ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_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: 0.6997
• Qwk: 0.7143
• Mse: 0.6997
• Rmse: 0.8365

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	0.0133	2	6.8489	0.0308	6.8489	2.6170
No log	0.0267	4	4.3232	0.0769	4.3232	2.0792
No log	0.04	6	2.6512	0.0764	2.6512	1.6282
No log	0.0533	8	1.8694	0.2000	1.8694	1.3673
No log	0.0667	10	1.6232	0.1905	1.6232	1.2740
No log	0.08	12	1.6463	0.1835	1.6463	1.2831
No log	0.0933	14	1.6501	0.3009	1.6501	1.2846
No log	0.1067	16	1.6026	0.1698	1.6026	1.2659
No log	0.12	18	1.6727	0.0952	1.6727	1.2933
No log	0.1333	20	2.0226	0.1875	2.0226	1.4222
No log	0.1467	22	2.0369	0.2308	2.0369	1.4272
No log	0.16	24	1.7689	0.3226	1.7689	1.3300
No log	0.1733	26	1.4879	0.1698	1.4879	1.2198
No log	0.1867	28	1.3663	0.2075	1.3663	1.1689
No log	0.2	30	1.3135	0.3273	1.3135	1.1461
No log	0.2133	32	1.2150	0.4538	1.2150	1.1023
No log	0.2267	34	1.1450	0.4959	1.1450	1.0701
No log	0.24	36	1.5332	0.3306	1.5332	1.2382
No log	0.2533	38	1.5177	0.3566	1.5177	1.2320
No log	0.2667	40	1.0237	0.6107	1.0237	1.0118
No log	0.28	42	0.8835	0.6269	0.8835	0.9399
No log	0.2933	44	0.9320	0.6143	0.9320	0.9654
No log	0.3067	46	0.9600	0.6351	0.9600	0.9798
No log	0.32	48	0.8298	0.6944	0.8298	0.9109
No log	0.3333	50	0.9002	0.5926	0.9002	0.9488
No log	0.3467	52	1.0288	0.5793	1.0288	1.0143
No log	0.36	54	0.9517	0.6258	0.9517	0.9756
No log	0.3733	56	0.8936	0.6434	0.8936	0.9453
No log	0.3867	58	1.4402	0.4533	1.4402	1.2001
No log	0.4	60	1.7425	0.4052	1.7425	1.3200
No log	0.4133	62	1.9195	0.4076	1.9195	1.3854
No log	0.4267	64	1.4495	0.4675	1.4495	1.2039
No log	0.44	66	1.0235	0.6122	1.0235	1.0117
No log	0.4533	68	1.0399	0.5493	1.0399	1.0198
No log	0.4667	70	1.0329	0.5468	1.0329	1.0163
No log	0.48	72	0.9724	0.5612	0.9724	0.9861
No log	0.4933	74	1.0761	0.5789	1.0761	1.0374
No log	0.5067	76	1.0730	0.6173	1.0730	1.0358
No log	0.52	78	1.0049	0.6282	1.0049	1.0025
No log	0.5333	80	0.9241	0.7097	0.9241	0.9613
No log	0.5467	82	0.9355	0.7239	0.9355	0.9672
No log	0.56	84	0.8792	0.7412	0.8792	0.9376
No log	0.5733	86	0.8810	0.6932	0.8810	0.9386
No log	0.5867	88	0.9313	0.6816	0.9313	0.9650
No log	0.6	90	0.9585	0.7030	0.9585	0.9790
No log	0.6133	92	0.9781	0.6871	0.9781	0.9890
No log	0.6267	94	1.0165	0.6456	1.0165	1.0082
No log	0.64	96	1.0965	0.5963	1.0965	1.0472
No log	0.6533	98	1.0865	0.5875	1.0865	1.0424
No log	0.6667	100	1.1018	0.6512	1.1018	1.0497
No log	0.68	102	1.1596	0.6374	1.1596	1.0768
No log	0.6933	104	1.0929	0.6374	1.0929	1.0454
No log	0.7067	106	0.9032	0.6748	0.9032	0.9504
