README.md

metadata

library_name: transformers
base_model: aubmindlab/bert-base-arabertv02
tags:
  - generated_from_trainer
model-index:
  - name: arabert_augWithOrig_disEqu_k5_organization_task1_fold1
    results: []

arabert_augWithOrig_disEqu_k5_organization_task1_fold1

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: 0.8016
• Qwk: 0.7375
• Mse: 0.8016
• Rmse: 0.8953

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0253	2	1.4539	0.1337	1.4539	1.2058
No log	0.0506	4	0.8008	0.0541	0.8008	0.8949
No log	0.0759	6	0.8818	0.2921	0.8818	0.9391
No log	0.1013	8	0.9955	0.1158	0.9955	0.9977
No log	0.1266	10	1.0574	0.1158	1.0574	1.0283
No log	0.1519	12	1.0804	-0.1611	1.0804	1.0394
No log	0.1772	14	0.9725	-0.0585	0.9725	0.9861
No log	0.2025	16	0.9681	-0.0467	0.9681	0.9839
No log	0.2278	18	0.9964	0.0	0.9964	0.9982
No log	0.2532	20	0.9463	0.0	0.9463	0.9728
No log	0.2785	22	0.9091	-0.0396	0.9091	0.9534
No log	0.3038	24	1.1048	0.3253	1.1048	1.0511
No log	0.3291	26	1.4176	0.0637	1.4176	1.1906
No log	0.3544	28	1.3117	0.3041	1.3117	1.1453
No log	0.3797	30	1.1781	0.3041	1.1781	1.0854
No log	0.4051	32	0.9677	0.2959	0.9677	0.9837
No log	0.4304	34	0.8130	0.1784	0.8130	0.9016
No log	0.4557	36	0.7965	0.1695	0.7965	0.8925
No log	0.4810	38	0.7301	0.2222	0.7301	0.8544
No log	0.5063	40	0.7366	0.4020	0.7366	0.8582
No log	0.5316	42	0.8393	0.2613	0.8393	0.9161
No log	0.5570	44	0.9676	0.3264	0.9676	0.9837
No log	0.5823	46	0.9628	0.1574	0.9628	0.9812
No log	0.6076	48	0.9210	0.2383	0.9210	0.9597
No log	0.6329	50	1.0195	0.1600	1.0195	1.0097
No log	0.6582	52	1.2201	0.2125	1.2201	1.1046
No log	0.6835	54	1.2198	0.2125	1.2198	1.1044
No log	0.7089	56	1.0666	0.2699	1.0666	1.0328
No log	0.7342	58	0.9147	0.2674	0.9147	0.9564
No log	0.7595	60	0.7854	0.4020	0.7854	0.8862
No log	0.7848	62	0.8060	0.0841	0.8060	0.8978
No log	0.8101	64	0.7586	0.2146	0.7586	0.8710
No log	0.8354	66	0.7714	0.3834	0.7714	0.8783
No log	0.8608	68	0.7823	0.2857	0.7823	0.8845
No log	0.8861	70	0.7902	0.1706	0.7902	0.8889
No log	0.9114	72	0.8062	0.2632	0.8062	0.8979
No log	0.9367	74	0.7833	0.1706	0.7833	0.8851
No log	0.9620	76	0.7590	0.1706	0.7590	0.8712
No log	0.9873	78	0.7346	0.1923	0.7346	0.8571
No log	1.0127	80	0.7631	0.3636	0.7631	0.8736
No log	1.0380	82	0.8882	0.24	0.8882	0.9425
No log	1.0633	84	0.9698	0.2959	0.9698	0.9848
