ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k5_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: 0.7839
• Qwk: 0.6573
• Mse: 0.7839
• Rmse: 0.8854

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	7.0113	0.0	7.0113	2.6479
No log	0.16	4	4.1929	0.0889	4.1929	2.0477
No log	0.24	6	2.9122	0.0513	2.9122	1.7065
No log	0.32	8	2.1154	0.1538	2.1154	1.4544
No log	0.4	10	1.6550	0.2018	1.6550	1.2865
No log	0.48	12	1.9704	0.1875	1.9704	1.4037
No log	0.56	14	2.4728	0.0959	2.4728	1.5725
No log	0.64	16	2.1493	0.2290	2.1493	1.4661
No log	0.72	18	1.5256	0.2655	1.5256	1.2351
No log	0.8	20	1.4222	0.2222	1.4222	1.1926
No log	0.88	22	1.4647	0.1165	1.4647	1.2102
No log	0.96	24	1.4923	0.1538	1.4923	1.2216
No log	1.04	26	1.5178	0.1538	1.5178	1.2320
No log	1.12	28	1.4668	0.2037	1.4668	1.2111
No log	1.2	30	1.3187	0.2857	1.3187	1.1483
No log	1.28	32	1.2203	0.3276	1.2203	1.1047
No log	1.3600	34	1.3803	0.4733	1.3803	1.1749
No log	1.44	36	1.7076	0.4196	1.7076	1.3068
No log	1.52	38	1.7774	0.4476	1.7774	1.3332
No log	1.6	40	1.3639	0.4755	1.3639	1.1679
No log	1.6800	42	0.9200	0.6531	0.9200	0.9592
No log	1.76	44	0.9823	0.6212	0.9823	0.9911
No log	1.8400	46	1.9352	0.1301	1.9352	1.3911
No log	1.92	48	2.2029	0.0794	2.2029	1.4842
No log	2.0	50	1.1509	0.5185	1.1509	1.0728
No log	2.08	52	0.8441	0.6619	0.8441	0.9188
No log	2.16	54	0.6699	0.7651	0.6699	0.8185
No log	2.24	56	0.6407	0.7662	0.6407	0.8005
No log	2.32	58	0.7064	0.7467	0.7064	0.8405
No log	2.4	60	0.8125	0.7042	0.8125	0.9014
No log	2.48	62	0.9579	0.6763	0.9579	0.9787
No log	2.56	64	0.9515	0.6809	0.9515	0.9754
No log	2.64	66	1.0406	0.6143	1.0406	1.0201
No log	2.7200	68	1.9820	0.3905	1.9820	1.4078
No log	2.8	70	2.0520	0.4138	2.0520	1.4325
No log	2.88	72	1.3590	0.4730	1.3590	1.1658
No log	2.96	74	0.9610	0.7034	0.9610	0.9803
No log	3.04	76	1.1752	0.5205	1.1752	1.0841
No log	3.12	78	1.2835	0.5333	1.2835	1.1329
No log	3.2	80	1.2405	0.5430	1.2405	1.1138
No log	3.2800	82	0.9615	0.6358	0.9615	0.9805
No log	3.36	84	0.8673	0.6939	0.8673	0.9313
No log	3.44	86	0.8305	0.7211	0.8305	0.9113
No log	3.52	88	0.8635	0.7260	0.8635	0.9292
No log	3.6	90	0.9274	0.6897	0.9274	0.9630
No log	3.68	92	0.8295	0.7172	0.8295	0.9108
No log	3.76	94	0.7569	0.7397	0.7569	0.8700
No log	3.84	96	0.6972	0.7568	0.6972	0.8350
No log	3.92	98	0.7080	0.7368	0.7080	0.8414
No log	4.0	100	0.7073	0.7368	0.7073	0.8410
