ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k3_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: 0.7502
• Qwk: 0.6957
• Mse: 0.7502
• Rmse: 0.8661

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: 16
• eval_batch_size: 16
• 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	0.2222	2	7.7973	-0.0383	7.7973	2.7924
No log	0.4444	4	5.4736	-0.0366	5.4736	2.3396
No log	0.6667	6	3.8565	0.0339	3.8565	1.9638
No log	0.8889	8	3.0105	0.1512	3.0105	1.7351
No log	1.1111	10	2.3797	0.1747	2.3797	1.5426
No log	1.3333	12	1.7293	0.1496	1.7293	1.3150
No log	1.5556	14	1.2967	0.2853	1.2967	1.1387
No log	1.7778	16	1.2023	0.2574	1.2023	1.0965
No log	2.0	18	1.1233	0.2880	1.1233	1.0599
No log	2.2222	20	1.0200	0.4076	1.0200	1.0099
No log	2.4444	22	0.9761	0.4581	0.9761	0.9880
No log	2.6667	24	1.0012	0.4888	1.0012	1.0006
No log	2.8889	26	1.0136	0.5079	1.0136	1.0068
No log	3.1111	28	0.9619	0.4954	0.9619	0.9808
No log	3.3333	30	0.9330	0.4954	0.9330	0.9659
No log	3.5556	32	0.8645	0.5320	0.8645	0.9298
No log	3.7778	34	0.8536	0.5320	0.8536	0.9239
No log	4.0	36	0.8352	0.5425	0.8352	0.9139
No log	4.2222	38	0.8697	0.5397	0.8697	0.9326
No log	4.4444	40	0.8419	0.5722	0.8419	0.9175
No log	4.6667	42	0.8075	0.5786	0.8075	0.8986
No log	4.8889	44	0.8300	0.5862	0.8300	0.9110
No log	5.1111	46	0.8855	0.5445	0.8855	0.9410
No log	5.3333	48	1.0196	0.5075	1.0196	1.0097
No log	5.5556	50	0.9991	0.5333	0.9991	0.9995
No log	5.7778	52	0.8639	0.5913	0.8639	0.9295
No log	6.0	54	0.7121	0.6438	0.7121	0.8439
No log	6.2222	56	0.6837	0.6242	0.6837	0.8268
No log	6.4444	58	0.6837	0.6481	0.6837	0.8268
No log	6.6667	60	0.7617	0.6642	0.7617	0.8727
No log	6.8889	62	0.8774	0.5787	0.8774	0.9367
No log	7.1111	64	0.8522	0.5992	0.8522	0.9231
No log	7.3333	66	0.7226	0.6885	0.7226	0.8501
No log	7.5556	68	0.6464	0.6705	0.6464	0.8040
No log	7.7778	70	0.6384	0.6665	0.6384	0.7990
No log	8.0	72	0.6779	0.6893	0.6779	0.8233
No log	8.2222	74	0.7849	0.6665	0.7849	0.8859
No log	8.4444	76	0.8403	0.6330	0.8403	0.9167
No log	8.6667	78	0.7896	0.6624	0.7896	0.8886
No log	8.8889	80	0.7053	0.7030	0.7053	0.8398
No log	9.1111	82	0.6754	0.7194	0.6754	0.8218
No log	9.3333	84	0.6392	0.7112	0.6392	0.7995
No log	9.5556	86	0.6609	0.7125	0.6609	0.8130
No log	9.7778	88	0.7188	0.7388	0.7188	0.8478
No log	10.0	90	0.7757	0.6913	0.7757	0.8807
No log	10.2222	92	0.8002	0.6869	0.8002	0.8945
No log	10.4444	94	0.7264	0.7393	0.7264	0.8523
No log	10.6667	96	0.6535	0.7112	0.6535	0.8084
No log	10.8889	98	0.6380	0.7075	0.6380	0.7987
No log	11.1111	100	0.6464	0.7172	0.6464	0.8040
No log	11.3333	102	0.6622	0.7153	0.6622	0.8138
No log	11.5556	104	0.7186	0.7220	0.7186	0.8477
No log	11.7778	106	0.8213	0.6634	0.8213	0.9062