No log	1.0886	86	0.8604	0.24	0.8604	0.9276
No log	1.1139	88	0.7968	0.3152	0.7968	0.8926
No log	1.1392	90	0.7661	0.2139	0.7661	0.8753
No log	1.1646	92	0.8183	0.3425	0.8183	0.9046
No log	1.1899	94	1.0005	0.2674	1.0005	1.0003
No log	1.2152	96	1.0044	0.24	1.0044	1.0022
No log	1.2405	98	0.8743	0.3438	0.8743	0.9350
No log	1.2658	100	0.8047	0.4615	0.8047	0.8971
No log	1.2911	102	0.6855	0.4862	0.6855	0.8280
No log	1.3165	104	0.6105	0.5164	0.6105	0.7813
No log	1.3418	106	0.6728	0.4	0.6728	0.8202
No log	1.3671	108	0.6346	0.4913	0.6346	0.7966
No log	1.3924	110	0.6775	0.5	0.6775	0.8231
No log	1.4177	112	0.9223	0.6695	0.9223	0.9603
No log	1.4430	114	1.2303	0.5374	1.2303	1.1092
No log	1.4684	116	1.3538	0.5	1.3538	1.1635
No log	1.4937	118	1.1965	0.5149	1.1965	1.0938
No log	1.5190	120	0.8603	0.4262	0.8603	0.9275
No log	1.5443	122	0.5332	0.4615	0.5332	0.7302
No log	1.5696	124	0.6236	0.4300	0.6236	0.7897
No log	1.5949	126	0.8891	0.2561	0.8891	0.9429
No log	1.6203	128	0.9529	0.1860	0.9529	0.9762
No log	1.6456	130	0.7402	0.2939	0.7402	0.8604
No log	1.6709	132	0.5427	0.4904	0.5427	0.7367
No log	1.6962	134	0.6580	0.4343	0.6580	0.8112
No log	1.7215	136	1.1105	0.6111	1.1105	1.0538
No log	1.7468	138	1.2650	0.5914	1.2650	1.1247
No log	1.7722	140	0.9570	0.5984	0.9570	0.9783
No log	1.7975	142	0.6828	0.5333	0.6828	0.8263
No log	1.8228	144	0.6573	0.5116	0.6573	0.8108
No log	1.8481	146	0.6506	0.5625	0.6506	0.8066
No log	1.8734	148	0.6503	0.5604	0.6503	0.8064
No log	1.8987	150	0.6572	0.5473	0.6572	0.8107
No log	1.9241	152	0.7765	0.5517	0.7765	0.8812
No log	1.9494	154	0.7950	0.5517	0.7950	0.8916
No log	1.9747	156	0.6657	0.5243	0.6657	0.8159
No log	2.0	158	0.5690	0.5294	0.5690	0.7543
No log	2.0253	160	0.5844	0.5673	0.5844	0.7645
No log	2.0506	162	0.6219	0.6084	0.6219	0.7886
No log	2.0759	164	0.6233	0.6084	0.6233	0.7895
No log	2.1013	166	0.6837	0.5912	0.6837	0.8269
No log	2.1266	168	0.8226	0.5758	0.8226	0.9070
No log	2.1519	170	0.8736	0.6818	0.8736	0.9346
No log	2.1772	172	0.8564	0.6762	0.8564	0.9254
No log	2.2025	174	0.8459	0.5696	0.8459	0.9197
No log	2.2278	176	0.7369	0.5858	0.7369	0.8584
No log	2.2532	178	0.6694	0.5930	0.6694	0.8182
No log	2.2785	180	0.6716	0.6006	0.6716	0.8195
No log	2.3038	182	0.7278	0.5270	0.7278	0.8531
No log	2.3291	184	0.9143	0.6202	0.9143	0.9562
No log	2.3544	186	0.9354	0.6202	0.9354	0.9672
