	0.7371	0.8586
No log	13.8710	430	0.8260	0.6434	0.8260	0.9088
No log	13.9355	432	0.8492	0.6416	0.8492	0.9215
No log	14.0	434	0.7936	0.6444	0.7936	0.8909
No log	14.0645	436	0.7452	0.6735	0.7452	0.8632
No log	14.1290	438	0.7389	0.6746	0.7389	0.8596
No log	14.1935	440	0.7421	0.6656	0.7421	0.8615
No log	14.2581	442	0.8041	0.6488	0.8041	0.8967
No log	14.3226	444	0.7668	0.6677	0.7668	0.8757
No log	14.3871	446	0.6878	0.6621	0.6878	0.8294
No log	14.4516	448	0.6406	0.6674	0.6406	0.8004
No log	14.5161	450	0.6470	0.6903	0.6470	0.8043
No log	14.5806	452	0.6661	0.6948	0.6661	0.8162
No log	14.6452	454	0.7439	0.6886	0.7439	0.8625
No log	14.7097	456	0.7650	0.6818	0.7650	0.8747
No log	14.7742	458	0.7317	0.7029	0.7317	0.8554
No log	14.8387	460	0.7306	0.6938	0.7306	0.8547
No log	14.9032	462	0.7118	0.6920	0.7118	0.8437
No log	14.9677	464	0.6846	0.6855	0.6846	0.8274
No log	15.0323	466	0.7040	0.6775	0.7040	0.8390
No log	15.0968	468	0.7385	0.6815	0.7385	0.8594
No log	15.1613	470	0.8326	0.6763	0.8326	0.9124
No log	15.2258	472	0.8309	0.6678	0.8309	0.9115
No log	15.2903	474	0.7225	0.6898	0.7225	0.8500
No log	15.3548	476	0.6386	0.7232	0.6386	0.7991
No log	15.4194	478	0.5958	0.7384	0.5958	0.7719
No log	15.4839	480	0.5646	0.7361	0.5646	0.7514
No log	15.5484	482	0.5769	0.7387	0.5769	0.7595
No log	15.6129	484	0.6769	0.7185	0.6769	0.8227
No log	15.6774	486	0.7548	0.6876	0.7548	0.8688
No log	15.7419	488	0.6949	0.7045	0.6949	0.8336
No log	15.8065	490	0.6026	0.7404	0.6026	0.7763
No log	15.8710	492	0.5731	0.7349	0.5731	0.7570
No log	15.9355	494	0.5631	0.7349	0.5631	0.7504
No log	16.0	496	0.5809	0.7179	0.5809	0.7622
No log	16.0645	498	0.6837	0.6975	0.6837	0.8268
0.4135	16.1290	500	0.7902	0.6750	0.7902	0.8889
0.4135	16.1935	502	0.7890	0.6807	0.7890	0.8883
0.4135	16.2581	504	0.7004	0.6864	0.7004	0.8369
0.4135	16.3226	506	0.6431	0.7016	0.6431	0.8019
0.4135	16.3871	508	0.6255	0.7067	0.6255	0.7909
0.4135	16.4516	510	0.6539	0.6882	0.6539	0.8087
0.4135	16.5161	512	0.6782	0.6909	0.6782	0.8235
0.4135	16.5806	514	0.6896	0.6885	0.6896	0.8304
0.4135	16.6452	516	0.6548	0.6803	0.6548	0.8092
0.4135	16.7097	518	0.6399	0.6633	0.6399	0.8000
0.4135	16.7742	520	0.6667	0.6831	0.6667	0.8165
0.4135	16.8387	522	0.7691	0.6687	0.7691	0.8770
0.4135	16.9032	524	0.8175	0.6566	0.8175	0.9042
0.4135	16.9677	526	0.7249	0.6784	0.7249	0.8514
0.4135	17.0323	528	0.5997	0.6749	0.5997	0.7744
0.4135	17.0968	530	0.5703	0.6848	0.5703	0.7552
0.4135	17.1613	532	0.5671	0.6989	0.5671	0.7531
0.4135	17.2258	534	0.5745	0.6999	0.5745	0.7580
0.4135	17.2903	536	0.6313	0.7204	0.6313	0.7946
0.4135	17.3548	538	0.6601	0.7242	0.6601	0.8125
0.4135	17.4194	540	0.6004	0.7389	0.6004	0.7749
0.4135	17.4839	542	0.5802	0.7284	0.5802	0.7617
0.4135	17.5484	544	0.5799	0.7170	0.5799	0.7615
0.4135	17.6129	546	0.6200	0.7076	0.6200	0.7874
0.4135	17.6774	548	0.7018	0.6974	0.7018	0.8377
0.4135	17.7419	550	0.7130	0.6852	0.7130	0.8444
0.4135	17.8065	552	0.6912	0.7076	0.6912	0.8314
0.4135	17.8710	554	0.7240	0.6804	0.7240	0.8509
0.4135	17.9355	556	0.7355	0.6866	0.7355	0.8576
0.4135	18.0	558	0.6791	0.6930	0.6791	0.8241
0.4135	18.0645	560	0.6460	0.7152	0.6460	0.8038
0.4135	18.1290	562	0.6349	0.7218	0.6349	0.7968
0.4135	18.1935	564	0.6683	0.7309	0.6683	0.8175
