ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k4_task2_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: 0.7931
• Qwk: 0.6237
• Mse: 0.7931
• Rmse: 0.8906

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	0.0870	2	4.7505	0.0163	4.7505	2.1796
No log	0.1739	4	3.3186	-0.0085	3.3186	1.8217
No log	0.2609	6	1.7018	0.0959	1.7018	1.3045
No log	0.3478	8	1.2942	0.0990	1.2942	1.1376
No log	0.4348	10	1.1709	0.2072	1.1709	1.0821
No log	0.5217	12	1.1584	0.2246	1.1584	1.0763
No log	0.6087	14	1.5377	0.0099	1.5377	1.2400
No log	0.6957	16	1.5848	0.0749	1.5848	1.2589
No log	0.7826	18	1.2489	0.0408	1.2489	1.1176
No log	0.8696	20	1.0831	0.1875	1.0831	1.0407
No log	0.9565	22	1.1203	0.2733	1.1203	1.0585
No log	1.0435	24	1.3824	0.1371	1.3824	1.1758
No log	1.1304	26	1.4981	0.1109	1.4981	1.2240
No log	1.2174	28	1.2421	0.1875	1.2421	1.1145
No log	1.3043	30	0.9973	0.2200	0.9973	0.9987
No log	1.3913	32	1.0108	0.1871	1.0108	1.0054
No log	1.4783	34	1.0010	0.4789	1.0010	1.0005
No log	1.5652	36	1.1925	0.3898	1.1925	1.0920
No log	1.6522	38	1.4810	0.3793	1.4810	1.2170
No log	1.7391	40	1.3643	0.3394	1.3643	1.1680
No log	1.8261	42	1.0675	0.3496	1.0675	1.0332
No log	1.9130	44	0.9522	0.5126	0.9522	0.9758
No log	2.0	46	0.9210	0.5422	0.9210	0.9597
No log	2.0870	48	0.8996	0.5232	0.8996	0.9485
No log	2.1739	50	0.8889	0.5670	0.8889	0.9428
No log	2.2609	52	0.9344	0.5932	0.9344	0.9667
No log	2.3478	54	0.8127	0.6372	0.8127	0.9015
No log	2.4348	56	0.7652	0.6414	0.7652	0.8747
No log	2.5217	58	0.8463	0.5364	0.8463	0.9199
No log	2.6087	60	0.9528	0.5540	0.9528	0.9761
No log	2.6957	62	0.8316	0.5712	0.8316	0.9119
No log	2.7826	64	0.6796	0.6583	0.6796	0.8244
No log	2.8696	66	0.7282	0.6818	0.7282	0.8533
No log	2.9565	68	0.8472	0.5638	0.8472	0.9204
No log	3.0435	70	0.8337	0.5638	0.8337	0.9131
No log	3.1304	72	0.7496	0.6818	0.7496	0.8658
No log	3.2174	74	0.7303	0.6184	0.7303	0.8546
No log	3.3043	76	0.7948	0.6337	0.7948	0.8915
No log	3.3913	78	0.7656	0.6337	0.7656	0.8750
No log	3.4783	80	0.7020	0.6184	0.7020	0.8379
No log	3.5652	82	0.6955	0.6860	0.6955	0.8340
No log	3.6522	84	0.6820	0.6406	0.6820	0.8258
No log	3.7391	86	0.7807	0.5882	0.7807	0.8836
No log	3.8261	88	0.7730	0.5963	0.7730	0.8792
No log	3.9130	90	0.7437	0.6468	0.7437	0.8624
No log	4.0	92	0.7330	0.6363	0.7330	0.8562
No log	4.0870	94	0.7648	0.6363	0.7648	0.8745
No log	4.1739	96	0.7937	0.6347	0.7937	0.8909
No log	4.2609	98	0.7893	0.6377	0.7893	0.8884
No log	4.3478	100	0.8434	0.6695	0.8434	0.9184
No log	4.4348	102	0.8428	0.6833	0.8428	0.9181
No log	4.5217	104	0.7853	0.6975	0.7853	0.8862
No log	4.6087	106	0.7331	0.6363	0.7331	0.8562
No log	4.6957	108	0.7159	0.6257	0.7159	0.8461
No log	4.7826	110	0.7000	0.6275	0.7000	0.8366
No log	4.8696	112	0.6883	0.6921	0.6883	0.8297
No log	4.9565	114	0.6967	0.6035	0.6967	0.8347
No log	5.0435	116	0.7356	0.6549	0.7356	0.8576
No log	5.1304	118	0.7428	0.6479	0.7428	0.8618
No log	5.2174	120	0.7180	0.6711	0.7180	0.8473
No log	5.3043	122	0.7667	0.6633	0.7667	0.8756
No log	5.3913	124	0.8049	0.6243	0.8049	0.8972
No log	5.4783	126	0.7721	0.6159	0.7721	0.8787