No log	12.0	108	0.8574	0.6517	0.8574	0.9259
No log	12.2222	110	0.8023	0.6592	0.8023	0.8957
No log	12.4444	112	0.7277	0.7199	0.7277	0.8531
No log	12.6667	114	0.6775	0.7162	0.6775	0.8231
No log	12.8889	116	0.6679	0.7297	0.6679	0.8172
No log	13.1111	118	0.6621	0.7101	0.6621	0.8137
No log	13.3333	120	0.7150	0.7143	0.7150	0.8456
No log	13.5556	122	0.7996	0.6475	0.7996	0.8942
No log	13.7778	124	0.7719	0.6670	0.7719	0.8786
No log	14.0	126	0.6942	0.7284	0.6942	0.8332
No log	14.2222	128	0.6557	0.7180	0.6557	0.8097
No log	14.4444	130	0.6688	0.7245	0.6688	0.8178
No log	14.6667	132	0.6709	0.7245	0.6709	0.8191
No log	14.8889	134	0.6916	0.7197	0.6916	0.8316
No log	15.1111	136	0.7491	0.6931	0.7491	0.8655
No log	15.3333	138	0.7145	0.7065	0.7145	0.8453
No log	15.5556	140	0.6581	0.6868	0.6581	0.8112
No log	15.7778	142	0.6539	0.7479	0.6539	0.8086
No log	16.0	144	0.6484	0.7082	0.6484	0.8052
No log	16.2222	146	0.6576	0.7019	0.6576	0.8109
No log	16.4444	148	0.6497	0.7019	0.6497	0.8061
No log	16.6667	150	0.6409	0.7270	0.6409	0.8005
No log	16.8889	152	0.6412	0.7292	0.6412	0.8008
No log	17.1111	154	0.6282	0.7214	0.6282	0.7926
No log	17.3333	156	0.6228	0.7508	0.6228	0.7891
No log	17.5556	158	0.6335	0.7185	0.6335	0.7960
No log	17.7778	160	0.6882	0.7012	0.6882	0.8296
No log	18.0	162	0.7364	0.6755	0.7364	0.8581
No log	18.2222	164	0.7182	0.6774	0.7182	0.8474
No log	18.4444	166	0.6610	0.7310	0.6610	0.8130
No log	18.6667	168	0.6479	0.7242	0.6479	0.8049
No log	18.8889	170	0.6473	0.7372	0.6473	0.8045
No log	19.1111	172	0.6677	0.7185	0.6677	0.8171
No log	19.3333	174	0.7143	0.7035	0.7143	0.8452
No log	19.5556	176	0.7255	0.7003	0.7255	0.8518
No log	19.7778	178	0.7775	0.6735	0.7775	0.8818
No log	20.0	180	0.7044	0.6906	0.7044	0.8393
No log	20.2222	182	0.6327	0.7643	0.6327	0.7954
No log	20.4444	184	0.6353	0.7305	0.6353	0.7971
No log	20.6667	186	0.6288	0.7267	0.6288	0.7930
No log	20.8889	188	0.6165	0.7411	0.6165	0.7852
No log	21.1111	190	0.6114	0.7228	0.6114	0.7820
No log	21.3333	192	0.6130	0.7340	0.6130	0.7830
No log	21.5556	194	0.6168	0.7340	0.6168	0.7854
No log	21.7778	196	0.6276	0.7251	0.6276	0.7922
No log	22.0	198	0.6738	0.7220	0.6738	0.8209
No log	22.2222	200	0.6789	0.7205	0.6789	0.8240
No log	22.4444	202	0.6602	0.7490	0.6602	0.8125
No log	22.6667	204	0.7073	0.6887	0.7073	0.8410
No log	22.8889	206	0.7443	0.6754	0.7443	0.8627
No log	23.1111	208	0.7218	0.6869	0.7218	0.8496
No log	23.3333	210	0.6913	0.7060	0.6913	0.8314
No log	23.5556	212	0.6825	0.7583	0.6825	0.8261
No log	23.7778	214	0.6862	0.7606	0.6862	0.8284
No log	24.0	216	0.6818	0.7625	0.6818	0.8257
No log	24.2222	218	0.6956	0.7314	0.6956	0.8340
No log	24.4444	220	0.7131	0.6872	0.7131	0.8444