No log	4.08	102	0.6155	0.7799	0.6155	0.7845
No log	4.16	104	0.6149	0.7722	0.6149	0.7842
No log	4.24	106	0.6595	0.7451	0.6595	0.8121
No log	4.32	108	0.6881	0.7451	0.6881	0.8295
No log	4.4	110	0.7952	0.7020	0.7952	0.8917
No log	4.48	112	0.7949	0.6800	0.7949	0.8916
No log	4.5600	114	0.8239	0.6846	0.8239	0.9077
No log	4.64	116	0.8163	0.7211	0.8163	0.9035
No log	4.72	118	0.9588	0.6286	0.9588	0.9792
No log	4.8	120	1.0199	0.5522	1.0199	1.0099
No log	4.88	122	0.9601	0.6571	0.9601	0.9799
No log	4.96	124	1.0696	0.6479	1.0696	1.0342
No log	5.04	126	1.2476	0.4965	1.2476	1.1169
No log	5.12	128	1.1390	0.5674	1.1390	1.0672
No log	5.2	130	0.9532	0.6765	0.9532	0.9763
No log	5.28	132	0.9001	0.6619	0.9001	0.9487
No log	5.36	134	0.8962	0.6809	0.8962	0.9467
No log	5.44	136	0.8443	0.6667	0.8443	0.9188
No log	5.52	138	0.8611	0.6667	0.8611	0.9280
No log	5.6	140	0.8254	0.6803	0.8254	0.9085
No log	5.68	142	0.7904	0.6803	0.7904	0.8891
No log	5.76	144	0.7234	0.7162	0.7234	0.8505
No log	5.84	146	0.6847	0.7568	0.6847	0.8275
No log	5.92	148	0.6955	0.7919	0.6955	0.8340
No log	6.0	150	0.6882	0.7755	0.6882	0.8296
No log	6.08	152	0.7249	0.7448	0.7249	0.8514
No log	6.16	154	0.6655	0.7838	0.6655	0.8158
No log	6.24	156	0.7807	0.6528	0.7807	0.8836
No log	6.32	158	0.8795	0.6429	0.8795	0.9378
No log	6.4	160	0.8022	0.6528	0.8022	0.8956
No log	6.48	162	0.7809	0.7133	0.7809	0.8837
No log	6.5600	164	0.7849	0.76	0.7849	0.8859
No log	6.64	166	0.8277	0.6939	0.8277	0.9098
No log	6.72	168	0.7994	0.7075	0.7994	0.8941
No log	6.8	170	0.8394	0.6620	0.8394	0.9162
No log	6.88	172	1.0825	0.5333	1.0825	1.0405
No log	6.96	174	1.0858	0.5564	1.0858	1.0420
No log	7.04	176	0.9526	0.6260	0.9526	0.9760
No log	7.12	178	0.8658	0.6222	0.8658	0.9305
No log	7.2	180	0.8434	0.6522	0.8434	0.9184
No log	7.28	182	0.7933	0.6713	0.7933	0.8907
No log	7.36	184	0.7297	0.7310	0.7297	0.8542
No log	7.44	186	0.7510	0.6761	0.7510	0.8666
No log	7.52	188	0.7989	0.6853	0.7989	0.8938
No log	7.6	190	0.7619	0.6897	0.7619	0.8729
No log	7.68	192	0.6851	0.7333	0.6851	0.8277
No log	7.76	194	0.6939	0.7564	0.6939	0.8330
No log	7.84	196	0.7382	0.7403	0.7382	0.8592
No log	7.92	198	0.7634	0.7248	0.7634	0.8737
No log	8.0	200	0.7814	0.7034	0.7814	0.8840
No log	8.08	202	0.7898	0.6906	0.7898	0.8887
No log	8.16	204	0.7586	0.7143	0.7586	0.8710
No log	8.24	206	0.7441	0.7285	0.7441	0.8626
No log	8.32	208	0.8674	0.6892	0.8674	0.9313