No log	2.3797	188	0.7120	0.6441	0.7120	0.8438
No log	2.4051	190	0.5463	0.6433	0.5463	0.7391
No log	2.4304	192	0.6951	0.4262	0.6951	0.8337
No log	2.4557	194	0.7530	0.4262	0.7530	0.8678
No log	2.4810	196	0.6108	0.5145	0.6108	0.7815
No log	2.5063	198	0.5203	0.5882	0.5203	0.7213
No log	2.5316	200	0.8423	0.6094	0.8423	0.9178
No log	2.5570	202	1.1887	0.6842	1.1887	1.0903
No log	2.5823	204	1.2409	0.6842	1.2409	1.1140
No log	2.6076	206	0.9877	0.6842	0.9877	0.9938
No log	2.6329	208	0.6824	0.5259	0.6824	0.8261
No log	2.6582	210	0.6313	0.5714	0.6313	0.7946
No log	2.6835	212	0.6426	0.6316	0.6426	0.8016
No log	2.7089	214	0.6582	0.625	0.6582	0.8113
No log	2.7342	216	0.7606	0.5743	0.7606	0.8721
No log	2.7595	218	0.9144	0.6084	0.9144	0.9562
No log	2.7848	220	0.9456	0.6084	0.9456	0.9724
No log	2.8101	222	1.0124	0.6084	1.0124	1.0062
No log	2.8354	224	0.9375	0.6084	0.9375	0.9682
No log	2.8608	226	0.8213	0.6836	0.8213	0.9063
No log	2.8861	228	0.7592	0.6189	0.7592	0.8713
No log	2.9114	230	0.7264	0.5758	0.7264	0.8523
No log	2.9367	232	0.7637	0.5267	0.7637	0.8739
No log	2.9620	234	0.8161	0.496	0.8161	0.9034
No log	2.9873	236	0.9580	0.6431	0.9580	0.9788
No log	3.0127	238	0.9471	0.6431	0.9471	0.9732
No log	3.0380	240	0.9154	0.5685	0.9154	0.9568
No log	3.0633	242	0.8513	0.6228	0.8513	0.9227
No log	3.0886	244	0.8555	0.5882	0.8555	0.9250
No log	3.1139	246	1.0076	0.6228	1.0076	1.0038
No log	3.1392	248	1.2142	0.6174	1.2142	1.1019
No log	3.1646	250	1.1112	0.6316	1.1112	1.0542
No log	3.1899	252	0.8842	0.6228	0.8842	0.9403
No log	3.2152	254	0.7996	0.6598	0.7996	0.8942
No log	3.2405	256	0.7858	0.6598	0.7858	0.8865
No log	3.2658	258	0.7355	0.6893	0.7355	0.8576
No log	3.2911	260	0.7581	0.6275	0.7581	0.8707
No log	3.3165	262	0.9237	0.6573	0.9237	0.9611
No log	3.3418	264	1.0764	0.6784	1.0764	1.0375
No log	3.3671	266	1.4483	0.6316	1.4483	1.2034
No log	3.3924	268	1.4826	0.5735	1.4826	1.2176
No log	3.4177	270	1.2217	0.6842	1.2217	1.1053
No log	3.4430	272	0.8829	0.6842	0.8829	0.9396
No log	3.4684	274	0.5882	0.6547	0.5882	0.7670
No log	3.4937	276	0.5434	0.6255	0.5434	0.7371
No log	3.5190	278	0.6353	0.7510	0.6353	0.7970
No log	3.5443	280	0.9088	0.6842	0.9088	0.9533
No log	3.5696	282	1.1070	0.6842	1.1070	1.0521
No log	3.5949	284	1.1163	0.6842	1.1163	1.0566
No log	3.6203	286	1.0253	0.6842	1.0253	1.0126
No log	3.6456	288	0.8660	0.6617	0.8660	0.9306