No log	5.5652	128	0.7733	0.6578	0.7733	0.8794
No log	5.6522	130	0.7669	0.6517	0.7669	0.8757
No log	5.7391	132	0.7154	0.6601	0.7154	0.8458
No log	5.8261	134	0.7041	0.5843	0.7041	0.8391
No log	5.9130	136	0.7325	0.6718	0.7325	0.8559
No log	6.0	138	0.7485	0.6818	0.7485	0.8652
No log	6.0870	140	0.7782	0.6302	0.7782	0.8821
No log	6.1739	142	0.7327	0.6561	0.7327	0.8560
No log	6.2609	144	0.7267	0.6561	0.7267	0.8525
No log	6.3478	146	0.6885	0.6902	0.6885	0.8297
No log	6.4348	148	0.6768	0.6139	0.6768	0.8227
No log	6.5217	150	0.7636	0.5908	0.7636	0.8738
No log	6.6087	152	0.7715	0.6148	0.7715	0.8783
No log	6.6957	154	0.6635	0.6038	0.6635	0.8145
No log	6.7826	156	0.7054	0.6555	0.7054	0.8399
No log	6.8696	158	0.7389	0.6481	0.7389	0.8596
No log	6.9565	160	0.7301	0.6352	0.7301	0.8544
No log	7.0435	162	0.7008	0.6657	0.7008	0.8372
No log	7.1304	164	0.6688	0.6792	0.6688	0.8178
No log	7.2174	166	0.6699	0.6765	0.6699	0.8185
No log	7.3043	168	0.7110	0.6355	0.7110	0.8432
No log	7.3913	170	0.8161	0.54	0.8161	0.9034
No log	7.4783	172	0.8437	0.5576	0.8437	0.9185
No log	7.5652	174	0.9247	0.5286	0.9247	0.9616
No log	7.6522	176	0.8017	0.6043	0.8017	0.8954
No log	7.7391	178	0.6718	0.6377	0.6718	0.8197
No log	7.8261	180	0.7691	0.6288	0.7691	0.8770
No log	7.9130	182	0.8435	0.5958	0.8435	0.9184
No log	8.0	184	0.7817	0.6105	0.7817	0.8841
No log	8.0870	186	0.6762	0.7007	0.6762	0.8223
No log	8.1739	188	0.7289	0.6091	0.7289	0.8538
No log	8.2609	190	0.7566	0.6052	0.7566	0.8698
No log	8.3478	192	0.7096	0.6300	0.7096	0.8424
No log	8.4348	194	0.6563	0.6934	0.6563	0.8101
No log	8.5217	196	0.6663	0.6883	0.6663	0.8163
No log	8.6087	198	0.6667	0.6552	0.6667	0.8165
No log	8.6957	200	0.6913	0.6791	0.6913	0.8315
No log	8.7826	202	0.7471	0.6833	0.7471	0.8643
No log	8.8696	204	0.7269	0.6578	0.7269	0.8526
No log	8.9565	206	0.6943	0.6002	0.6943	0.8332
No log	9.0435	208	0.6944	0.6239	0.6944	0.8333
No log	9.1304	210	0.6981	0.7009	0.6981	0.8355
No log	9.2174	212	0.8152	0.5637	0.8152	0.9029
No log	9.3043	214	0.9462	0.5429	0.9462	0.9727
No log	9.3913	216	0.9425	0.5237	0.9425	0.9708
No log	9.4783	218	0.7993	0.5893	0.7993	0.8940
No log	9.5652	220	0.7057	0.6319	0.7057	0.8401
No log	9.6522	222	0.6820	0.6641	0.6820	0.8258
No log	9.7391	224	0.6997	0.6543	0.6997	0.8365
No log	9.8261	226	0.8198	0.5907	0.8198	0.9054
No log	9.9130	228	0.9402	0.5656	0.9402	0.9696
No log	10.0	230	0.8822	0.5677	0.8822	0.9393
No log	10.0870	232	0.7518	0.5913	0.7518	0.8671
No log	10.1739	234	0.6988	0.6641	0.6988	0.8360
No log	10.2609	236	0.7001	0.6833	0.7001	0.8367
No log	10.3478	238	0.6956	0.6343	0.6956	0.8340
No log	10.4348	240	0.6977	0.6343	0.6977	0.8353
No log	10.5217	242	0.7105	0.6573	0.7105	0.8429
No log	10.6087	244	0.8108	0.5823	0.8108	0.9004
No log	10.6957	246	0.9001	0.5648	0.9001	0.9488
No log	10.7826	248	0.8898	0.5648	0.8898	0.9433
No log	10.8696	250	0.7748	0.6091	0.7748	0.8802
No log	10.9565	252	0.7093	0.6526	0.7093	0.8422
No log	11.0435	254	0.7061	0.6545	0.7061	0.8403
No log	11.1304	256	0.7062	0.6535	0.7062	0.8404
No log	11.2174	258	0.7399	0.5919	0.7399	0.8602
No log	11.3043	260	0.7582	0.5919	0.7582	0.8708