No log	8.4	210	0.9144	0.6933	0.9144	0.9562
No log	8.48	212	0.7689	0.7143	0.7689	0.8769
No log	8.56	214	0.7205	0.7439	0.7205	0.8488
No log	8.64	216	0.7902	0.7403	0.7902	0.8889
No log	8.72	218	0.7332	0.7799	0.7332	0.8563
No log	8.8	220	0.7549	0.7355	0.7549	0.8688
No log	8.88	222	0.8514	0.7020	0.8514	0.9227
No log	8.96	224	0.8366	0.7020	0.8366	0.9147
No log	9.04	226	0.7868	0.7285	0.7868	0.8870
No log	9.12	228	0.9049	0.6620	0.9049	0.9513
No log	9.2	230	1.0084	0.5931	1.0084	1.0042
No log	9.28	232	0.9255	0.6434	0.9255	0.9620
No log	9.36	234	0.7782	0.7211	0.7782	0.8822
No log	9.44	236	0.7409	0.75	0.7409	0.8607
No log	9.52	238	0.7208	0.7595	0.7208	0.8490
No log	9.6	240	0.6992	0.7712	0.6992	0.8362
No log	9.68	242	0.7534	0.7059	0.7534	0.8680
No log	9.76	244	0.8798	0.6581	0.8798	0.9380
No log	9.84	246	0.8962	0.6575	0.8962	0.9467
No log	9.92	248	0.8604	0.7092	0.8604	0.9276
No log	10.0	250	0.8781	0.6119	0.8781	0.9371
No log	10.08	252	0.8914	0.6232	0.8914	0.9441
No log	10.16	254	0.8237	0.6713	0.8237	0.9076
No log	10.24	256	0.7301	0.7417	0.7301	0.8544
No log	10.32	258	0.7419	0.6897	0.7419	0.8614
No log	10.4	260	0.7630	0.6897	0.7630	0.8735
No log	10.48	262	0.8320	0.7075	0.8320	0.9122
No log	10.56	264	0.8112	0.6619	0.8112	0.9006
No log	10.64	266	0.8170	0.6667	0.8170	0.9039
No log	10.72	268	0.8549	0.6716	0.8549	0.9246
No log	10.8	270	0.8535	0.6565	0.8535	0.9239
No log	10.88	272	0.7865	0.6763	0.7865	0.8869
No log	10.96	274	0.7462	0.6993	0.7462	0.8638
No log	11.04	276	0.7861	0.6853	0.7861	0.8866
No log	11.12	278	0.8725	0.6522	0.8725	0.9341
No log	11.2	280	0.8850	0.6269	0.8850	0.9408
No log	11.28	282	0.7990	0.6906	0.7990	0.8939
No log	11.36	284	0.7626	0.7310	0.7626	0.8733
No log	11.44	286	0.7236	0.7297	0.7236	0.8506
No log	11.52	288	0.7053	0.7310	0.7053	0.8398
No log	11.6	290	0.7059	0.7273	0.7059	0.8402
No log	11.68	292	0.6673	0.7273	0.6673	0.8169
No log	11.76	294	0.6393	0.7534	0.6393	0.7995
No log	11.84	296	0.6377	0.7273	0.6377	0.7985
No log	11.92	298	0.6261	0.7607	0.6261	0.7912
No log	12.0	300	0.6173	0.7712	0.6173	0.7857
No log	12.08	302	0.6299	0.7712	0.6299	0.7937
No log	12.16	304	0.6510	0.7532	0.6510	0.8069
No log	12.24	306	0.6834	0.76	0.6834	0.8267
No log	12.32	308	0.7351	0.7347	0.7351	0.8574
No log	12.4	310	0.7369	0.7347	0.7369	0.8584
No log	12.48	312	0.7267	0.7568	0.7267	0.8525