No log	0.72	108	0.8019	0.7067	0.8019	0.8955
No log	0.7333	110	0.7510	0.7333	0.7510	0.8666
No log	0.7467	112	0.7422	0.7333	0.7422	0.8615
No log	0.76	114	0.7688	0.7162	0.7688	0.8768
No log	0.7733	116	0.7513	0.7152	0.7513	0.8668
No log	0.7867	118	0.7162	0.7383	0.7162	0.8463
No log	0.8	120	0.6836	0.76	0.6836	0.8268
No log	0.8133	122	0.7094	0.7027	0.7094	0.8422
No log	0.8267	124	0.7574	0.7389	0.7574	0.8703
No log	0.84	126	0.7589	0.7439	0.7589	0.8712
No log	0.8533	128	0.8492	0.7742	0.8492	0.9215
No log	0.8667	130	0.9524	0.7374	0.9524	0.9759
No log	0.88	132	0.8729	0.7539	0.8729	0.9343
No log	0.8933	134	0.8787	0.7303	0.8787	0.9374
No log	0.9067	136	0.9620	0.7	0.9620	0.9808
No log	0.92	138	0.9926	0.6901	0.9926	0.9963
No log	0.9333	140	0.9086	0.6709	0.9086	0.9532
No log	0.9467	142	0.7625	0.7742	0.7625	0.8732
No log	0.96	144	0.7562	0.6897	0.7562	0.8696
No log	0.9733	146	0.7531	0.7075	0.7531	0.8678
No log	0.9867	148	0.7014	0.7347	0.7014	0.8375
No log	1.0	150	0.6771	0.76	0.6771	0.8229
No log	1.0133	152	0.6736	0.7651	0.6736	0.8207
No log	1.0267	154	0.6584	0.7651	0.6584	0.8114
No log	1.04	156	0.6815	0.7722	0.6815	0.8255
No log	1.0533	158	0.7748	0.7089	0.7748	0.8802
No log	1.0667	160	0.8559	0.6438	0.8559	0.9252
No log	1.08	162	0.8522	0.6761	0.8522	0.9232
No log	1.0933	164	0.8024	0.7432	0.8024	0.8958
No log	1.1067	166	0.7949	0.7383	0.7949	0.8916
No log	1.12	168	0.8324	0.6901	0.8324	0.9123
No log	1.1333	170	0.8977	0.6621	0.8977	0.9475
No log	1.1467	172	0.8033	0.6897	0.8033	0.8963
No log	1.16	174	0.6729	0.7733	0.6729	0.8203
No log	1.1733	176	0.6442	0.7333	0.6442	0.8026
No log	1.1867	178	0.6523	0.7342	0.6523	0.8077
No log	1.2	180	0.6054	0.7771	0.6054	0.7781
No log	1.2133	182	0.6185	0.7826	0.6185	0.7865
No log	1.2267	184	0.7966	0.7429	0.7966	0.8925
No log	1.24	186	0.8418	0.7429	0.8418	0.9175
No log	1.2533	188	0.7286	0.7578	0.7286	0.8536
No log	1.2667	190	0.6665	0.7568	0.6665	0.8164
No log	1.28	192	0.6606	0.7821	0.6606	0.8128
No log	1.2933	194	0.7869	0.7399	0.7869	0.8871
No log	1.3067	196	0.9434	0.6927	0.9434	0.9713
No log	1.32	198	0.9130	0.7232	0.9130	0.9555
No log	1.3333	200	0.6664	0.8049	0.6664	0.8164
No log	1.3467	202	0.6395	0.7355	0.6395	0.7997
No log	1.3600	204	0.6621	0.7143	0.6621	0.8137
No log	1.3733	206	0.6898	0.7389	0.6898	0.8306
No log	1.3867	208	0.6493	0.7582	0.6493	0.8058
No log	1.4	210	0.7159	0.7067	0.7159	0.8461
No log	1.4133	212	0.8155	0.7170	0.8155	0.9031
No log	1.4267	214	0.8009	0.7362	0.8009	0.8949
No log	1.44	216	0.7149	0.7607	0.7149	0.8455
No log	1.4533	218	0.6476	0.8199	0.6476	0.8048
No log	1.4667	220	0.6626	0.8050	0.6626	0.8140