No log	11.3913	262	0.7393	0.6049	0.7393	0.8598
No log	11.4783	264	0.7271	0.6400	0.7271	0.8527
No log	11.5652	266	0.7161	0.6353	0.7161	0.8463
No log	11.6522	268	0.7034	0.6563	0.7034	0.8387
No log	11.7391	270	0.7113	0.6312	0.7113	0.8434
No log	11.8261	272	0.7044	0.6107	0.7044	0.8393
No log	11.9130	274	0.7052	0.6669	0.7052	0.8398
No log	12.0	276	0.7841	0.6400	0.7841	0.8855
No log	12.0870	278	0.8216	0.6111	0.8216	0.9064
No log	12.1739	280	0.8499	0.6015	0.8499	0.9219
No log	12.2609	282	0.7832	0.5965	0.7832	0.8850
No log	12.3478	284	0.7371	0.6271	0.7371	0.8586
No log	12.4348	286	0.7172	0.6271	0.7172	0.8469
No log	12.5217	288	0.7091	0.6553	0.7091	0.8421
No log	12.6087	290	0.6852	0.6358	0.6852	0.8277
No log	12.6957	292	0.6898	0.6406	0.6898	0.8305
No log	12.7826	294	0.7014	0.6553	0.7014	0.8375
No log	12.8696	296	0.6809	0.6479	0.6809	0.8252
No log	12.9565	298	0.6654	0.6594	0.6654	0.8157
No log	13.0435	300	0.6649	0.6594	0.6649	0.8154
No log	13.1304	302	0.6684	0.6419	0.6684	0.8175
No log	13.2174	304	0.6685	0.6382	0.6685	0.8176
No log	13.3043	306	0.6683	0.6534	0.6683	0.8175
No log	13.3913	308	0.7140	0.6657	0.7140	0.8450
No log	13.4783	310	0.7886	0.6054	0.7886	0.8880
No log	13.5652	312	0.8229	0.6062	0.8229	0.9071
No log	13.6522	314	0.7589	0.6301	0.7589	0.8711
No log	13.7391	316	0.7366	0.6171	0.7366	0.8582
No log	13.8261	318	0.7352	0.6171	0.7352	0.8574
No log	13.9130	320	0.7686	0.6287	0.7686	0.8767
No log	14.0	322	0.8460	0.6303	0.8460	0.9198
No log	14.0870	324	0.8605	0.5956	0.8605	0.9276
No log	14.1739	326	0.7758	0.6333	0.7758	0.8808
No log	14.2609	328	0.6739	0.6833	0.6739	0.8209
No log	14.3478	330	0.6535	0.6833	0.6535	0.8084
No log	14.4348	332	0.6823	0.6718	0.6823	0.8260
No log	14.5217	334	0.7214	0.6350	0.7214	0.8494
No log	14.6087	336	0.7742	0.6330	0.7742	0.8799
No log	14.6957	338	0.7861	0.6645	0.7861	0.8866
No log	14.7826	340	0.6942	0.6553	0.6942	0.8332
No log	14.8696	342	0.6453	0.6641	0.6453	0.8033
No log	14.9565	344	0.6564	0.6580	0.6564	0.8102
No log	15.0435	346	0.6883	0.6489	0.6883	0.8296
No log	15.1304	348	0.7409	0.6794	0.7409	0.8608
No log	15.2174	350	0.7315	0.6435	0.7315	0.8553
No log	15.3043	352	0.6951	0.6460	0.6951	0.8337
No log	15.3913	354	0.7031	0.6163	0.7031	0.8385
No log	15.4783	356	0.7147	0.6285	0.7147	0.8454
No log	15.5652	358	0.7203	0.6287	0.7203	0.8487
No log	15.6522	360	0.6745	0.6545	0.6745	0.8213
No log	15.7391	362	0.6513	0.6979	0.6513	0.8070
No log	15.8261	364	0.6484	0.6877	0.6484	0.8052
No log	15.9130	366	0.6541	0.6575	0.6541	0.8087
No log	16.0	368	0.6735	0.6360	0.6735	0.8207
No log	16.0870	370	0.7239	0.6215	0.7239	0.8508
No log	16.1739	372	0.7629	0.6091	0.7629	0.8734
No log	16.2609	374	0.7330	0.6489	0.7330	0.8561
No log	16.3478	376	0.7113	0.6479	0.7113	0.8434
No log	16.4348	378	0.7020	0.6324	0.7020	0.8378
No log	16.5217	380	0.7173	0.6339	0.7173	0.8470
No log	16.6087	382	0.7268	0.6339	0.7268	0.8525
No log	16.6957	384	0.7450	0.6369	0.7450	0.8631
No log	16.7826	386	0.7519	0.6431	0.7519	0.8671
No log	16.8696	388	0.7196	0.6197	0.7196	0.8483
No log	16.9565	390	0.7039	0.6347	0.7039	0.8390