No log	12.56	314	0.7010	0.7682	0.7010	0.8373
No log	12.64	316	0.6632	0.7532	0.6632	0.8144
No log	12.72	318	0.6707	0.7815	0.6707	0.8190
No log	12.8	320	0.6508	0.7838	0.6508	0.8067
No log	12.88	322	0.6768	0.7324	0.6768	0.8227
No log	12.96	324	0.7735	0.6790	0.7735	0.8795
No log	13.04	326	0.7696	0.7024	0.7696	0.8772
No log	13.12	328	0.7023	0.7375	0.7023	0.8380
No log	13.2	330	0.6623	0.7532	0.6623	0.8138
No log	13.28	332	0.6679	0.7712	0.6679	0.8172
No log	13.36	334	0.7064	0.7451	0.7064	0.8405
No log	13.44	336	0.7110	0.7397	0.7110	0.8432
No log	13.52	338	0.7378	0.6763	0.7378	0.8589
No log	13.6	340	0.7645	0.6761	0.7645	0.8744
No log	13.68	342	0.7727	0.6712	0.7727	0.8790
No log	13.76	344	0.7172	0.6901	0.7172	0.8469
No log	13.84	346	0.6945	0.7785	0.6945	0.8334
No log	13.92	348	0.6886	0.7733	0.6886	0.8298
No log	14.0	350	0.6619	0.7792	0.6619	0.8136
No log	14.08	352	0.7019	0.7051	0.7019	0.8378
No log	14.16	354	0.7707	0.6623	0.7707	0.8779
No log	14.24	356	0.7287	0.6974	0.7287	0.8537
No log	14.32	358	0.6840	0.7755	0.6840	0.8270
No log	14.4	360	0.7146	0.7619	0.7146	0.8453
No log	14.48	362	0.7021	0.7619	0.7021	0.8379
No log	14.56	364	0.7055	0.7483	0.7055	0.8400
No log	14.64	366	0.7131	0.7222	0.7131	0.8444
No log	14.72	368	0.6981	0.7297	0.6981	0.8355
No log	14.8	370	0.6951	0.7226	0.6951	0.8337
No log	14.88	372	0.6984	0.7284	0.6984	0.8357
No log	14.96	374	0.7198	0.7399	0.7198	0.8484
No log	15.04	376	0.7533	0.7582	0.7533	0.8679
No log	15.12	378	0.7349	0.7399	0.7349	0.8573
No log	15.2	380	0.7273	0.7484	0.7273	0.8528
No log	15.28	382	0.7477	0.6897	0.7477	0.8647
No log	15.36	384	0.7372	0.6944	0.7372	0.8586
No log	15.44	386	0.6941	0.7534	0.6941	0.8331
No log	15.52	388	0.7090	0.7485	0.7090	0.8420
No log	15.6	390	0.6761	0.7861	0.6761	0.8223
No log	15.68	392	0.6292	0.7811	0.6292	0.7932
No log	15.76	394	0.6904	0.7375	0.6904	0.8309
No log	15.84	396	0.7177	0.7170	0.7177	0.8472
No log	15.92	398	0.6513	0.7799	0.6513	0.8070
No log	16.0	400	0.6324	0.7647	0.6324	0.7952
No log	16.08	402	0.6504	0.7619	0.6504	0.8065
No log	16.16	404	0.6905	0.7815	0.6905	0.8310
No log	16.24	406	0.7423	0.7297	0.7423	0.8616
No log	16.32	408	0.7544	0.7297	0.7544	0.8686
No log	16.4	410	0.7719	0.7075	0.7719	0.8786
No log	16.48	412	0.7735	0.6974	0.7735	0.8795
No log	16.56	414	0.7470	0.75	0.7470	0.8643
No log	16.64	416	0.7859	0.7044	0.7859	0.8865
No log	16.72	418	0.8915	0.6585	0.8915	0.9442