No log	24.6667	222	0.7256	0.6754	0.7256	0.8518
No log	24.8889	224	0.6974	0.7056	0.6974	0.8351
No log	25.1111	226	0.6900	0.7187	0.6900	0.8307
No log	25.3333	228	0.7320	0.7214	0.7320	0.8556
No log	25.5556	230	0.7588	0.7105	0.7588	0.8711
No log	25.7778	232	0.7447	0.7228	0.7447	0.8629
No log	26.0	234	0.6942	0.7290	0.6942	0.8332
No log	26.2222	236	0.6919	0.7224	0.6919	0.8318
No log	26.4444	238	0.7453	0.6738	0.7453	0.8633
No log	26.6667	240	0.7354	0.6997	0.7354	0.8576
No log	26.8889	242	0.6859	0.7019	0.6859	0.8282
No log	27.1111	244	0.7057	0.7199	0.7057	0.8400
No log	27.3333	246	0.7553	0.6967	0.7553	0.8691
No log	27.5556	248	0.7464	0.6985	0.7464	0.8640
No log	27.7778	250	0.6991	0.7193	0.6991	0.8361
No log	28.0	252	0.7215	0.7119	0.7215	0.8494
No log	28.2222	254	0.8663	0.6210	0.8663	0.9307
No log	28.4444	256	0.9084	0.6082	0.9084	0.9531
No log	28.6667	258	0.8208	0.6483	0.8208	0.9060
No log	28.8889	260	0.7123	0.6872	0.7123	0.8440
No log	29.1111	262	0.6723	0.7334	0.6723	0.8199
No log	29.3333	264	0.6666	0.7166	0.6666	0.8165
No log	29.5556	266	0.6637	0.7118	0.6637	0.8147
No log	29.7778	268	0.6719	0.7080	0.6719	0.8197
No log	30.0	270	0.6668	0.7010	0.6668	0.8166
No log	30.2222	272	0.6662	0.7088	0.6662	0.8162
No log	30.4444	274	0.6768	0.7189	0.6768	0.8227
No log	30.6667	276	0.6938	0.7266	0.6938	0.8330
No log	30.8889	278	0.6876	0.7099	0.6876	0.8292
No log	31.1111	280	0.6950	0.6980	0.6950	0.8336
No log	31.3333	282	0.6954	0.6868	0.6954	0.8339
No log	31.5556	284	0.6986	0.6900	0.6986	0.8358
No log	31.7778	286	0.7112	0.7122	0.7112	0.8433
No log	32.0	288	0.7596	0.6968	0.7596	0.8715
No log	32.2222	290	0.7519	0.7134	0.7519	0.8671
No log	32.4444	292	0.7132	0.7139	0.7132	0.8445
No log	32.6667	294	0.7136	0.7189	0.7136	0.8448
No log	32.8889	296	0.7082	0.7014	0.7082	0.8415
No log	33.1111	298	0.7108	0.6906	0.7108	0.8431
No log	33.3333	300	0.7549	0.7138	0.7549	0.8688
No log	33.5556	302	0.7858	0.7087	0.7858	0.8864
No log	33.7778	304	0.7581	0.7250	0.7581	0.8707
No log	34.0	306	0.7179	0.6960	0.7179	0.8473
No log	34.2222	308	0.7099	0.6819	0.7099	0.8425
No log	34.4444	310	0.7024	0.7009	0.7024	0.8381
No log	34.6667	312	0.7125	0.7273	0.7125	0.8441
No log	34.8889	314	0.7229	0.7077	0.7229	0.8502
No log	35.1111	316	0.7130	0.7179	0.7130	0.8444
No log	35.3333	318	0.6899	0.7241	0.6899	0.8306
No log	35.5556	320	0.6848	0.6999	0.6848	0.8275
No log	35.7778	322	0.6819	0.6999	0.6819	0.8257
No log	36.0	324	0.6772	0.7241	0.6772	0.8229
No log	36.2222	326	0.6827	0.7214	0.6827	0.8263
No log	36.4444	328	0.6758	0.7160	0.6758	0.8221
No log	36.6667	330	0.6734	0.7195	0.6734	0.8206
No log	36.8889	332	0.6888	0.6833	0.6888	0.8299
No log	37.1111	334	0.6942	0.7021	0.6942	0.8332