No log	17.0435	392	0.7033	0.6193	0.7033	0.8386
No log	17.1304	394	0.6927	0.5746	0.6927	0.8323
No log	17.2174	396	0.6724	0.6365	0.6724	0.8200
No log	17.3043	398	0.6701	0.6728	0.6701	0.8186
No log	17.3913	400	0.6701	0.6687	0.6701	0.8186
No log	17.4783	402	0.6747	0.6833	0.6747	0.8214
No log	17.5652	404	0.6718	0.6791	0.6718	0.8196
No log	17.6522	406	0.6625	0.6909	0.6625	0.8139
No log	17.7391	408	0.6718	0.6419	0.6718	0.8197
No log	17.8261	410	0.6692	0.6573	0.6692	0.8180
No log	17.9130	412	0.6849	0.6553	0.6849	0.8276
No log	18.0	414	0.7538	0.6280	0.7538	0.8682
No log	18.0870	416	0.7979	0.5849	0.7979	0.8933
No log	18.1739	418	0.7777	0.6246	0.7777	0.8819
No log	18.2609	420	0.7484	0.6385	0.7484	0.8651
No log	18.3478	422	0.7183	0.6535	0.7183	0.8475
No log	18.4348	424	0.7023	0.6971	0.7023	0.8381
No log	18.5217	426	0.7102	0.6971	0.7102	0.8427
No log	18.6087	428	0.7098	0.6421	0.7098	0.8425
No log	18.6957	430	0.6988	0.6489	0.6988	0.8359
No log	18.7826	432	0.6942	0.6445	0.6942	0.8332
No log	18.8696	434	0.6834	0.6157	0.6834	0.8267
No log	18.9565	436	0.6802	0.5884	0.6802	0.8248
No log	19.0435	438	0.6759	0.5953	0.6759	0.8221
No log	19.1304	440	0.6783	0.6304	0.6783	0.8236
No log	19.2174	442	0.6971	0.6388	0.6971	0.8349
No log	19.3043	444	0.7387	0.6400	0.7387	0.8595
No log	19.3913	446	0.7204	0.6400	0.7204	0.8487
No log	19.4783	448	0.6908	0.6109	0.6908	0.8311
No log	19.5652	450	0.6802	0.5830	0.6802	0.8247
No log	19.6522	452	0.6749	0.6319	0.6749	0.8215
No log	19.7391	454	0.6865	0.6388	0.6865	0.8285
No log	19.8261	456	0.6944	0.6535	0.6944	0.8333
No log	19.9130	458	0.7014	0.6535	0.7014	0.8375
No log	20.0	460	0.6924	0.6309	0.6924	0.8321
No log	20.0870	462	0.6991	0.6408	0.6991	0.8361
No log	20.1739	464	0.7124	0.6222	0.7124	0.8441
No log	20.2609	466	0.7122	0.6388	0.7122	0.8439
No log	20.3478	468	0.7151	0.6249	0.7151	0.8456
No log	20.4348	470	0.7463	0.6300	0.7463	0.8639
No log	20.5217	472	0.8198	0.5614	0.8198	0.9054
No log	20.6087	474	0.8150	0.5493	0.8150	0.9028
No log	20.6957	476	0.7766	0.5649	0.7766	0.8813
No log	20.7826	478	0.7320	0.5700	0.7320	0.8556
No log	20.8696	480	0.6982	0.6189	0.6982	0.8356
No log	20.9565	482	0.6982	0.6319	0.6982	0.8356
No log	21.0435	484	0.7202	0.6499	0.7202	0.8487
No log	21.1304	486	0.7064	0.6235	0.7064	0.8405
No log	21.2174	488	0.6892	0.6393	0.6892	0.8302
No log	21.3043	490	0.6733	0.6257	0.6733	0.8205
No log	21.3913	492	0.6796	0.6151	0.6796	0.8244
No log	21.4783	494	0.7017	0.6130	0.7017	0.8377
No log	21.5652	496	0.7555	0.6142	0.7555	0.8692
No log	21.6522	498	0.8100	0.5975	0.8100	0.9000
0.2805	21.7391	500	0.8261	0.5763	0.8261	0.9089
0.2805	21.8261	502	0.7921	0.5892	0.7921	0.8900
0.2805	21.9130	504	0.7381	0.5364	0.7381	0.8591
0.2805	22.0	506	0.7352	0.5701	0.7352	0.8574
0.2805	22.0870	508	0.7325	0.5632	0.7325	0.8558
0.2805	22.1739	510	0.7221	0.5632	0.7221	0.8497
0.2805	22.2609	512	0.7323	0.6442	0.7323	0.8558
0.2805	22.3478	514	0.7928	0.5913	0.7928	0.8904
0.2805	22.4348	516	0.8241	0.6412	0.8241	0.9078
0.2805	22.5217	518	0.8160	0.6269	0.8160	0.9034
0.2805	22.6087	520	0.8272	0.6207	0.8272	0.9095