No log	3.6709	290	0.7899	0.6762	0.7899	0.8888
No log	3.6962	292	0.7199	0.6222	0.7199	0.8485
No log	3.7215	294	0.6888	0.6420	0.6888	0.8300
No log	3.7468	296	0.7600	0.6242	0.7600	0.8718
No log	3.7722	298	0.8985	0.6573	0.8985	0.9479
No log	3.7975	300	1.0828	0.6784	1.0828	1.0406
No log	3.8228	302	1.1500	0.6667	1.1500	1.0724
No log	3.8481	304	0.9993	0.6784	0.9993	0.9997
No log	3.8734	306	0.8198	0.6367	0.8198	0.9054
No log	3.8987	308	0.7121	0.6242	0.7121	0.8438
No log	3.9241	310	0.6742	0.6358	0.6742	0.8211
No log	3.9494	312	0.6870	0.615	0.6870	0.8288
No log	3.9747	314	0.7277	0.6358	0.7277	0.8531
No log	4.0	316	0.8395	0.7183	0.8395	0.9163
No log	4.0253	318	1.0340	0.6733	1.0340	1.0169
No log	4.0506	320	1.1761	0.6573	1.1761	1.0845
No log	4.0759	322	1.3385	0.5639	1.3385	1.1569
No log	4.1013	324	1.2737	0.5639	1.2737	1.1286
No log	4.1266	326	1.1766	0.5368	1.1766	1.0847
No log	4.1519	328	1.0711	0.6573	1.0711	1.0349
No log	4.1772	330	0.9776	0.6936	0.9776	0.9887
No log	4.2025	332	0.8437	0.7183	0.8437	0.9185
No log	4.2278	334	0.7218	0.7183	0.7218	0.8496
No log	4.2532	336	0.7256	0.7183	0.7256	0.8518
No log	4.2785	338	0.7752	0.7183	0.7752	0.8804
No log	4.3038	340	0.7441	0.7375	0.7441	0.8626
No log	4.3291	342	0.6877	0.6512	0.6877	0.8293
No log	4.3544	344	0.7033	0.6592	0.7033	0.8386
No log	4.3797	346	0.7696	0.6978	0.7696	0.8773
No log	4.4051	348	0.8387	0.7336	0.8387	0.9158
No log	4.4304	350	0.7962	0.6978	0.7962	0.8923
No log	4.4557	352	0.8239	0.6978	0.8239	0.9077
No log	4.4810	354	0.8308	0.7336	0.8308	0.9115
No log	4.5063	356	0.7730	0.6978	0.7730	0.8792
No log	4.5316	358	0.6935	0.6549	0.6935	0.8328
No log	4.5570	360	0.6439	0.6449	0.6439	0.8025
No log	4.5823	362	0.6363	0.6807	0.6363	0.7977
No log	4.6076	364	0.6601	0.6794	0.6601	0.8125
No log	4.6329	366	0.6759	0.7179	0.6759	0.8221
No log	4.6582	368	0.6773	0.7094	0.6773	0.8230
No log	4.6835	370	0.7261	0.7701	0.7261	0.8521
No log	4.7089	372	0.8088	0.6792	0.8088	0.8993
No log	4.7342	374	0.8974	0.6884	0.8974	0.9473
No log	4.7595	376	1.0056	0.6073	1.0056	1.0028
No log	4.7848	378	1.0424	0.5625	1.0424	1.0210
No log	4.8101	380	0.9705	0.5625	0.9705	0.9851
No log	4.8354	382	0.8596	0.6448	0.8596	0.9272
No log	4.8608	384	0.7946	0.6420	0.7946	0.8914
No log	4.8861	386	0.7766	0.6448	0.7766	0.8813
No log	4.9114	388	0.8178	0.5685	0.8178	0.9043