No log	37.3333	336	0.6834	0.7195	0.6834	0.8267
No log	37.5556	338	0.6957	0.7099	0.6957	0.8341
No log	37.7778	340	0.6950	0.7122	0.6950	0.8336
No log	38.0	342	0.6860	0.7350	0.6860	0.8282
No log	38.2222	344	0.6865	0.7207	0.6865	0.8286
No log	38.4444	346	0.6858	0.7232	0.6858	0.8282
No log	38.6667	348	0.6906	0.6912	0.6906	0.8310
No log	38.8889	350	0.7041	0.7106	0.7041	0.8391
No log	39.1111	352	0.7355	0.7125	0.7355	0.8576
No log	39.3333	354	0.7743	0.7072	0.7743	0.8800
No log	39.5556	356	0.8483	0.6716	0.8483	0.9210
No log	39.7778	358	0.8737	0.6369	0.8737	0.9347
No log	40.0	360	0.8273	0.6799	0.8273	0.9095
No log	40.2222	362	0.7529	0.7183	0.7529	0.8677
No log	40.4444	364	0.7253	0.6948	0.7253	0.8516
No log	40.6667	366	0.7253	0.6879	0.7253	0.8516
No log	40.8889	368	0.7399	0.7001	0.7399	0.8602
No log	41.1111	370	0.7860	0.6968	0.7860	0.8866
No log	41.3333	372	0.7849	0.6926	0.7849	0.8860
No log	41.5556	374	0.8037	0.6685	0.8037	0.8965
No log	41.7778	376	0.8483	0.6293	0.8483	0.9210
No log	42.0	378	0.8623	0.6356	0.8623	0.9286
No log	42.2222	380	0.8593	0.6279	0.8593	0.9270
No log	42.4444	382	0.7917	0.6738	0.7917	0.8898
No log	42.6667	384	0.7393	0.6994	0.7393	0.8599
No log	42.8889	386	0.7273	0.6967	0.7273	0.8528
No log	43.1111	388	0.7283	0.6912	0.7283	0.8534
No log	43.3333	390	0.7286	0.6936	0.7286	0.8536
No log	43.5556	392	0.7348	0.7056	0.7348	0.8572
No log	43.7778	394	0.7712	0.6870	0.7712	0.8782
No log	44.0	396	0.8084	0.6652	0.8084	0.8991
No log	44.2222	398	0.8110	0.6748	0.8110	0.9006
No log	44.4444	400	0.7715	0.6746	0.7715	0.8784
No log	44.6667	402	0.7379	0.6810	0.7379	0.8590
No log	44.8889	404	0.7336	0.6830	0.7336	0.8565
No log	45.1111	406	0.7359	0.6849	0.7359	0.8578
No log	45.3333	408	0.7354	0.6917	0.7354	0.8575
No log	45.5556	410	0.7530	0.6902	0.7530	0.8677
No log	45.7778	412	0.8239	0.6654	0.8239	0.9077
No log	46.0	414	0.8642	0.6446	0.8642	0.9296
No log	46.2222	416	0.8361	0.6391	0.8361	0.9144
No log	46.4444	418	0.7747	0.6920	0.7747	0.8802
No log	46.6667	420	0.7427	0.7004	0.7427	0.8618
No log	46.8889	422	0.7362	0.7072	0.7362	0.8580
No log	47.1111	424	0.7420	0.7201	0.7420	0.8614
No log	47.3333	426	0.7789	0.6973	0.7789	0.8825
No log	47.5556	428	0.8138	0.6662	0.8138	0.9021
No log	47.7778	430	0.7981	0.6852	0.7981	0.8933
No log	48.0	432	0.7468	0.7265	0.7468	0.8642
No log	48.2222	434	0.7269	0.7239	0.7269	0.8526
No log	48.4444	436	0.7288	0.7015	0.7288	0.8537
No log	48.6667	438	0.7253	0.7355	0.7253	0.8517
No log	48.8889	440	0.7484	0.7060	0.7484	0.8651
No log	49.1111	442	0.8130	0.6549	0.8130	0.9017
No log	49.3333	444	0.8442	0.6580	0.8442	0.9188
No log	49.5556	446	0.8212	0.6568	0.8212	0.9062
No log	49.7778	448	0.7676	0.7054	0.7676	0.8761