No log	16.8	420	0.8996	0.6536	0.8996	0.9485
No log	16.88	422	0.8717	0.6839	0.8717	0.9337
No log	16.96	424	0.7683	0.7226	0.7683	0.8765
No log	17.04	426	0.7562	0.75	0.7562	0.8696
No log	17.12	428	0.7546	0.7425	0.7546	0.8687
No log	17.2	430	0.7402	0.7215	0.7402	0.8603
No log	17.28	432	0.7279	0.7453	0.7279	0.8531
No log	17.36	434	0.7558	0.7037	0.7558	0.8694
No log	17.44	436	0.8352	0.6579	0.8352	0.9139
No log	17.52	438	0.8266	0.6438	0.8266	0.9092
No log	17.6	440	0.7508	0.6667	0.7508	0.8665
No log	17.68	442	0.6917	0.7534	0.6917	0.8317
No log	17.76	444	0.6842	0.7417	0.6842	0.8272
No log	17.84	446	0.6717	0.7843	0.6717	0.8196
No log	17.92	448	0.6789	0.7651	0.6789	0.8240
No log	18.0	450	0.6983	0.7248	0.6983	0.8357
No log	18.08	452	0.7390	0.6883	0.7390	0.8597
No log	18.16	454	0.7343	0.6892	0.7343	0.8569
No log	18.24	456	0.7355	0.6619	0.7355	0.8576
No log	18.32	458	0.7300	0.6815	0.7300	0.8544
No log	18.4	460	0.7715	0.6308	0.7715	0.8784
No log	18.48	462	0.7829	0.6565	0.7829	0.8848
No log	18.56	464	0.7919	0.6912	0.7919	0.8899
No log	18.64	466	0.8404	0.6901	0.8404	0.9167
No log	18.72	468	0.8428	0.6986	0.8428	0.9181
No log	18.8	470	0.7885	0.6950	0.7885	0.8880
No log	18.88	472	0.7796	0.6950	0.7796	0.8829
No log	18.96	474	0.7430	0.6912	0.7430	0.8620
No log	19.04	476	0.7225	0.6815	0.7225	0.8500
No log	19.12	478	0.7381	0.6815	0.7381	0.8591
No log	19.2	480	0.7646	0.6912	0.7646	0.8744
No log	19.28	482	0.8206	0.6809	0.8206	0.9059
No log	19.36	484	0.8082	0.6901	0.8082	0.8990
No log	19.44	486	0.7490	0.6912	0.7490	0.8655
No log	19.52	488	0.7239	0.6912	0.7239	0.8508
No log	19.6	490	0.6994	0.7007	0.6994	0.8363
No log	19.68	492	0.6944	0.7183	0.6944	0.8333
No log	19.76	494	0.6857	0.7083	0.6857	0.8281
No log	19.84	496	0.6780	0.7172	0.6780	0.8234
No log	19.92	498	0.6884	0.7170	0.6884	0.8297
0.3763	20.0	500	0.6923	0.7051	0.6923	0.8321
0.3763	20.08	502	0.6807	0.7034	0.6807	0.8250
0.3763	20.16	504	0.6555	0.7465	0.6555	0.8096
0.3763	20.24	506	0.6651	0.7465	0.6651	0.8156
0.3763	20.32	508	0.6616	0.7586	0.6616	0.8134
0.3763	20.4	510	0.6572	0.7436	0.6572	0.8107
0.3763	20.48	512	0.6441	0.7657	0.6441	0.8026
0.3763	20.56	514	0.6386	0.7914	0.6386	0.7991
0.3763	20.64	516	0.6505	0.8	0.6505	0.8065
0.3763	20.72	518	0.6355	0.7841	0.6355	0.7972
0.3763	20.8	520	0.6433	0.7578	0.6433	0.8021
0.3763	20.88	522	0.6784	0.7742	0.6784	0.8236