0.2805	22.6957	522	0.8101	0.6207	0.8101	0.9001
0.2805	22.7826	524	0.7829	0.6474	0.7829	0.8848
0.2805	22.8696	526	0.7237	0.6231	0.7237	0.8507
0.2805	22.9565	528	0.6810	0.6361	0.6810	0.8252
0.2805	23.0435	530	0.6742	0.6554	0.6742	0.8211
0.2805	23.1304	532	0.6748	0.6399	0.6748	0.8214
0.2805	23.2174	534	0.6769	0.5988	0.6769	0.8228
0.2805	23.3043	536	0.6898	0.6289	0.6898	0.8306
0.2805	23.3913	538	0.7492	0.6400	0.7492	0.8655
0.2805	23.4783	540	0.8098	0.6474	0.8098	0.8999
0.2805	23.5652	542	0.7900	0.6302	0.7900	0.8888
0.2805	23.6522	544	0.7217	0.6737	0.7217	0.8495
0.2805	23.7391	546	0.6677	0.6751	0.6677	0.8171
0.2805	23.8261	548	0.6529	0.6741	0.6529	0.8080
0.2805	23.9130	550	0.6433	0.6840	0.6433	0.8020
0.2805	24.0	552	0.6389	0.6891	0.6389	0.7993
0.2805	24.0870	554	0.6815	0.6679	0.6815	0.8255
0.2805	24.1739	556	0.8124	0.6083	0.8124	0.9014
0.2805	24.2609	558	0.8879	0.5893	0.8879	0.9423
0.2805	24.3478	560	0.8885	0.5818	0.8885	0.9426
0.2805	24.4348	562	0.9144	0.5794	0.9144	0.9563
0.2805	24.5217	564	0.8881	0.5818	0.8881	0.9424
0.2805	24.6087	566	0.8156	0.6207	0.8156	0.9031
0.2805	24.6957	568	0.8252	0.5833	0.8252	0.9084
0.2805	24.7826	570	0.8501	0.6092	0.8501	0.9220
0.2805	24.8696	572	0.8466	0.5920	0.8466	0.9201
0.2805	24.9565	574	0.8583	0.5920	0.8583	0.9264
0.2805	25.0435	576	0.8604	0.5833	0.8604	0.9276
0.2805	25.1304	578	0.8532	0.5810	0.8532	0.9237
0.2805	25.2174	580	0.8296	0.6026	0.8296	0.9108
0.2805	25.3043	582	0.8297	0.6289	0.8297	0.9109
0.2805	25.3913	584	0.8594	0.5810	0.8594	0.9270
0.2805	25.4783	586	0.8737	0.5787	0.8737	0.9347
0.2805	25.5652	588	0.8231	0.6	0.8231	0.9072
0.2805	25.6522	590	0.7918	0.6441	0.7918	0.8899
0.2805	25.7391	592	0.7345	0.6914	0.7345	0.8570
0.2805	25.8261	594	0.7129	0.6914	0.7129	0.8443
0.2805	25.9130	596	0.7193	0.6956	0.7193	0.8481
0.2805	26.0	598	0.7183	0.6914	0.7183	0.8475
0.2805	26.0870	600	0.7138	0.6914	0.7138	0.8449
0.2805	26.1739	602	0.6677	0.6817	0.6677	0.8172
0.2805	26.2609	604	0.6401	0.6669	0.6401	0.8000
0.2805	26.3478	606	0.6471	0.6629	0.6471	0.8044
0.2805	26.4348	608	0.6940	0.6956	0.6940	0.8331
0.2805	26.5217	610	0.7802	0.6379	0.7802	0.8833
0.2805	26.6087	612	0.8143	0.6379	0.8143	0.9024
0.2805	26.6957	614	0.7863	0.6379	0.7863	0.8868
0.2805	26.7826	616	0.7323	0.6604	0.7323	0.8558
0.2805	26.8696	618	0.6822	0.6608	0.6822	0.8260
0.2805	26.9565	620	0.6724	0.6332	0.6724	0.8200
0.2805	27.0435	622	0.6750	0.6067	0.6750	0.8216
0.2805	27.1304	624	0.6741	0.6067	0.6741	0.8210
0.2805	27.2174	626	0.6709	0.6332	0.6709	0.8191
0.2805	27.3043	628	0.6886	0.6712	0.6886	0.8298
0.2805	27.3913	630	0.7085	0.7009	0.7085	0.8417
0.2805	27.4783	632	0.7142	0.6914	0.7142	0.8451
0.2805	27.5652	634	0.7244	0.6151	0.7244	0.8511
0.2805	27.6522	636	0.7477	0.6182	0.7477	0.8647
0.2805	27.7391	638	0.7702	0.6182	0.7702	0.8776
0.2805	27.8261	640	0.7876	0.5972	0.7876	0.8875
0.2805	27.9130	642	0.7386	0.6282	0.7386	0.8594
0.2805	28.0	644	0.6956	0.6842	0.6956	0.8340
0.2805	28.0870	646	0.6555	0.6775	0.6555	0.8096
0.2805	28.1739	648	0.6421	0.7198	0.6421	0.8013
0.2805	28.2609	650	0.6454	0.7090	0.6454	0.8034
0.2805	28.3478	652	0.6788	0.6800	0.6788	0.8239