No log	4.9367	390	0.9208	0.6573	0.9208	0.9596
No log	4.9620	392	0.9870	0.6573	0.9870	0.9935
No log	4.9873	394	0.9528	0.6573	0.9528	0.9761
No log	5.0127	396	0.8506	0.72	0.8506	0.9223
No log	5.0380	398	0.7557	0.72	0.7557	0.8693
No log	5.0633	400	0.7007	0.7758	0.7007	0.8371
No log	5.0886	402	0.7232	0.7123	0.7232	0.8504
No log	5.1139	404	0.7862	0.7123	0.7862	0.8867
No log	5.1392	406	0.8387	0.6573	0.8387	0.9158
No log	5.1646	408	0.8110	0.6884	0.8110	0.9005
No log	5.1899	410	0.7677	0.6706	0.7677	0.8762
No log	5.2152	412	0.7467	0.6706	0.7467	0.8641
No log	5.2405	414	0.7458	0.6706	0.7458	0.8636
No log	5.2658	416	0.7885	0.6884	0.7885	0.8880
No log	5.2911	418	0.8420	0.6073	0.8420	0.9176
No log	5.3165	420	0.8755	0.6573	0.8755	0.9357
No log	5.3418	422	0.9038	0.6617	0.9038	0.9507
No log	5.3671	424	0.8729	0.6617	0.8729	0.9343
No log	5.3924	426	0.8177	0.6617	0.8177	0.9043
No log	5.4177	428	0.7643	0.6617	0.7643	0.8743
No log	5.4430	430	0.7423	0.6617	0.7423	0.8616
No log	5.4684	432	0.8324	0.6617	0.8324	0.9123
No log	5.4937	434	0.8535	0.6617	0.8535	0.9238
No log	5.5190	436	0.7563	0.6617	0.7563	0.8696
No log	5.5443	438	0.7065	0.72	0.7065	0.8406
No log	5.5696	440	0.6785	0.7255	0.6785	0.8237
No log	5.5949	442	0.6350	0.6915	0.6350	0.7968
No log	5.6203	444	0.6435	0.7255	0.6435	0.8022
No log	5.6456	446	0.6199	0.7535	0.6199	0.7873
No log	5.6709	448	0.6647	0.7864	0.6647	0.8153
No log	5.6962	450	0.7719	0.7459	0.7719	0.8786
No log	5.7215	452	0.8928	0.6733	0.8928	0.9449
No log	5.7468	454	0.9185	0.6733	0.9185	0.9584
No log	5.7722	456	0.8127	0.7459	0.8127	0.9015
No log	5.7975	458	0.7835	0.7375	0.7835	0.8852
No log	5.8228	460	0.8308	0.7375	0.8308	0.9115
No log	5.8481	462	0.8220	0.7375	0.8220	0.9067
No log	5.8734	464	0.8059	0.7375	0.8059	0.8977
No log	5.8987	466	0.7445	0.6706	0.7445	0.8629
No log	5.9241	468	0.6644	0.7284	0.6644	0.8151
No log	5.9494	470	0.6473	0.7216	0.6473	0.8045
No log	5.9747	472	0.6925	0.7284	0.6925	0.8322
No log	6.0	474	0.7878	0.6706	0.7878	0.8876
No log	6.0253	476	0.9293	0.6884	0.9293	0.9640
No log	6.0506	478	0.9698	0.6688	0.9698	0.9848
No log	6.0759	480	0.9567	0.6688	0.9567	0.9781
No log	6.1013	482	0.8603	0.7375	0.8603	0.9275
No log	6.1266	484	0.7493	0.6564	0.7493	0.8656
No log	6.1519	486	0.6723	0.6918	0.6723	0.8199
No log	6.1772	488	0.6571	0.6763	0.6571	0.8106
No log	6.2025	490	0.7213	0.6859	0.7213	0.8493