No log	50.0	450	0.7407	0.7135	0.7407	0.8607
No log	50.2222	452	0.7527	0.6818	0.7527	0.8676
No log	50.4444	454	0.7575	0.6716	0.7575	0.8703
No log	50.6667	456	0.7438	0.6980	0.7438	0.8624
No log	50.8889	458	0.7588	0.7073	0.7588	0.8711
No log	51.1111	460	0.8169	0.6549	0.8169	0.9038
No log	51.3333	462	0.8614	0.6503	0.8614	0.9281
No log	51.5556	464	0.8616	0.6503	0.8616	0.9282
No log	51.7778	466	0.8211	0.6506	0.8211	0.9062
No log	52.0	468	0.7855	0.6963	0.7855	0.8863
No log	52.2222	470	0.7762	0.6902	0.7762	0.8811
No log	52.4444	472	0.7532	0.6884	0.7532	0.8678
No log	52.6667	474	0.7453	0.6835	0.7453	0.8633
No log	52.8889	476	0.7473	0.6988	0.7473	0.8644
No log	53.1111	478	0.7462	0.6960	0.7462	0.8638
No log	53.3333	480	0.7593	0.6994	0.7593	0.8714
No log	53.5556	482	0.8179	0.6594	0.8179	0.9044
No log	53.7778	484	0.8612	0.6500	0.8612	0.9280
No log	54.0	486	0.8522	0.6454	0.8522	0.9232
No log	54.2222	488	0.8129	0.6579	0.8129	0.9016
No log	54.4444	490	0.7766	0.7052	0.7766	0.8813
No log	54.6667	492	0.7483	0.7020	0.7483	0.8650
No log	54.8889	494	0.7481	0.6935	0.7481	0.8650
No log	55.1111	496	0.7484	0.6891	0.7484	0.8651
No log	55.3333	498	0.7776	0.6834	0.7776	0.8818
0.4782	55.5556	500	0.8283	0.6356	0.8283	0.9101
0.4782	55.7778	502	0.8582	0.6355	0.8582	0.9264
0.4782	56.0	504	0.8501	0.6398	0.8501	0.9220
0.4782	56.2222	506	0.8160	0.6647	0.8160	0.9033
0.4782	56.4444	508	0.7730	0.6746	0.7730	0.8792
0.4782	56.6667	510	0.7564	0.6877	0.7564	0.8697
0.4782	56.8889	512	0.7608	0.6859	0.7608	0.8723
0.4782	57.1111	514	0.7588	0.6797	0.7588	0.8711
0.4782	57.3333	516	0.7761	0.6992	0.7761	0.8810
0.4782	57.5556	518	0.7655	0.6859	0.7655	0.8750
0.4782	57.7778	520	0.7431	0.6752	0.7431	0.8620
0.4782	58.0	522	0.7303	0.6871	0.7303	0.8546
0.4782	58.2222	524	0.7298	0.6801	0.7298	0.8543
0.4782	58.4444	526	0.7328	0.6693	0.7328	0.8560
0.4782	58.6667	528	0.7320	0.6766	0.7320	0.8556
0.4782	58.8889	530	0.7280	0.6828	0.7280	0.8533
0.4782	59.1111	532	0.7294	0.6847	0.7294	0.8541
0.4782	59.3333	534	0.7460	0.6834	0.7460	0.8637
0.4782	59.5556	536	0.7672	0.6859	0.7672	0.8759
0.4782	59.7778	538	0.7742	0.6859	0.7742	0.8799
0.4782	60.0	540	0.7645	0.6956	0.7645	0.8744
0.4782	60.2222	542	0.7415	0.6852	0.7415	0.8611
0.4782	60.4444	544	0.7192	0.6600	0.7192	0.8481
0.4782	60.6667	546	0.7164	0.6737	0.7164	0.8464
0.4782	60.8889	548	0.7247	0.6716	0.7247	0.8513
0.4782	61.1111	550	0.7550	0.6831	0.7550	0.8689
0.4782	61.3333	552	0.8031	0.6540	0.8031	0.8962
0.4782	61.5556	554	0.8086	0.6540	0.8086	0.8992
0.4782	61.7778	556	0.7819	0.6617	0.7819	0.8842
0.4782	62.0	558	0.7472	0.6808	0.7472	0.8644
0.4782	62.2222	560	0.7261	0.6706	0.7261	0.8521
0.4782	62.4444	562	0.7201	0.6701	0.7201	0.8486
