ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k3_task5_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: 0.5576
• Qwk: 0.6361
• Mse: 0.5576
• Rmse: 0.7468

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	0.1818	2	3.8475	-0.0109	3.8475	1.9615
No log	0.3636	4	2.6136	0.0471	2.6136	1.6167
No log	0.5455	6	1.5905	-0.0563	1.5905	1.2612
No log	0.7273	8	1.0733	0.1738	1.0733	1.0360
No log	0.9091	10	1.0527	0.3353	1.0527	1.0260
No log	1.0909	12	1.2137	-0.0096	1.2137	1.1017
No log	1.2727	14	1.2508	-0.0296	1.2508	1.1184
No log	1.4545	16	1.3939	0.0	1.3939	1.1806
No log	1.6364	18	1.3987	0.0	1.3987	1.1827
No log	1.8182	20	1.1914	0.0436	1.1914	1.0915
No log	2.0	22	0.9905	0.3414	0.9905	0.9952
No log	2.1818	24	0.9483	0.2865	0.9483	0.9738
No log	2.3636	26	0.9976	0.2441	0.9976	0.9988
No log	2.5455	28	0.9958	0.2588	0.9958	0.9979
No log	2.7273	30	1.0780	0.2330	1.0780	1.0383
No log	2.9091	32	1.0637	0.2708	1.0637	1.0313
No log	3.0909	34	0.9464	0.3187	0.9464	0.9728
No log	3.2727	36	0.8274	0.3519	0.8274	0.9096
No log	3.4545	38	0.8156	0.4612	0.8156	0.9031
No log	3.6364	40	0.8506	0.4853	0.8506	0.9223
No log	3.8182	42	1.1236	0.3165	1.1236	1.0600
No log	4.0	44	1.1180	0.3165	1.1180	1.0574
No log	4.1818	46	0.8601	0.4767	0.8601	0.9274
No log	4.3636	48	0.7598	0.5522	0.7598	0.8716
No log	4.5455	50	0.8301	0.5549	0.8301	0.9111
No log	4.7273	52	0.8662	0.5046	0.8662	0.9307
No log	4.9091	54	0.8412	0.5255	0.8412	0.9172
No log	5.0909	56	0.8169	0.5575	0.8169	0.9038
No log	5.2727	58	0.8667	0.5240	0.8667	0.9310
No log	5.4545	60	0.8913	0.5187	0.8913	0.9441
No log	5.6364	62	0.8793	0.4890	0.8793	0.9377
No log	5.8182	64	0.9781	0.4926	0.9781	0.9890
No log	6.0	66	0.9253	0.5030	0.9253	0.9619
No log	6.1818	68	0.7959	0.4705	0.7959	0.8921
No log	6.3636	70	0.7659	0.4970	0.7659	0.8751
No log	6.5455	72	0.7493	0.5401	0.7493	0.8656
No log	6.7273	74	0.7358	0.5268	0.7358	0.8578
No log	6.9091	76	0.7053	0.6325	0.7053	0.8398
No log	7.0909	78	0.6956	0.5621	0.6956	0.8340
No log	7.2727	80	0.7030	0.6198	0.7030	0.8384
No log	7.4545	82	0.6528	0.6415	0.6528	0.8080
No log	7.6364	84	0.6598	0.6227	0.6598	0.8123
No log	7.8182	86	0.7050	0.6166	0.7050	0.8397
No log	8.0	88	0.7135	0.6642	0.7135	0.8447
No log	8.1818	90	0.7119	0.6041	0.7119	0.8437
No log	8.3636	92	0.7423	0.5816	0.7423	0.8616
No log	8.5455	94	0.6923	0.5393	0.6923	0.8320
No log	8.7273	96	0.6715	0.5785	0.6715	0.8194
No log	8.9091	98	0.6832	0.6147	0.6832	0.8265
No log	9.0909	100	0.6891	0.5909	0.6891	0.8301
No log	9.2727	102	0.7501	0.5336	0.7501	0.8661
No log	9.4545	104	0.6533	0.5155	0.6533	0.8083
No log	9.6364	106	0.6342	0.6405	0.6342	0.7964
No log	9.8182	108	0.6291	0.6538	0.6291	0.7931
No log	10.0	110	0.6419	0.6647	0.6419	0.8012