No log	1.48	222	0.6974	0.7815	0.6974	0.8351
No log	1.4933	224	0.7813	0.7105	0.7813	0.8839
No log	1.5067	226	0.8930	0.7317	0.8930	0.9450
No log	1.52	228	0.8714	0.7337	0.8714	0.9335
No log	1.5333	230	0.7805	0.7412	0.7805	0.8835
No log	1.5467	232	0.6336	0.8	0.6336	0.7960
No log	1.56	234	0.5834	0.7895	0.5834	0.7638
No log	1.5733	236	0.5676	0.8101	0.5676	0.7534
No log	1.5867	238	0.6491	0.8025	0.6491	0.8057
No log	1.6	240	0.7372	0.7485	0.7372	0.8586
No log	1.6133	242	0.6666	0.7879	0.6666	0.8164
No log	1.6267	244	0.5804	0.7785	0.5804	0.7618
No log	1.6400	246	0.5599	0.7898	0.5599	0.7483
No log	1.6533	248	0.6075	0.7595	0.6075	0.7794
No log	1.6667	250	0.6243	0.7595	0.6243	0.7901
No log	1.6800	252	0.5800	0.7792	0.5800	0.7616
No log	1.6933	254	0.6678	0.7975	0.6678	0.8172
No log	1.7067	256	0.7899	0.725	0.7899	0.8888
No log	1.72	258	0.8316	0.6939	0.8316	0.9119
No log	1.7333	260	0.8255	0.6617	0.8255	0.9085
No log	1.7467	262	0.8446	0.6260	0.8446	0.9190
No log	1.76	264	0.8073	0.6569	0.8073	0.8985
No log	1.7733	266	0.7827	0.7083	0.7827	0.8847
No log	1.7867	268	0.7526	0.6974	0.7526	0.8675
No log	1.8	270	0.7791	0.6918	0.7791	0.8826
No log	1.8133	272	0.8192	0.6786	0.8192	0.9051
No log	1.8267	274	0.8842	0.7052	0.8842	0.9403
No log	1.8400	276	0.8332	0.6982	0.8332	0.9128
No log	1.8533	278	0.6708	0.7848	0.6708	0.8191
No log	1.8667	280	0.6017	0.7947	0.6017	0.7757
No log	1.88	282	0.5753	0.7895	0.5753	0.7585
No log	1.8933	284	0.6072	0.8111	0.6072	0.7792
No log	1.9067	286	0.6671	0.7933	0.6671	0.8168
No log	1.92	288	0.6128	0.7925	0.6128	0.7828
No log	1.9333	290	0.5753	0.8133	0.5753	0.7585
No log	1.9467	292	0.6158	0.7891	0.6158	0.7847
No log	1.96	294	0.7565	0.7355	0.7565	0.8698
No log	1.9733	296	0.8992	0.6928	0.8992	0.9482
No log	1.9867	298	0.8735	0.6986	0.8735	0.9346
No log	2.0	300	0.7470	0.7273	0.7470	0.8643
No log	2.0133	302	0.6588	0.7891	0.6588	0.8116
No log	2.0267	304	0.6315	0.7945	0.6315	0.7946
No log	2.04	306	0.6515	0.7619	0.6515	0.8071
No log	2.0533	308	0.6708	0.7632	0.6708	0.8190
No log	2.0667	310	0.6284	0.7843	0.6284	0.7927
No log	2.08	312	0.5884	0.8026	0.5884	0.7671
No log	2.0933	314	0.5653	0.8176	0.5653	0.7519
No log	2.1067	316	0.6346	0.7711	0.6346	0.7966
No log	2.12	318	0.7088	0.7416	0.7088	0.8419
No log	2.1333	320	0.6489	0.7625	0.6489	0.8056
No log	2.1467	322	0.5928	0.7838	0.5928	0.7700
No log	2.16	324	0.6433	0.7310	0.6433	0.8021
No log	2.1733	326	0.6921	0.7042	0.6921	0.8319
No log	2.1867	328	0.6921	0.6906	0.6921	0.8319
No log	2.2	330	0.7540	0.7194	0.7540	0.8683
No log	2.2133	332	0.8700	0.6803	0.8700	0.9327