0.4782	62.6667	564	0.7210	0.6656	0.7210	0.8491
0.4782	62.8889	566	0.7306	0.6606	0.7306	0.8548
0.4782	63.1111	568	0.7696	0.6870	0.7696	0.8773
0.4782	63.3333	570	0.8176	0.6661	0.8176	0.9042
0.4782	63.5556	572	0.8231	0.6661	0.8231	0.9072
0.4782	63.7778	574	0.7927	0.6809	0.7927	0.8903
0.4782	64.0	576	0.7587	0.6866	0.7587	0.8711
0.4782	64.2222	578	0.7475	0.6977	0.7475	0.8646
0.4782	64.4444	580	0.7416	0.6799	0.7416	0.8612
0.4782	64.6667	582	0.7379	0.6828	0.7379	0.8590
0.4782	64.8889	584	0.7325	0.6923	0.7325	0.8559
0.4782	65.1111	586	0.7287	0.6959	0.7287	0.8536
0.4782	65.3333	588	0.7254	0.7054	0.7254	0.8517
0.4782	65.5556	590	0.7391	0.6823	0.7391	0.8597
0.4782	65.7778	592	0.7580	0.6920	0.7580	0.8706
0.4782	66.0	594	0.7719	0.6889	0.7719	0.8786
0.4782	66.2222	596	0.7729	0.6765	0.7729	0.8792
0.4782	66.4444	598	0.7604	0.6889	0.7604	0.8720
0.4782	66.6667	600	0.7396	0.6734	0.7396	0.8600
0.4782	66.8889	602	0.7208	0.6939	0.7208	0.8490
0.4782	67.1111	604	0.7142	0.7007	0.7142	0.8451
0.4782	67.3333	606	0.7135	0.6838	0.7135	0.8447
0.4782	67.5556	608	0.7109	0.7020	0.7109	0.8431
0.4782	67.7778	610	0.7185	0.7050	0.7185	0.8476
0.4782	68.0	612	0.7425	0.6944	0.7425	0.8617
0.4782	68.2222	614	0.7490	0.6973	0.7490	0.8654
0.4782	68.4444	616	0.7421	0.6870	0.7421	0.8615
0.4782	68.6667	618	0.7271	0.6884	0.7271	0.8527
0.4782	68.8889	620	0.7112	0.6821	0.7112	0.8433
0.4782	69.1111	622	0.7141	0.7006	0.7141	0.8451
0.4782	69.3333	624	0.7297	0.6813	0.7297	0.8542
0.4782	69.5556	626	0.7288	0.6757	0.7288	0.8537
0.4782	69.7778	628	0.7132	0.7003	0.7132	0.8445
0.4782	70.0	630	0.7075	0.6791	0.7075	0.8411
0.4782	70.2222	632	0.7273	0.6939	0.7273	0.8528
0.4782	70.4444	634	0.7521	0.6932	0.7521	0.8673
0.4782	70.6667	636	0.7763	0.6795	0.7763	0.8811
0.4782	70.8889	638	0.7712	0.6838	0.7712	0.8782
0.4782	71.1111	640	0.7530	0.6944	0.7530	0.8677
0.4782	71.3333	642	0.7271	0.7100	0.7271	0.8527
0.4782	71.5556	644	0.7096	0.6978	0.7096	0.8424
0.4782	71.7778	646	0.7070	0.6956	0.7070	0.8408
0.4782	72.0	648	0.7035	0.6976	0.7035	0.8387
0.4782	72.2222	650	0.6991	0.6960	0.6991	0.8361
0.4782	72.4444	652	0.6994	0.6953	0.6994	0.8363
0.4782	72.6667	654	0.7005	0.7110	0.7005	0.8369
0.4782	72.8889	656	0.7054	0.7138	0.7054	0.8399
0.4782	73.1111	658	0.7166	0.6982	0.7166	0.8466
0.4782	73.3333	660	0.7161	0.6982	0.7161	0.8462
0.4782	73.5556	662	0.7146	0.7088	0.7146	0.8453
0.4782	73.7778	664	0.7063	0.7197	0.7063	0.8404
0.4782	74.0	666	0.7094	0.7054	0.7094	0.8422
0.4782	74.2222	668	0.7065	0.7097	0.7065	0.8406
0.4782	74.4444	670	0.7012	0.7084	0.7012	0.8374
0.4782	74.6667	672	0.6942	0.6965	0.6942	0.8332
0.4782	74.8889	674	0.6939	0.7063	0.6939	0.8330
0.4782	75.1111	676	0.6942	0.7112	0.6942	0.8332