No log	6.2278	492	0.8551	0.7375	0.8551	0.9247
No log	6.2532	494	0.9256	0.7375	0.9256	0.9621
No log	6.2785	496	0.8940	0.7375	0.8940	0.9455
No log	6.3038	498	0.8590	0.7375	0.8590	0.9268
0.7567	6.3291	500	0.8429	0.7375	0.8429	0.9181
0.7567	6.3544	502	0.8498	0.7336	0.8498	0.9218
0.7567	6.3797	504	0.8303	0.7426	0.8303	0.9112
0.7567	6.4051	506	0.8651	0.7426	0.8651	0.9301
0.7567	6.4304	508	0.8597	0.7426	0.8597	0.9272
0.7567	6.4557	510	0.7753	0.7426	0.7753	0.8805
0.7567	6.4810	512	0.6700	0.7535	0.6700	0.8185
0.7567	6.5063	514	0.6185	0.7284	0.6185	0.7865
0.7567	6.5316	516	0.6252	0.7284	0.6252	0.7907
0.7567	6.5570	518	0.6858	0.7234	0.6858	0.8281
0.7567	6.5823	520	0.8154	0.7459	0.8154	0.9030
0.7567	6.6076	522	1.0250	0.6842	1.0250	1.0124
0.7567	6.6329	524	1.1237	0.6715	1.1237	1.0600
0.7567	6.6582	526	1.0943	0.6715	1.0943	1.0461
0.7567	6.6835	528	1.0040	0.6936	1.0040	1.0020
0.7567	6.7089	530	0.8626	0.7459	0.8626	0.9287
0.7567	6.7342	532	0.7228	0.7616	0.7228	0.8502
0.7567	6.7595	534	0.6769	0.7529	0.6769	0.8227
0.7567	6.7848	536	0.6786	0.7529	0.6786	0.8238
0.7567	6.8101	538	0.6749	0.7529	0.6749	0.8215
0.7567	6.8354	540	0.6784	0.7529	0.6784	0.8236
0.7567	6.8608	542	0.7378	0.7715	0.7378	0.8589
0.7567	6.8861	544	0.8165	0.7715	0.8165	0.9036
0.7567	6.9114	546	0.8180	0.7715	0.8180	0.9045
0.7567	6.9367	548	0.7718	0.7715	0.7718	0.8785
0.7567	6.9620	550	0.7091	0.8282	0.7091	0.8421
0.7567	6.9873	552	0.6822	0.8282	0.6822	0.8259
0.7567	7.0127	554	0.6583	0.7572	0.6583	0.8114
0.7567	7.0380	556	0.7005	0.7755	0.7005	0.8369
0.7567	7.0633	558	0.7733	0.7715	0.7733	0.8794
0.7567	7.0886	560	0.8772	0.7715	0.8772	0.9366
0.7567	7.1139	562	0.9187	0.7904	0.9187	0.9585
0.7567	7.1392	564	0.8863	0.7715	0.8863	0.9414
0.7567	7.1646	566	0.8658	0.7715	0.8658	0.9305
0.7567	7.1899	568	0.8410	0.7715	0.8410	0.9171
0.7567	7.2152	570	0.8491	0.7715	0.8491	0.9215
0.7567	7.2405	572	0.9032	0.7571	0.9032	0.9503
0.7567	7.2658	574	0.9567	0.7571	0.9567	0.9781
0.7567	7.2911	576	0.9814	0.6879	0.9814	0.9907
0.7567	7.3165	578	0.9293	0.7571	0.9293	0.9640
0.7567	7.3418	580	0.8920	0.7571	0.8920	0.9444
0.7567	7.3671	582	0.8585	0.7571	0.8585	0.9265
0.7567	7.3924	584	0.7673	0.7183	0.7673	0.8759
0.7567	7.4177	586	0.6732	0.7529	0.6732	0.8205
0.7567	7.4430	588	0.6297	0.7059	0.6297	0.7935
0.7567	7.4684	590	0.6435	0.7529	0.6435	0.8022
0.7567	7.4937	592	0.6968	0.7529	0.6968	0.8348