0.3763	20.96	524	0.7407	0.7448	0.7407	0.8607
0.3763	21.04	526	0.7779	0.7338	0.7779	0.8820
0.3763	21.12	528	0.7698	0.7429	0.7698	0.8774
0.3763	21.2	530	0.7413	0.7376	0.7413	0.8610
0.3763	21.28	532	0.7245	0.7534	0.7245	0.8512
0.3763	21.36	534	0.6956	0.76	0.6956	0.8340
0.3763	21.44	536	0.6786	0.7975	0.6786	0.8238
0.3763	21.52	538	0.6509	0.7898	0.6509	0.8068
0.3763	21.6	540	0.6387	0.7925	0.6387	0.7992
0.3763	21.68	542	0.6986	0.7654	0.6986	0.8358
0.3763	21.76	544	0.7677	0.7407	0.7677	0.8762
0.3763	21.84	546	0.7564	0.7297	0.7564	0.8697
0.3763	21.92	548	0.7433	0.7785	0.7433	0.8621
0.3763	22.0	550	0.7782	0.6993	0.7782	0.8822
0.3763	22.08	552	0.8121	0.6897	0.8121	0.9011
0.3763	22.16	554	0.7864	0.6986	0.7864	0.8868
0.3763	22.24	556	0.7277	0.7347	0.7277	0.8531
0.3763	22.32	558	0.7161	0.7383	0.7161	0.8462
0.3763	22.4	560	0.7875	0.6490	0.7875	0.8874
0.3763	22.48	562	0.8180	0.6242	0.8180	0.9044
0.3763	22.56	564	0.7747	0.6800	0.7747	0.8801
0.3763	22.64	566	0.7284	0.72	0.7284	0.8535
0.3763	22.72	568	0.7170	0.7436	0.7170	0.8468
0.3763	22.8	570	0.6572	0.7692	0.6572	0.8106
0.3763	22.88	572	0.6570	0.7673	0.6570	0.8106
0.3763	22.96	574	0.6502	0.7595	0.6502	0.8063
0.3763	23.04	576	0.6868	0.7712	0.6868	0.8288
0.3763	23.12	578	0.7590	0.7248	0.7590	0.8712
0.3763	23.2	580	0.7692	0.7361	0.7692	0.8770
0.3763	23.28	582	0.7699	0.7361	0.7699	0.8774
0.3763	23.36	584	0.7718	0.7059	0.7718	0.8785
0.3763	23.44	586	0.7423	0.7453	0.7423	0.8616
0.3763	23.52	588	0.7141	0.7375	0.7141	0.8450
0.3763	23.6	590	0.6941	0.7375	0.6941	0.8331
0.3763	23.68	592	0.6579	0.7531	0.6579	0.8111
0.3763	23.76	594	0.6319	0.7722	0.6319	0.7949
0.3763	23.84	596	0.6296	0.7651	0.6296	0.7935
0.3763	23.92	598	0.6683	0.7260	0.6683	0.8175
0.3763	24.0	600	0.7175	0.7083	0.7175	0.8471
0.3763	24.08	602	0.7120	0.7067	0.7120	0.8438
0.3763	24.16	604	0.6514	0.7417	0.6514	0.8071
0.3763	24.24	606	0.6014	0.76	0.6014	0.7755
0.3763	24.32	608	0.6065	0.7848	0.6065	0.7788
0.3763	24.4	610	0.6115	0.7975	0.6115	0.7820
0.3763	24.48	612	0.6047	0.7848	0.6047	0.7776
0.3763	24.56	614	0.6227	0.7898	0.6227	0.7891
0.3763	24.64	616	0.6786	0.7453	0.6786	0.8238
0.3763	24.72	618	0.7278	0.6939	0.7278	0.8531
0.3763	24.8	620	0.7285	0.7183	0.7285	0.8535
0.3763	24.88	622	0.7269	0.7482	0.7269	0.8526
0.3763	24.96	624	0.7194	0.7376	0.7194	0.8482
0.3763	25.04	626	0.6853	0.7552	0.6853	0.8278
0.3763	25.12	628	0.6581	0.7712	0.6581	0.8112