0.4782	75.3333	678	0.6957	0.7112	0.6957	0.8341
0.4782	75.5556	680	0.6960	0.7112	0.6960	0.8343
0.4782	75.7778	682	0.6969	0.7092	0.6969	0.8348
0.4782	76.0	684	0.6972	0.7063	0.6972	0.8350
0.4782	76.2222	686	0.6953	0.7102	0.6953	0.8339
0.4782	76.4444	688	0.6942	0.6999	0.6942	0.8332
0.4782	76.6667	690	0.6937	0.6999	0.6937	0.8329
0.4782	76.8889	692	0.6955	0.6999	0.6955	0.8340
0.4782	77.1111	694	0.6967	0.6960	0.6967	0.8347
0.4782	77.3333	696	0.7015	0.7020	0.7015	0.8376
0.4782	77.5556	698	0.7124	0.6852	0.7124	0.8440
0.4782	77.7778	700	0.7229	0.6987	0.7229	0.8503
0.4782	78.0	702	0.7374	0.6987	0.7374	0.8587
0.4782	78.2222	704	0.7350	0.6987	0.7350	0.8573
0.4782	78.4444	706	0.7258	0.6901	0.7258	0.8519
0.4782	78.6667	708	0.7230	0.7031	0.7230	0.8503
0.4782	78.8889	710	0.7266	0.7031	0.7266	0.8524
0.4782	79.1111	712	0.7395	0.6987	0.7395	0.8600
0.4782	79.3333	714	0.7620	0.6961	0.7620	0.8730
0.4782	79.5556	716	0.7726	0.7020	0.7726	0.8790
0.4782	79.7778	718	0.7817	0.7020	0.7817	0.8841
0.4782	80.0	720	0.7745	0.7020	0.7745	0.8800
0.4782	80.2222	722	0.7594	0.6943	0.7594	0.8714
0.4782	80.4444	724	0.7452	0.6987	0.7452	0.8632
0.4782	80.6667	726	0.7296	0.7097	0.7296	0.8542
0.4782	80.8889	728	0.7225	0.7097	0.7225	0.8500
0.4782	81.1111	730	0.7227	0.7097	0.7227	0.8501
0.4782	81.3333	732	0.7257	0.7097	0.7257	0.8519
0.4782	81.5556	734	0.7330	0.6987	0.7330	0.8562
0.4782	81.7778	736	0.7399	0.6944	0.7399	0.8602
0.4782	82.0	738	0.7606	0.6894	0.7606	0.8721
0.4782	82.2222	740	0.7737	0.6850	0.7737	0.8796
0.4782	82.4444	742	0.7700	0.6936	0.7700	0.8775
0.4782	82.6667	744	0.7532	0.6944	0.7532	0.8679
0.4782	82.8889	746	0.7427	0.6944	0.7427	0.8618
0.4782	83.1111	748	0.7359	0.7097	0.7359	0.8579
0.4782	83.3333	750	0.7301	0.6742	0.7301	0.8545
0.4782	83.5556	752	0.7315	0.6742	0.7315	0.8553
0.4782	83.7778	754	0.7379	0.6804	0.7379	0.8590
0.4782	84.0	756	0.7529	0.7054	0.7529	0.8677
0.4782	84.2222	758	0.7755	0.6986	0.7755	0.8806
0.4782	84.4444	760	0.7985	0.6753	0.7985	0.8936
0.4782	84.6667	762	0.8292	0.6519	0.8292	0.9106
0.4782	84.8889	764	0.8414	0.6566	0.8414	0.9173
0.4782	85.1111	766	0.8374	0.6477	0.8374	0.9151
0.4782	85.3333	768	0.8207	0.6428	0.8207	0.9059
0.4782	85.5556	770	0.7996	0.6664	0.7996	0.8942
0.4782	85.7778	772	0.7801	0.6900	0.7801	0.8832
0.4782	86.0	774	0.7752	0.6986	0.7752	0.8805
0.4782	86.2222	776	0.7760	0.6986	0.7760	0.8809
0.4782	86.4444	778	0.7774	0.6986	0.7774	0.8817
0.4782	86.6667	780	0.7735	0.6986	0.7735	0.8795
0.4782	86.8889	782	0.7652	0.7005	0.7652	0.8747
0.4782	87.1111	784	0.7582	0.7011	0.7582	0.8708
0.4782	87.3333	786	0.7592	0.6944	0.7592	0.8713
0.4782	87.5556	788	0.7632	0.7005	0.7632	0.8736
0.4782	87.7778	790	0.7726	0.6986	0.7726	0.8790