No log	10.1818	112	0.6348	0.6581	0.6348	0.7967
No log	10.3636	114	0.7084	0.6697	0.7084	0.8416
No log	10.5455	116	0.6365	0.6772	0.6365	0.7978
No log	10.7273	118	0.6717	0.6008	0.6717	0.8196
No log	10.9091	120	0.8523	0.5800	0.8523	0.9232
No log	11.0909	122	0.7612	0.6485	0.7612	0.8725
No log	11.2727	124	0.6167	0.6269	0.6167	0.7853
No log	11.4545	126	0.6097	0.6419	0.6097	0.7808
No log	11.6364	128	0.5926	0.6838	0.5926	0.7698
No log	11.8182	130	0.6174	0.6237	0.6174	0.7857
No log	12.0	132	0.7292	0.6487	0.7292	0.8540
No log	12.1818	134	0.6495	0.5909	0.6495	0.8059
No log	12.3636	136	0.5794	0.6857	0.5794	0.7612
No log	12.5455	138	0.5670	0.6857	0.5670	0.7530
No log	12.7273	140	0.5694	0.6528	0.5694	0.7546
No log	12.9091	142	0.5552	0.6753	0.5552	0.7451
No log	13.0909	144	0.5580	0.7133	0.5580	0.7470
No log	13.2727	146	0.5639	0.7233	0.5639	0.7509
No log	13.4545	148	0.6342	0.6823	0.6342	0.7963
No log	13.6364	150	0.6724	0.6823	0.6724	0.8200
No log	13.8182	152	0.6301	0.6529	0.6301	0.7938
No log	14.0	154	0.5418	0.6962	0.5418	0.7361
No log	14.1818	156	0.5523	0.6164	0.5523	0.7432
No log	14.3636	158	0.5381	0.6627	0.5381	0.7336
No log	14.5455	160	0.5742	0.6446	0.5742	0.7578
No log	14.7273	162	0.6421	0.6838	0.6421	0.8013
No log	14.9091	164	0.6519	0.6626	0.6519	0.8074
No log	15.0909	166	0.7319	0.5509	0.7319	0.8555
No log	15.2727	168	0.7970	0.5142	0.7970	0.8928
No log	15.4545	170	0.6737	0.6543	0.6737	0.8208
No log	15.6364	172	0.6564	0.6929	0.6564	0.8102
No log	15.8182	174	0.6549	0.7126	0.6549	0.8093
No log	16.0	176	0.5882	0.6104	0.5882	0.7670
No log	16.1818	178	0.5807	0.6011	0.5807	0.7621
No log	16.3636	180	0.5869	0.6345	0.5869	0.7661
No log	16.5455	182	0.6197	0.6841	0.6197	0.7872
No log	16.7273	184	0.6037	0.6736	0.6037	0.7770
No log	16.9091	186	0.5893	0.6720	0.5893	0.7677
No log	17.0909	188	0.5967	0.6720	0.5967	0.7725
No log	17.2727	190	0.6140	0.6500	0.6140	0.7836
No log	17.4545	192	0.6231	0.6207	0.6231	0.7894
No log	17.6364	194	0.6195	0.6398	0.6195	0.7871
No log	17.8182	196	0.6387	0.6197	0.6387	0.7992
No log	18.0	198	0.6519	0.6371	0.6519	0.8074
No log	18.1818	200	0.6196	0.6196	0.6196	0.7872
No log	18.3636	202	0.6447	0.6675	0.6447	0.8029
No log	18.5455	204	0.6382	0.6491	0.6382	0.7989
No log	18.7273	206	0.6139	0.6186	0.6139	0.7835
No log	18.9091	208	0.7057	0.6257	0.7057	0.8401
No log	19.0909	210	0.7432	0.6227	0.7432	0.8621
No log	19.2727	212	0.6315	0.6228	0.6315	0.7947
No log	19.4545	214	0.5647	0.6619	0.5647	0.7515
No log	19.6364	216	0.5625	0.6154	0.5625	0.7500
No log	19.8182	218	0.5822	0.6806	0.5822	0.7630
No log	20.0	220	0.5865	0.7122	0.5865	0.7658
No log	20.1818	222	0.5941	0.7019	0.5941	0.7708
No log	20.3636	224	0.6008	0.7283	0.6008	0.7751