0.2805	28.4348	654	0.7770	0.5972	0.7770	0.8815
0.2805	28.5217	656	0.8196	0.5972	0.8196	0.9053
0.2805	28.6087	658	0.7982	0.5972	0.7982	0.8934
0.2805	28.6957	660	0.7514	0.5972	0.7514	0.8668
0.2805	28.7826	662	0.7267	0.6679	0.7267	0.8525
0.2805	28.8696	664	0.7334	0.6580	0.7334	0.8564
0.2805	28.9565	666	0.7697	0.6062	0.7697	0.8773
0.2805	29.0435	668	0.8318	0.6026	0.8318	0.9120
0.2805	29.1304	670	0.8784	0.5697	0.8784	0.9372
0.2805	29.2174	672	0.9218	0.5697	0.9218	0.9601
0.2805	29.3043	674	0.9315	0.5718	0.9315	0.9651
0.2805	29.3913	676	0.8990	0.5718	0.8990	0.9481
0.2805	29.4783	678	0.8375	0.6170	0.8375	0.9152
0.2805	29.5652	680	0.8141	0.5731	0.8141	0.9023
0.2805	29.6522	682	0.7726	0.5836	0.7726	0.8790
0.2805	29.7391	684	0.7548	0.6151	0.7548	0.8688
0.2805	29.8261	686	0.7816	0.6121	0.7816	0.8841
0.2805	29.9130	688	0.8046	0.6395	0.8046	0.8970
0.2805	30.0	690	0.8161	0.6395	0.8161	0.9034
0.2805	30.0870	692	0.7988	0.6131	0.7988	0.8938
0.2805	30.1739	694	0.7702	0.6162	0.7702	0.8776
0.2805	30.2609	696	0.7164	0.5869	0.7164	0.8464
0.2805	30.3478	698	0.7019	0.5838	0.7019	0.8378
0.2805	30.4348	700	0.7134	0.5698	0.7134	0.8446
0.2805	30.5217	702	0.7531	0.6059	0.7531	0.8678
0.2805	30.6087	704	0.7982	0.6330	0.7982	0.8934
0.2805	30.6957	706	0.7798	0.6316	0.7798	0.8831
0.2805	30.7826	708	0.7298	0.6208	0.7298	0.8543
0.2805	30.8696	710	0.6850	0.7015	0.6850	0.8276
0.2805	30.9565	712	0.6877	0.6350	0.6877	0.8293
0.2805	31.0435	714	0.7074	0.5825	0.7074	0.8411
0.2805	31.1304	716	0.7149	0.5681	0.7149	0.8455
0.2805	31.2174	718	0.6993	0.5825	0.6993	0.8362
0.2805	31.3043	720	0.6778	0.6925	0.6778	0.8233
0.2805	31.3913	722	0.7038	0.6728	0.7038	0.8389
0.2805	31.4783	724	0.7922	0.6	0.7922	0.8900
0.2805	31.5652	726	0.8579	0.5913	0.8579	0.9262
0.2805	31.6522	728	0.8444	0.5919	0.8444	0.9189
0.2805	31.7391	730	0.7847	0.6121	0.7847	0.8858
0.2805	31.8261	732	0.7269	0.5759	0.7269	0.8526
0.2805	31.9130	734	0.6993	0.5766	0.6993	0.8363
0.2805	32.0	736	0.6983	0.5766	0.6983	0.8357
0.2805	32.0870	738	0.7068	0.6006	0.7068	0.8407
0.2805	32.1739	740	0.7063	0.6714	0.7063	0.8404
0.2805	32.2609	742	0.7265	0.6769	0.7265	0.8524
0.2805	32.3478	744	0.7292	0.7038	0.7292	0.8539
0.2805	32.4348	746	0.7191	0.6905	0.7191	0.8480
0.2805	32.5217	748	0.7262	0.7001	0.7262	0.8522
0.2805	32.6087	750	0.7250	0.6905	0.7250	0.8515
0.2805	32.6957	752	0.7151	0.6920	0.7151	0.8456
0.2805	32.7826	754	0.7154	0.6920	0.7154	0.8458
0.2805	32.8696	756	0.7265	0.6920	0.7265	0.8524
0.2805	32.9565	758	0.7406	0.6905	0.7406	0.8606
0.2805	33.0435	760	0.7529	0.6905	0.7529	0.8677
0.2805	33.1304	762	0.7572	0.6793	0.7572	0.8702
0.2805	33.2174	764	0.7457	0.7143	0.7457	0.8635
0.2805	33.3043	766	0.7362	0.7143	0.7362	0.8580
0.2805	33.3913	768	0.7294	0.6905	0.7294	0.8540
0.2805	33.4783	770	0.7279	0.6905	0.7279	0.8532
0.2805	33.5652	772	0.7272	0.6905	0.7272	0.8528
0.2805	33.6522	774	0.7241	0.7001	0.7241	0.8510
0.2805	33.7391	776	0.7367	0.6864	0.7367	0.8583
0.2805	33.8261	778	0.7560	0.6864	0.7560	0.8695
0.2805	33.9130	780	0.7516	0.7011	0.7516	0.8670
0.2805	34.0	782	0.7285	0.6870	0.7285	0.8535