0.3763	25.2	630	0.6515	0.7590	0.6515	0.8071
0.3763	25.28	632	0.6412	0.7929	0.6412	0.8007
0.3763	25.36	634	0.6383	0.7952	0.6383	0.7990
0.3763	25.44	636	0.6379	0.8125	0.6379	0.7987
0.3763	25.52	638	0.6222	0.7875	0.6222	0.7888
0.3763	25.6	640	0.6269	0.7226	0.6269	0.7918
0.3763	25.68	642	0.6406	0.7162	0.6406	0.8003
0.3763	25.76	644	0.6863	0.6939	0.6863	0.8284
0.3763	25.84	646	0.7124	0.6712	0.7124	0.8441
0.3763	25.92	648	0.6870	0.6993	0.6870	0.8289
0.3763	26.0	650	0.6713	0.7234	0.6713	0.8193
0.3763	26.08	652	0.6461	0.7234	0.6461	0.8038
0.3763	26.16	654	0.6096	0.7871	0.6096	0.7808
0.3763	26.24	656	0.6066	0.7871	0.6066	0.7788
0.3763	26.32	658	0.6144	0.7848	0.6144	0.7838
0.3763	26.4	660	0.6277	0.7702	0.6277	0.7923
0.3763	26.48	662	0.6537	0.7421	0.6537	0.8085
0.3763	26.56	664	0.6877	0.7152	0.6877	0.8293
0.3763	26.64	666	0.7179	0.7310	0.7179	0.8473
0.3763	26.72	668	0.7486	0.7133	0.7486	0.8652
0.3763	26.8	670	0.7639	0.7042	0.7639	0.8740
0.3763	26.88	672	0.7607	0.7133	0.7607	0.8722
0.3763	26.96	674	0.7455	0.7211	0.7455	0.8634
0.3763	27.04	676	0.7738	0.6667	0.7738	0.8797
0.3763	27.12	678	0.8483	0.6405	0.8483	0.9210
0.3763	27.2	680	0.8669	0.6829	0.8669	0.9311
0.3763	27.28	682	0.8903	0.6901	0.8903	0.9436
0.3763	27.36	684	0.8534	0.7135	0.8534	0.9238
0.3763	27.44	686	0.8247	0.7108	0.8247	0.9081
0.3763	27.52	688	0.8182	0.6968	0.8182	0.9045
0.3763	27.6	690	0.8407	0.6797	0.8407	0.9169
0.3763	27.68	692	0.8288	0.7013	0.8288	0.9104
0.3763	27.76	694	0.7791	0.7226	0.7791	0.8827
0.3763	27.84	696	0.7342	0.7368	0.7342	0.8568
0.3763	27.92	698	0.7144	0.7342	0.7144	0.8452
0.3763	28.0	700	0.7186	0.7453	0.7186	0.8477
0.3763	28.08	702	0.7172	0.7226	0.7172	0.8469
0.3763	28.16	704	0.7485	0.6892	0.7485	0.8652
0.3763	28.24	706	0.7544	0.6761	0.7544	0.8685
0.3763	28.32	708	0.7361	0.7429	0.7361	0.8580
0.3763	28.4	710	0.7227	0.7552	0.7227	0.8501
0.3763	28.48	712	0.7042	0.7465	0.7042	0.8392
0.3763	28.56	714	0.6655	0.7619	0.6655	0.8158
0.3763	28.64	716	0.6523	0.7792	0.6523	0.8077
0.3763	28.72	718	0.6580	0.7904	0.6580	0.8112
0.3763	28.8	720	0.6503	0.7927	0.6503	0.8064
0.3763	28.88	722	0.6377	0.7848	0.6377	0.7986
0.3763	28.96	724	0.6427	0.7871	0.6427	0.8017
0.3763	29.04	726	0.6499	0.7682	0.6499	0.8062
0.3763	29.12	728	0.6596	0.7703	0.6596	0.8122
0.3763	29.2	730	0.6861	0.7042	0.6861	0.8283
0.3763	29.28	732	0.7480	0.6620	0.7480	0.8648