0.7567	7.5190	594	0.7273	0.7529	0.7273	0.8528
0.7567	7.5443	596	0.7516	0.7529	0.7516	0.8669
0.7567	7.5696	598	0.7670	0.7529	0.7670	0.8758
0.7567	7.5949	600	0.8214	0.7529	0.8214	0.9063
0.7567	7.6203	602	0.8598	0.7529	0.8598	0.9273
0.7567	7.6456	604	0.8888	0.7715	0.8888	0.9428
0.7567	7.6709	606	0.9028	0.7904	0.9028	0.9502
0.7567	7.6962	608	0.8887	0.7904	0.8887	0.9427
0.7567	7.7215	610	0.8654	0.7715	0.8654	0.9303
0.7567	7.7468	612	0.8121	0.7529	0.8121	0.9012
0.7567	7.7722	614	0.7611	0.7529	0.7611	0.8724
0.7567	7.7975	616	0.7273	0.7529	0.7273	0.8528
0.7567	7.8228	618	0.7066	0.7715	0.7066	0.8406
0.7567	7.8481	620	0.6837	0.7715	0.6837	0.8268
0.7567	7.8734	622	0.6958	0.7715	0.6958	0.8342
0.7567	7.8987	624	0.6885	0.7715	0.6885	0.8297
0.7567	7.9241	626	0.6811	0.7715	0.6811	0.8253
0.7567	7.9494	628	0.6475	0.8282	0.6475	0.8047
0.7567	7.9747	630	0.6606	0.8282	0.6606	0.8128
0.7567	8.0	632	0.6538	0.8282	0.6538	0.8086
0.7567	8.0253	634	0.6852	0.7715	0.6852	0.8278
0.7567	8.0506	636	0.7377	0.7375	0.7377	0.8589
0.7567	8.0759	638	0.7925	0.7375	0.7925	0.8902
0.7567	8.1013	640	0.8177	0.7375	0.8177	0.9043
0.7567	8.1266	642	0.8281	0.7459	0.8281	0.9100
0.7567	8.1519	644	0.8142	0.7459	0.8142	0.9023
0.7567	8.1772	646	0.8008	0.7459	0.8008	0.8949
0.7567	8.2025	648	0.8088	0.7459	0.8088	0.8994
0.7567	8.2278	650	0.8326	0.7459	0.8326	0.9125
0.7567	8.2532	652	0.8266	0.7375	0.8266	0.9092
0.7567	8.2785	654	0.8090	0.7375	0.8090	0.8994
0.7567	8.3038	656	0.8059	0.7459	0.8059	0.8977
0.7567	8.3291	658	0.7718	0.7375	0.7718	0.8785
0.7567	8.3544	660	0.7221	0.7183	0.7221	0.8497
0.7567	8.3797	662	0.6997	0.7183	0.6997	0.8365
0.7567	8.4051	664	0.6843	0.7183	0.6843	0.8272
0.7567	8.4304	666	0.6849	0.7183	0.6849	0.8276
0.7567	8.4557	668	0.6776	0.7183	0.6776	0.8231
0.7567	8.4810	670	0.7044	0.7183	0.7044	0.8393
0.7567	8.5063	672	0.7402	0.7375	0.7402	0.8603
0.7567	8.5316	674	0.7794	0.7426	0.7794	0.8828
0.7567	8.5570	676	0.8292	0.6842	0.8292	0.9106
0.7567	8.5823	678	0.8695	0.6842	0.8695	0.9325
0.7567	8.6076	680	0.8784	0.6842	0.8784	0.9373
0.7567	8.6329	682	0.8598	0.6784	0.8598	0.9273
0.7567	8.6582	684	0.8404	0.7571	0.8404	0.9167
0.7567	8.6835	686	0.8124	0.7183	0.8124	0.9013
0.7567	8.7089	688	0.8124	0.7183	0.8124	0.9013
0.7567	8.7342	690	0.7887	0.7183	0.7887	0.8881
0.7567	8.7595	692	0.7543	0.7183	0.7543	0.8685