0.2805	34.0870	784	0.7199	0.6349	0.7199	0.8485
0.2805	34.1739	786	0.7133	0.6157	0.7133	0.8446
0.2805	34.2609	788	0.7122	0.6035	0.7122	0.8439
0.2805	34.3478	790	0.7080	0.6035	0.7080	0.8414
0.2805	34.4348	792	0.6998	0.6087	0.6998	0.8366
0.2805	34.5217	794	0.7051	0.6396	0.7051	0.8397
0.2805	34.6087	796	0.7277	0.6888	0.7277	0.8530
0.2805	34.6957	798	0.7348	0.6620	0.7348	0.8572
0.2805	34.7826	800	0.7241	0.6580	0.7241	0.8509
0.2805	34.8696	802	0.7067	0.6163	0.7067	0.8406
0.2805	34.9565	804	0.6983	0.5951	0.6983	0.8357
0.2805	35.0435	806	0.6966	0.5951	0.6966	0.8346
0.2805	35.1304	808	0.6814	0.6064	0.6814	0.8255
0.2805	35.2174	810	0.6794	0.6565	0.6794	0.8242
0.2805	35.3043	812	0.6979	0.6674	0.6979	0.8354
0.2805	35.3913	814	0.7194	0.6777	0.7194	0.8482
0.2805	35.4783	816	0.7331	0.6777	0.7331	0.8562
0.2805	35.5652	818	0.7348	0.6777	0.7348	0.8572
0.2805	35.6522	820	0.6953	0.6635	0.6953	0.8339
0.2805	35.7391	822	0.6726	0.6674	0.6726	0.8201
0.2805	35.8261	824	0.6870	0.6674	0.6870	0.8289
0.2805	35.9130	826	0.6866	0.6388	0.6866	0.8286
0.2805	36.0	828	0.6834	0.6388	0.6834	0.8267
0.2805	36.0870	830	0.7049	0.6435	0.7049	0.8396
0.2805	36.1739	832	0.7156	0.6580	0.7156	0.8459
0.2805	36.2609	834	0.7302	0.6580	0.7302	0.8545
0.2805	36.3478	836	0.7361	0.6580	0.7361	0.8580
0.2805	36.4348	838	0.7477	0.6544	0.7477	0.8647
0.2805	36.5217	840	0.7605	0.6683	0.7605	0.8721
0.2805	36.6087	842	0.7513	0.6818	0.7513	0.8668
0.2805	36.6957	844	0.7433	0.6818	0.7433	0.8621
0.2805	36.7826	846	0.7455	0.6818	0.7455	0.8634
0.2805	36.8696	848	0.7607	0.6818	0.7607	0.8722
0.2805	36.9565	850	0.7659	0.6818	0.7659	0.8752
0.2805	37.0435	852	0.7829	0.6604	0.7829	0.8848
0.2805	37.1304	854	0.7645	0.6818	0.7645	0.8744
0.2805	37.2174	856	0.7578	0.6699	0.7578	0.8705
0.2805	37.3043	858	0.7543	0.6447	0.7543	0.8685
0.2805	37.3913	860	0.7475	0.6082	0.7475	0.8646
0.2805	37.4783	862	0.7162	0.6695	0.7162	0.8463
0.2805	37.5652	864	0.7000	0.6734	0.7000	0.8366
0.2805	37.6522	866	0.6967	0.6800	0.6967	0.8347
0.2805	37.7391	868	0.7241	0.6701	0.7241	0.8509
0.2805	37.8261	870	0.7495	0.6601	0.7495	0.8657
0.2805	37.9130	872	0.7840	0.6563	0.7840	0.8855
0.2805	38.0	874	0.7992	0.6491	0.7992	0.8940
0.2805	38.0870	876	0.7980	0.6491	0.7980	0.8933
0.2805	38.1739	878	0.8085	0.6259	0.8085	0.8992
0.2805	38.2609	880	0.7994	0.6289	0.7994	0.8941
0.2805	38.3478	882	0.7779	0.6231	0.7779	0.8820
0.2805	38.4348	884	0.7422	0.6825	0.7422	0.8615
0.2805	38.5217	886	0.7095	0.6690	0.7095	0.8423
0.2805	38.6087	888	0.7009	0.6690	0.7009	0.8372
0.2805	38.6957	890	0.7095	0.6690	0.7095	0.8423
0.2805	38.7826	892	0.7150	0.6690	0.7150	0.8456
0.2805	38.8696	894	0.7352	0.6690	0.7352	0.8574
0.2805	38.9565	896	0.7901	0.6715	0.7901	0.8888
0.2805	39.0435	898	0.7999	0.6491	0.7999	0.8943
0.2805	39.1304	900	0.7694	0.6544	0.7694	0.8771
0.2805	39.2174	902	0.7496	0.6417	0.7496	0.8658
0.2805	39.3043	904	0.7605	0.6563	0.7605	0.8721
0.2805	39.3913	906	0.7868	0.6563	0.7868	0.8870
0.2805	39.4783	908	0.7942	0.6563	0.7942	0.8912
0.2805	39.5652	910	0.7619	0.6641	0.7619	0.8729
0.2805	39.6522	912	0.7501	0.6447	0.7501	0.8661
0.2805	39.7391	914	0.7333	0.6982	0.7333	0.8563