No log	2.2267	334	0.8558	0.6887	0.8558	0.9251
No log	2.24	336	0.6907	0.7067	0.6907	0.8311
No log	2.2533	338	0.5504	0.8079	0.5504	0.7419
No log	2.2667	340	0.5030	0.8481	0.5030	0.7092
No log	2.2800	342	0.5214	0.8333	0.5214	0.7221
No log	2.2933	344	0.4972	0.8380	0.4972	0.7052
No log	2.3067	346	0.5229	0.8268	0.5229	0.7231
No log	2.32	348	0.5133	0.8344	0.5133	0.7164
No log	2.3333	350	0.5227	0.8212	0.5227	0.7230
No log	2.3467	352	0.5181	0.8108	0.5181	0.7198
No log	2.36	354	0.5411	0.8108	0.5411	0.7356
No log	2.3733	356	0.5678	0.7862	0.5678	0.7535
No log	2.3867	358	0.5383	0.7733	0.5383	0.7337
No log	2.4	360	0.5294	0.7792	0.5294	0.7276
No log	2.4133	362	0.5283	0.7838	0.5283	0.7268
No log	2.4267	364	0.5453	0.7838	0.5453	0.7384
No log	2.44	366	0.5484	0.7838	0.5484	0.7406
No log	2.4533	368	0.5723	0.7891	0.5723	0.7565
No log	2.4667	370	0.6060	0.7945	0.6060	0.7785
No log	2.48	372	0.6378	0.7660	0.6378	0.7987
No log	2.4933	374	0.6961	0.7517	0.6961	0.8343
No log	2.5067	376	0.7182	0.7296	0.7182	0.8475
No log	2.52	378	0.6768	0.7484	0.6768	0.8227
No log	2.5333	380	0.5816	0.7891	0.5816	0.7626
No log	2.5467	382	0.5974	0.7891	0.5974	0.7729
No log	2.56	384	0.6085	0.7552	0.6085	0.7801
No log	2.5733	386	0.6331	0.7606	0.6331	0.7957
No log	2.5867	388	0.6214	0.7465	0.6214	0.7883
No log	2.6	390	0.5984	0.7785	0.5984	0.7735
No log	2.6133	392	0.5521	0.7843	0.5521	0.7430
No log	2.6267	394	0.5607	0.7808	0.5607	0.7488
No log	2.64	396	0.5793	0.7843	0.5793	0.7611
No log	2.6533	398	0.5270	0.7919	0.5270	0.7260
No log	2.6667	400	0.5448	0.8098	0.5448	0.7381
No log	2.68	402	0.7301	0.7709	0.7301	0.8545
No log	2.6933	404	0.8527	0.7432	0.8527	0.9234
No log	2.7067	406	0.7960	0.7368	0.7960	0.8922
No log	2.7200	408	0.7317	0.7333	0.7317	0.8554
No log	2.7333	410	0.7368	0.7101	0.7368	0.8584
No log	2.7467	412	0.7722	0.6765	0.7722	0.8788
No log	2.76	414	0.7388	0.7101	0.7388	0.8595
No log	2.7733	416	0.7255	0.7606	0.7255	0.8518
No log	2.7867	418	0.7892	0.6759	0.7892	0.8883
No log	2.8	420	0.8454	0.6918	0.8454	0.9195
No log	2.8133	422	0.8143	0.6795	0.8143	0.9024
No log	2.8267	424	0.7264	0.7333	0.7264	0.8523
No log	2.84	426	0.6504	0.7606	0.6504	0.8064
No log	2.8533	428	0.5958	0.7724	0.5958	0.7719
No log	2.8667	430	0.5584	0.8	0.5584	0.7473
No log	2.88	432	0.5617	0.8023	0.5617	0.7495
No log	2.8933	434	0.5517	0.8023	0.5517	0.7427
No log	2.9067	436	0.5646	0.7931	0.5646	0.7514
No log	2.92	438	0.5581	0.7901	0.5581	0.7470
No log	2.9333	440	0.5659	0.7867	0.5659	0.7523
No log	2.9467	442	0.5674	0.7785	0.5674	0.7533
No log	2.96	444	0.5999	0.7901	0.5999	0.7745