0.7567	8.7848	694	0.7490	0.7183	0.7490	0.8654
0.7567	8.8101	696	0.7473	0.7183	0.7473	0.8645
0.7567	8.8354	698	0.7675	0.7183	0.7675	0.8761
0.7567	8.8608	700	0.7924	0.7183	0.7924	0.8901
0.7567	8.8861	702	0.7975	0.7183	0.7975	0.8930
0.7567	8.9114	704	0.8024	0.7183	0.8024	0.8958
0.7567	8.9367	706	0.8070	0.7183	0.8070	0.8983
0.7567	8.9620	708	0.8168	0.7336	0.8168	0.9038
0.7567	8.9873	710	0.8162	0.7336	0.8162	0.9034
0.7567	9.0127	712	0.8070	0.7336	0.8070	0.8983
0.7567	9.0380	714	0.8120	0.7552	0.8120	0.9011
0.7567	9.0633	716	0.8051	0.7552	0.8051	0.8973
0.7567	9.0886	718	0.8017	0.7552	0.8017	0.8954
0.7567	9.1139	720	0.7917	0.7552	0.7917	0.8898
0.7567	9.1392	722	0.7789	0.7552	0.7789	0.8826
0.7567	9.1646	724	0.7589	0.7336	0.7589	0.8712
0.7567	9.1899	726	0.7357	0.7123	0.7357	0.8578
0.7567	9.2152	728	0.7086	0.7758	0.7086	0.8418
0.7567	9.2405	730	0.6831	0.7758	0.6831	0.8265
0.7567	9.2658	732	0.6666	0.7758	0.6666	0.8164
0.7567	9.2911	734	0.6565	0.7758	0.6565	0.8103
0.7567	9.3165	736	0.6651	0.7758	0.6651	0.8156
0.7567	9.3418	738	0.6692	0.7123	0.6692	0.8180
0.7567	9.3671	740	0.6766	0.7123	0.6766	0.8226
0.7567	9.3924	742	0.6869	0.7183	0.6869	0.8288
0.7567	9.4177	744	0.6993	0.7183	0.6993	0.8363
0.7567	9.4430	746	0.7158	0.7183	0.7158	0.8460
0.7567	9.4684	748	0.7255	0.7183	0.7255	0.8518
0.7567	9.4937	750	0.7370	0.7183	0.7370	0.8585
0.7567	9.5190	752	0.7588	0.7183	0.7588	0.8711
0.7567	9.5443	754	0.7853	0.7183	0.7853	0.8862
0.7567	9.5696	756	0.8043	0.7123	0.8043	0.8968
0.7567	9.5949	758	0.8254	0.7336	0.8254	0.9085
0.7567	9.6203	760	0.8374	0.7336	0.8374	0.9151
0.7567	9.6456	762	0.8528	0.7552	0.8528	0.9235
0.7567	9.6709	764	0.8656	0.7552	0.8656	0.9304
0.7567	9.6962	766	0.8671	0.7552	0.8671	0.9312
0.7567	9.7215	768	0.8651	0.7552	0.8651	0.9301
0.7567	9.7468	770	0.8586	0.7552	0.8586	0.9266
0.7567	9.7722	772	0.8476	0.7552	0.8476	0.9206
0.7567	9.7975	774	0.8345	0.7336	0.8345	0.9135
0.7567	9.8228	776	0.8217	0.7336	0.8217	0.9065
0.7567	9.8481	778	0.8128	0.7336	0.8128	0.9016
0.7567	9.8734	780	0.8091	0.7336	0.8091	0.8995
0.7567	9.8987	782	0.8065	0.7336	0.8065	0.8981
0.7567	9.9241	784	0.8047	0.7336	0.8047	0.8971
0.7567	9.9494	786	0.8031	0.7336	0.8031	0.8961
0.7567	9.9747	788	0.8019	0.7375	0.8019	0.8955
0.7567	10.0	790	0.8016	0.7375	0.8016	0.8953

Framework versions

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