0.4782	88.0	792	0.7848	0.7027	0.7848	0.8859
0.4782	88.2222	794	0.7867	0.6984	0.7867	0.8869
0.4782	88.4444	796	0.7789	0.7027	0.7789	0.8825
0.4782	88.6667	798	0.7692	0.6919	0.7692	0.8771
0.4782	88.8889	800	0.7648	0.6919	0.7648	0.8745
0.4782	89.1111	802	0.7613	0.6919	0.7613	0.8725
0.4782	89.3333	804	0.7582	0.7005	0.7582	0.8708
0.4782	89.5556	806	0.7601	0.7005	0.7601	0.8719
0.4782	89.7778	808	0.7680	0.7005	0.7680	0.8763
0.4782	90.0	810	0.7726	0.7046	0.7726	0.8790
0.4782	90.2222	812	0.7753	0.7046	0.7753	0.8805
0.4782	90.4444	814	0.7798	0.7046	0.7798	0.8831
0.4782	90.6667	816	0.7768	0.7046	0.7768	0.8813
0.4782	90.8889	818	0.7680	0.7005	0.7680	0.8764
0.4782	91.1111	820	0.7575	0.7005	0.7575	0.8704
0.4782	91.3333	822	0.7473	0.6927	0.7473	0.8644
0.4782	91.5556	824	0.7389	0.6970	0.7389	0.8596
0.4782	91.7778	826	0.7368	0.6970	0.7368	0.8584
0.4782	92.0	828	0.7350	0.6982	0.7350	0.8573
0.4782	92.2222	830	0.7327	0.6843	0.7327	0.8560
0.4782	92.4444	832	0.7321	0.6843	0.7321	0.8556
0.4782	92.6667	834	0.7340	0.6982	0.7340	0.8567
0.4782	92.8889	836	0.7371	0.6982	0.7371	0.8586
0.4782	93.1111	838	0.7409	0.6927	0.7409	0.8608
0.4782	93.3333	840	0.7464	0.7024	0.7464	0.8640
0.4782	93.5556	842	0.7505	0.6901	0.7505	0.8663
0.4782	93.7778	844	0.7547	0.6857	0.7547	0.8688
0.4782	94.0	846	0.7582	0.6857	0.7582	0.8708
0.4782	94.2222	848	0.7589	0.6857	0.7589	0.8712
0.4782	94.4444	850	0.7586	0.6857	0.7586	0.8709
0.4782	94.6667	852	0.7609	0.6857	0.7609	0.8723
0.4782	94.8889	854	0.7604	0.6857	0.7604	0.8720
0.4782	95.1111	856	0.7580	0.6857	0.7580	0.8706
0.4782	95.3333	858	0.7548	0.6857	0.7548	0.8688
0.4782	95.5556	860	0.7509	0.6957	0.7509	0.8665
0.4782	95.7778	862	0.7483	0.6957	0.7483	0.8651
0.4782	96.0	864	0.7465	0.7024	0.7465	0.8640
0.4782	96.2222	866	0.7445	0.7077	0.7445	0.8629
0.4782	96.4444	868	0.7432	0.7077	0.7432	0.8621
0.4782	96.6667	870	0.7431	0.7077	0.7431	0.8620
0.4782	96.8889	872	0.7428	0.7077	0.7428	0.8619
0.4782	97.1111	874	0.7436	0.7077	0.7436	0.8623
0.4782	97.3333	876	0.7441	0.7077	0.7441	0.8626
0.4782	97.5556	878	0.7449	0.7077	0.7449	0.8631
0.4782	97.7778	880	0.7464	0.7035	0.7464	0.8640
0.4782	98.0	882	0.7480	0.7035	0.7480	0.8649
0.4782	98.2222	884	0.7483	0.7024	0.7483	0.8651
0.4782	98.4444	886	0.7484	0.7024	0.7484	0.8651
0.4782	98.6667	888	0.7486	0.6957	0.7486	0.8652
0.4782	98.8889	890	0.7486	0.6957	0.7486	0.8652
0.4782	99.1111	892	0.7489	0.6957	0.7489	0.8654
0.4782	99.3333	894	0.7495	0.6957	0.7495	0.8657
0.4782	99.5556	896	0.7500	0.6957	0.7500	0.8660
0.4782	99.7778	898	0.7502	0.6957	0.7502	0.8661
0.4782	100.0	900	0.7502	0.6957	0.7502	0.8661

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.1+cu121
• Datasets 3.2.0
• Tokenizers 0.19.1