0.4135	18.2581	566	0.7406	0.6906	0.7406	0.8606
0.4135	18.3226	568	0.7146	0.7012	0.7146	0.8453
0.4135	18.3871	570	0.6606	0.7236	0.6606	0.8128
0.4135	18.4516	572	0.5950	0.7285	0.5950	0.7714
0.4135	18.5161	574	0.5863	0.7357	0.5863	0.7657
0.4135	18.5806	576	0.6254	0.7241	0.6254	0.7908
0.4135	18.6452	578	0.7849	0.6793	0.7849	0.8860
0.4135	18.7097	580	0.9279	0.6662	0.9279	0.9633
0.4135	18.7742	582	0.8590	0.6670	0.8590	0.9268
0.4135	18.8387	584	0.6977	0.6843	0.6977	0.8353
0.4135	18.9032	586	0.6285	0.7186	0.6285	0.7928
0.4135	18.9677	588	0.5879	0.7420	0.5879	0.7667
0.4135	19.0323	590	0.5776	0.7521	0.5776	0.7600
0.4135	19.0968	592	0.6137	0.7314	0.6137	0.7834
0.4135	19.1613	594	0.6632	0.7299	0.6632	0.8144
0.4135	19.2258	596	0.6893	0.7132	0.6893	0.8303
0.4135	19.2903	598	0.6992	0.6963	0.6992	0.8362
0.4135	19.3548	600	0.6289	0.6985	0.6289	0.7930
0.4135	19.4194	602	0.5685	0.7062	0.5685	0.7540
0.4135	19.4839	604	0.5584	0.7087	0.5584	0.7473
0.4135	19.5484	606	0.5637	0.7106	0.5637	0.7508
0.4135	19.6129	608	0.6446	0.7361	0.6446	0.8028
0.4135	19.6774	610	0.8253	0.6747	0.8253	0.9084
0.4135	19.7419	612	0.8733	0.6695	0.8733	0.9345
0.4135	19.8065	614	0.7942	0.6786	0.7942	0.8912
0.4135	19.8710	616	0.6581	0.7219	0.6581	0.8112
0.4135	19.9355	618	0.6288	0.7238	0.6288	0.7930
0.4135	20.0	620	0.6478	0.7291	0.6478	0.8048
0.4135	20.0645	622	0.7256	0.6699	0.7256	0.8518
0.4135	20.1290	624	0.8215	0.6676	0.8215	0.9064
0.4135	20.1935	626	0.8268	0.6625	0.8268	0.9093
0.4135	20.2581	628	0.7866	0.6865	0.7866	0.8869
0.4135	20.3226	630	0.7214	0.6930	0.7214	0.8493
0.4135	20.3871	632	0.6899	0.7113	0.6899	0.8306
0.4135	20.4516	634	0.7313	0.7123	0.7313	0.8551
0.4135	20.5161	636	0.7431	0.7054	0.7431	0.8621
0.4135	20.5806	638	0.7953	0.6800	0.7953	0.8918
0.4135	20.6452	640	0.8011	0.6800	0.8011	0.8950
0.4135	20.7097	642	0.7667	0.6822	0.7667	0.8756
0.4135	20.7742	644	0.7070	0.7006	0.7070	0.8408
0.4135	20.8387	646	0.6820	0.6982	0.6820	0.8258
0.4135	20.9032	648	0.6939	0.6412	0.6939	0.8330
0.4135	20.9677	650	0.6920	0.6190	0.6920	0.8319
0.4135	21.0323	652	0.7107	0.6909	0.7107	0.8430
0.4135	21.0968	654	0.7114	0.7117	0.7114	0.8435
0.4135	21.1613	656	0.6640	0.6836	0.6640	0.8149
0.4135	21.2258	658	0.6356	0.6843	0.6356	0.7973
0.4135	21.2903	660	0.6385	0.6772	0.6385	0.7991
0.4135	21.3548	662	0.6613	0.6851	0.6613	0.8132
0.4135	21.4194	664	0.7180	0.7158	0.7180	0.8474
0.4135	21.4839	666	0.7747	0.6883	0.7747	0.8802
0.4135	21.5484	668	0.7659	0.7145	0.7659	0.8751
0.4135	21.6129	670	0.7263	0.7107	0.7263	0.8522
0.4135	21.6774	672	0.7071	0.7061	0.7071	0.8409
0.4135	21.7419	674	0.6690	0.6701	0.6690	0.8179
0.4135	21.8065	676	0.6639	0.6846	0.6639	0.8148
0.4135	21.8710	678	0.6735	0.6957	0.6735	0.8207
0.4135	21.9355	680	0.7037	0.7047	0.7037	0.8389
0.4135	22.0	682	0.7404	0.6982	0.7404	0.8605
0.4135	22.0645	684	0.7738	0.6846	0.7738	0.8797
0.4135	22.1290	686	0.7644	0.6756	0.7644	0.8743
0.4135	22.1935	688	0.8063	0.6244	0.8063	0.8980
0.4135	22.2581	690	0.8496	0.6462	0.8496	0.9217
0.4135	22.3226	692	0.8480	0.6454	0.8480	0.9208
0.4135	22.3871	694	0.8226	0.6610	0.8226	0.9070
0.4135	22.4516	696	0.8021	0.6563	0.8021	0.8956

Framework versions

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