0.2805	39.8261	916	0.7150	0.6762	0.7150	0.8456
0.2805	39.9130	918	0.7074	0.6907	0.7074	0.8411
0.2805	40.0	920	0.6969	0.6785	0.6969	0.8348
0.2805	40.0870	922	0.6966	0.6785	0.6966	0.8346
0.2805	40.1739	924	0.6991	0.6674	0.6991	0.8361
0.2805	40.2609	926	0.7093	0.6305	0.7093	0.8422
0.2805	40.3478	928	0.7223	0.6447	0.7223	0.8499
0.2805	40.4348	930	0.7511	0.6563	0.7511	0.8667
0.2805	40.5217	932	0.7773	0.6563	0.7773	0.8817
0.2805	40.6087	934	0.7717	0.6563	0.7717	0.8785
0.2805	40.6957	936	0.7650	0.6563	0.7650	0.8746
0.2805	40.7826	938	0.7850	0.6508	0.7850	0.8860
0.2805	40.8696	940	0.7774	0.6491	0.7774	0.8817
0.2805	40.9565	942	0.7644	0.6585	0.7644	0.8743
0.2805	41.0435	944	0.7649	0.6447	0.7649	0.8746
0.2805	41.1304	946	0.7869	0.6341	0.7869	0.8871
0.2805	41.2174	948	0.8127	0.6442	0.8127	0.9015
0.2805	41.3043	950	0.8045	0.6341	0.8045	0.8969
0.2805	41.3913	952	0.8063	0.6310	0.8063	0.8979
0.2805	41.4783	954	0.8058	0.6350	0.8058	0.8976
0.2805	41.5652	956	0.7723	0.6447	0.7723	0.8788
0.2805	41.6522	958	0.7425	0.6338	0.7425	0.8617
0.2805	41.7391	960	0.7093	0.6202	0.7093	0.8422
0.2805	41.8261	962	0.6958	0.6404	0.6958	0.8341
0.2805	41.9130	964	0.6866	0.6441	0.6866	0.8286
0.2805	42.0	966	0.6930	0.6404	0.6930	0.8325
0.2805	42.0870	968	0.7069	0.6404	0.7069	0.8408
0.2805	42.1739	970	0.7284	0.6662	0.7284	0.8535
0.2805	42.2609	972	0.7620	0.6563	0.7620	0.8729
0.2805	42.3478	974	0.7559	0.6464	0.7559	0.8694
0.2805	42.4348	976	0.7653	0.6447	0.7653	0.8748
0.2805	42.5217	978	0.7384	0.6481	0.7384	0.8593
0.2805	42.6087	980	0.7179	0.6481	0.7179	0.8473
0.2805	42.6957	982	0.7014	0.6614	0.7014	0.8375
0.2805	42.7826	984	0.6941	0.6471	0.6941	0.8331
0.2805	42.8696	986	0.6917	0.6526	0.6917	0.8317
0.2805	42.9565	988	0.7008	0.6489	0.7008	0.8371
0.2805	43.0435	990	0.7223	0.6202	0.7223	0.8499
0.2805	43.1304	992	0.7475	0.6353	0.7475	0.8646
0.2805	43.2174	994	0.7563	0.6353	0.7563	0.8697
0.2805	43.3043	996	0.7694	0.6320	0.7694	0.8772
0.2805	43.3913	998	0.7753	0.6320	0.7753	0.8805
0.0539	43.4783	1000	0.7679	0.6305	0.7679	0.8763
0.0539	43.5652	1002	0.7444	0.6800	0.7444	0.8628
0.0539	43.6522	1004	0.7384	0.6367	0.7384	0.8593
0.0539	43.7391	1006	0.7414	0.5820	0.7414	0.8611
0.0539	43.8261	1008	0.7257	0.6077	0.7257	0.8519
0.0539	43.9130	1010	0.7011	0.6534	0.7011	0.8373
0.0539	44.0	1012	0.7077	0.6489	0.7077	0.8413
0.0539	44.0870	1014	0.7462	0.6320	0.7462	0.8638
0.0539	44.1739	1016	0.7954	0.6367	0.7954	0.8919
0.0539	44.2609	1018	0.8263	0.6302	0.8263	0.9090
0.0539	44.3478	1020	0.8067	0.6508	0.8067	0.8982
0.0539	44.4348	1022	0.7541	0.6464	0.7541	0.8684
0.0539	44.5217	1024	0.7210	0.6320	0.7210	0.8491
0.0539	44.6087	1026	0.7165	0.6320	0.7165	0.8464
0.0539	44.6957	1028	0.7400	0.6320	0.7400	0.8602
0.0539	44.7826	1030	0.7631	0.6367	0.7631	0.8735
0.0539	44.8696	1032	0.7967	0.6237	0.7967	0.8926
0.0539	44.9565	1034	0.8051	0.6237	0.8051	0.8973
0.0539	45.0435	1036	0.8198	0.6237	0.8198	0.9054
0.0539	45.1304	1038	0.8215	0.6007	0.8215	0.9063
0.0539	45.2174	1040	0.7931	0.6237	0.7931	0.8906

Framework versions

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