No log	2.9733	446	0.6902	0.7514	0.6902	0.8308
No log	2.9867	448	0.7561	0.7337	0.7561	0.8696
No log	3.0	450	0.7302	0.7296	0.7302	0.8545
No log	3.0133	452	0.6498	0.7484	0.6498	0.8061
No log	3.0267	454	0.5951	0.8025	0.5951	0.7714
No log	3.04	456	0.5647	0.7973	0.5647	0.7515
No log	3.0533	458	0.5790	0.7919	0.5790	0.7609
No log	3.0667	460	0.6131	0.7867	0.6131	0.7830
No log	3.08	462	0.6287	0.7808	0.6287	0.7929
No log	3.0933	464	0.6347	0.7778	0.6347	0.7967
No log	3.1067	466	0.6710	0.7552	0.6710	0.8191
No log	3.12	468	0.7251	0.7162	0.7251	0.8515
No log	3.1333	470	0.7758	0.7013	0.7758	0.8808
No log	3.1467	472	0.7308	0.7261	0.7308	0.8549
No log	3.16	474	0.6982	0.7226	0.6982	0.8356
No log	3.1733	476	0.7039	0.7237	0.7039	0.8390
No log	3.1867	478	0.7453	0.7027	0.7453	0.8633
No log	3.2	480	0.7863	0.7027	0.7863	0.8868
No log	3.2133	482	0.7348	0.7133	0.7348	0.8572
No log	3.2267	484	0.6587	0.7778	0.6587	0.8116
No log	3.24	486	0.6340	0.7891	0.6340	0.7962
No log	3.2533	488	0.6826	0.7123	0.6826	0.8262
No log	3.2667	490	0.7059	0.7261	0.7059	0.8402
No log	3.2800	492	0.7393	0.7261	0.7393	0.8598
No log	3.2933	494	0.7352	0.7152	0.7352	0.8574
No log	3.3067	496	0.7227	0.7413	0.7227	0.8501
No log	3.32	498	0.7329	0.7234	0.7329	0.8561
0.4257	3.3333	500	0.7088	0.7310	0.7088	0.8419
0.4257	3.3467	502	0.6467	0.7651	0.6467	0.8042
0.4257	3.36	504	0.5965	0.7875	0.5965	0.7723
0.4257	3.3733	506	0.5662	0.8101	0.5662	0.7525
0.4257	3.3867	508	0.5935	0.8026	0.5935	0.7704
0.4257	3.4	510	0.6700	0.7651	0.6700	0.8185
0.4257	3.4133	512	0.7740	0.6621	0.7740	0.8798
0.4257	3.4267	514	0.8350	0.6197	0.8350	0.9138
0.4257	3.44	516	0.8416	0.6197	0.8416	0.9174
0.4257	3.4533	518	0.7794	0.6993	0.7794	0.8829
0.4257	3.4667	520	0.7502	0.7552	0.7502	0.8661
0.4257	3.48	522	0.7313	0.7	0.7313	0.8552
0.4257	3.4933	524	0.6869	0.7211	0.6869	0.8288
0.4257	3.5067	526	0.6262	0.8105	0.6262	0.7913
0.4257	3.52	528	0.6171	0.8	0.6171	0.7855
0.4257	3.5333	530	0.7206	0.7170	0.7206	0.8489
0.4257	3.5467	532	0.8211	0.7186	0.8211	0.9062
0.4257	3.56	534	0.7751	0.6667	0.7751	0.8804
0.4257	3.5733	536	0.6626	0.7586	0.6626	0.8140
0.4257	3.5867	538	0.5656	0.7671	0.5656	0.7520
0.4257	3.6	540	0.5267	0.8158	0.5267	0.7257
0.4257	3.6133	542	0.5123	0.8	0.5123	0.7157
0.4257	3.6267	544	0.4964	0.8133	0.4964	0.7046
0.4257	3.64	546	0.5056	0.8158	0.5056	0.7110
0.4257	3.6533	548	0.5218	0.8079	0.5218	0.7223
0.4257	3.6667	550	0.5421	0.8079	0.5421	0.7363
0.4257	3.68	552	0.5408	0.7973	0.5408	0.7354
0.4257	3.6933	554	0.5683	0.7832	0.5683	0.7538
0.4257	3.7067	556	0.6026	0.7724	0.6026	0.7763
0.4257	3.7200	558	0.6426	0.7703	0.6426	0.8016