0.3763	29.36	734	0.7777	0.6525	0.7777	0.8819
0.3763	29.44	736	0.7368	0.6901	0.7368	0.8584
0.3763	29.52	738	0.6903	0.7465	0.6903	0.8308
0.3763	29.6	740	0.6945	0.7639	0.6945	0.8334
0.3763	29.68	742	0.6962	0.7703	0.6962	0.8344
0.3763	29.76	744	0.6869	0.7755	0.6869	0.8288
0.3763	29.84	746	0.7281	0.7162	0.7281	0.8533
0.3763	29.92	748	0.8379	0.6389	0.8379	0.9154
0.3763	30.0	750	0.8626	0.6389	0.8626	0.9288
0.3763	30.08	752	0.8112	0.6294	0.8112	0.9007
0.3763	30.16	754	0.7497	0.7	0.7497	0.8659
0.3763	30.24	756	0.7209	0.7194	0.7209	0.8491
0.3763	30.32	758	0.7021	0.7639	0.7021	0.8379
0.3763	30.4	760	0.6661	0.7755	0.6661	0.8162
0.3763	30.48	762	0.6439	0.7733	0.6439	0.8024
0.3763	30.56	764	0.6661	0.7746	0.6661	0.8161
0.3763	30.64	766	0.7066	0.7598	0.7066	0.8406
0.3763	30.72	768	0.7464	0.7232	0.7464	0.8640
0.3763	30.8	770	0.7725	0.6708	0.7725	0.8789
0.3763	30.88	772	0.7579	0.6621	0.7579	0.8706
0.3763	30.96	774	0.7281	0.6986	0.7281	0.8533
0.3763	31.04	776	0.6961	0.7397	0.6961	0.8343
0.3763	31.12	778	0.6627	0.7703	0.6627	0.8141
0.3763	31.2	780	0.6509	0.7755	0.6509	0.8068
0.3763	31.28	782	0.6696	0.7639	0.6696	0.8183
0.3763	31.36	784	0.6966	0.7639	0.6966	0.8346
0.3763	31.44	786	0.6887	0.7724	0.6887	0.8299
0.3763	31.52	788	0.6987	0.7771	0.6987	0.8359
0.3763	31.6	790	0.7195	0.7625	0.7195	0.8483
0.3763	31.68	792	0.7288	0.7362	0.7288	0.8537
0.3763	31.76	794	0.7274	0.7261	0.7274	0.8529
0.3763	31.84	796	0.7241	0.7383	0.7241	0.8509
0.3763	31.92	798	0.7252	0.7397	0.7252	0.8516
0.3763	32.0	800	0.7280	0.7273	0.7280	0.8533
0.3763	32.08	802	0.7215	0.7361	0.7215	0.8494
0.3763	32.16	804	0.7241	0.7383	0.7241	0.8509
0.3763	32.24	806	0.7966	0.6577	0.7966	0.8925
0.3763	32.32	808	0.8744	0.6144	0.8744	0.9351
0.3763	32.4	810	0.8592	0.6364	0.8592	0.9269
0.3763	32.48	812	0.7841	0.6887	0.7841	0.8855
0.3763	32.56	814	0.7051	0.7613	0.7051	0.8397
0.3763	32.64	816	0.6755	0.7901	0.6755	0.8219
0.3763	32.72	818	0.6866	0.775	0.6866	0.8286
0.3763	32.8	820	0.6914	0.7702	0.6914	0.8315
0.3763	32.88	822	0.6959	0.7636	0.6959	0.8342
0.3763	32.96	824	0.7486	0.7160	0.7486	0.8652
0.3763	33.04	826	0.8154	0.6790	0.8154	0.9030
0.3763	33.12	828	0.8640	0.6627	0.8640	0.9295
0.3763	33.2	830	0.8499	0.6405	0.8499	0.9219
0.3763	33.28	832	0.8284	0.6267	0.8284	0.9101
0.3763	33.36	834	0.7839	0.6573	0.7839	0.8854

Framework versions

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