0.4257	3.7333	560	0.6393	0.7703	0.6393	0.7995
0.4257	3.7467	562	0.6035	0.8	0.6035	0.7768
0.4257	3.76	564	0.5766	0.7945	0.5766	0.7593
0.4257	3.7733	566	0.5553	0.8027	0.5553	0.7452
0.4257	3.7867	568	0.5497	0.8182	0.5497	0.7414
0.4257	3.8	570	0.5756	0.8182	0.5756	0.7587
0.4257	3.8133	572	0.5788	0.8079	0.5788	0.7608
0.4257	3.8267	574	0.5852	0.8079	0.5852	0.7650
0.4257	3.84	576	0.6278	0.7973	0.6278	0.7923
0.4257	3.8533	578	0.6358	0.7862	0.6358	0.7974
0.4257	3.8667	580	0.6424	0.7973	0.6424	0.8015
0.4257	3.88	582	0.6503	0.7973	0.6503	0.8064
0.4257	3.8933	584	0.6646	0.7922	0.6646	0.8152
0.4257	3.9067	586	0.7598	0.7285	0.7598	0.8717
0.4257	3.92	588	0.7969	0.7237	0.7969	0.8927
0.4257	3.9333	590	0.7478	0.7297	0.7478	0.8648
0.4257	3.9467	592	0.7220	0.7234	0.7220	0.8497
0.4257	3.96	594	0.6593	0.7619	0.6593	0.8120
0.4257	3.9733	596	0.6206	0.7838	0.6206	0.7878
0.4257	3.9867	598	0.6222	0.8182	0.6222	0.7888
0.4257	4.0	600	0.6617	0.7791	0.6617	0.8134
0.4257	4.0133	602	0.6831	0.7886	0.6831	0.8265
0.4257	4.0267	604	0.6991	0.7368	0.6991	0.8361
0.4257	4.04	606	0.7370	0.7081	0.7370	0.8585
0.4257	4.0533	608	0.7461	0.7143	0.7461	0.8638
0.4257	4.0667	610	0.7637	0.7172	0.7637	0.8739
0.4257	4.08	612	0.7430	0.7007	0.7430	0.8620
0.4257	4.0933	614	0.6922	0.7518	0.6922	0.8320
0.4257	4.1067	616	0.6456	0.7518	0.6456	0.8035
0.4257	4.12	618	0.5804	0.8	0.5804	0.7618
0.4257	4.1333	620	0.5340	0.8387	0.5340	0.7307
0.4257	4.1467	622	0.5622	0.8344	0.5622	0.7498
0.4257	4.16	624	0.6089	0.7953	0.6089	0.7803
0.4257	4.1733	626	0.6580	0.7362	0.6580	0.8112
0.4257	4.1867	628	0.6743	0.7215	0.6743	0.8211
0.4257	4.2	630	0.6463	0.7692	0.6463	0.8039
0.4257	4.2133	632	0.6792	0.7518	0.6792	0.8241
0.4257	4.2267	634	0.7141	0.7518	0.7141	0.8450
0.4257	4.24	636	0.6862	0.7429	0.6862	0.8284
0.4257	4.2533	638	0.6472	0.7429	0.6472	0.8045
0.4257	4.2667	640	0.6022	0.7808	0.6022	0.7760
0.4257	4.28	642	0.5573	0.8	0.5573	0.7465
0.4257	4.2933	644	0.5545	0.8024	0.5545	0.7446
0.4257	4.3067	646	0.5851	0.8182	0.5851	0.7649
0.4257	4.32	648	0.5867	0.8182	0.5867	0.7660
0.4257	4.3333	650	0.5766	0.8129	0.5766	0.7593
0.4257	4.3467	652	0.6147	0.7815	0.6147	0.7841
0.4257	4.36	654	0.6289	0.7586	0.6289	0.7930
0.4257	4.3733	656	0.6427	0.7692	0.6427	0.8017
0.4257	4.3867	658	0.6545	0.7465	0.6545	0.8090
0.4257	4.4	660	0.6716	0.7101	0.6716	0.8195
0.4257	4.4133	662	0.6814	0.7092	0.6814	0.8255
0.4257	4.4267	664	0.6801	0.7310	0.6801	0.8247
0.4257	4.44	666	0.6839	0.7050	0.6839	0.8270
0.4257	4.4533	668	0.6997	0.7143	0.6997	0.8365

Framework versions

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