No log	20.5455	226	0.6151	0.6965	0.6151	0.7843
No log	20.7273	228	0.5834	0.6704	0.5834	0.7638
No log	20.9091	230	0.5881	0.7122	0.5881	0.7669
No log	21.0909	232	0.6008	0.6473	0.6008	0.7751
No log	21.2727	234	0.5867	0.6779	0.5867	0.7660
No log	21.4545	236	0.5875	0.6779	0.5875	0.7665
No log	21.6364	238	0.6075	0.6396	0.6075	0.7794
No log	21.8182	240	0.6074	0.6249	0.6074	0.7794
No log	22.0	242	0.6427	0.6493	0.6427	0.8017
No log	22.1818	244	0.6228	0.6914	0.6228	0.7892
No log	22.3636	246	0.5699	0.6256	0.5699	0.7549
No log	22.5455	248	0.5700	0.6572	0.5700	0.7550
No log	22.7273	250	0.6091	0.6259	0.6091	0.7804
No log	22.9091	252	0.6593	0.6053	0.6593	0.8120
No log	23.0909	254	0.6283	0.5121	0.6283	0.7927
No log	23.2727	256	0.6100	0.5882	0.6100	0.7810
No log	23.4545	258	0.6059	0.6078	0.6059	0.7784
No log	23.6364	260	0.6037	0.6078	0.6037	0.7770
No log	23.8182	262	0.5810	0.6365	0.5810	0.7622
No log	24.0	264	0.6235	0.6419	0.6235	0.7896
No log	24.1818	266	0.6113	0.6419	0.6113	0.7818
No log	24.3636	268	0.5661	0.6423	0.5661	0.7524
No log	24.5455	270	0.6425	0.6108	0.6425	0.8016
No log	24.7273	272	0.6838	0.6445	0.6838	0.8269
No log	24.9091	274	0.5975	0.5994	0.5975	0.7730
No log	25.0909	276	0.5425	0.6680	0.5425	0.7366
No log	25.2727	278	0.5572	0.6269	0.5572	0.7464
No log	25.4545	280	0.5800	0.6468	0.5800	0.7616
No log	25.6364	282	0.5397	0.6695	0.5397	0.7347
No log	25.8182	284	0.5309	0.6339	0.5309	0.7287
No log	26.0	286	0.5347	0.6409	0.5347	0.7312
No log	26.1818	288	0.5254	0.6575	0.5254	0.7248
No log	26.3636	290	0.5319	0.7129	0.5319	0.7293
No log	26.5455	292	0.5642	0.6249	0.5642	0.7511
No log	26.7273	294	0.5435	0.6687	0.5435	0.7372
No log	26.9091	296	0.5295	0.6672	0.5295	0.7277
No log	27.0909	298	0.5248	0.6788	0.5248	0.7244
No log	27.2727	300	0.5337	0.6812	0.5337	0.7305
No log	27.4545	302	0.5229	0.6770	0.5229	0.7231
No log	27.6364	304	0.5364	0.6687	0.5364	0.7324
No log	27.8182	306	0.6462	0.5877	0.6462	0.8038
No log	28.0	308	0.6789	0.5756	0.6789	0.8239
No log	28.1818	310	0.6218	0.5799	0.6218	0.7885
No log	28.3636	312	0.5464	0.6857	0.5464	0.7392
No log	28.5455	314	0.5334	0.6857	0.5334	0.7303
No log	28.7273	316	0.5550	0.6609	0.5550	0.7450
No log	28.9091	318	0.5467	0.6782	0.5467	0.7394
No log	29.0909	320	0.5619	0.6296	0.5619	0.7496
No log	29.2727	322	0.5697	0.6502	0.5697	0.7548
No log	29.4545	324	0.5568	0.6337	0.5568	0.7462
No log	29.6364	326	0.5725	0.6337	0.5725	0.7566
No log	29.8182	328	0.5875	0.5809	0.5875	0.7665
No log	30.0	330	0.5728	0.5954	0.5728	0.7568
No log	30.1818	332	0.5670	0.6555	0.5670	0.7530
No log	30.3636	334	0.5680	0.6237	0.5680	0.7537
No log	30.5455	336	0.5771	0.6237	0.5771	0.7597
No log	30.7273	338	0.6140	0.6328	0.6140	0.7836
No log	30.9091	340	0.6132	0.6328	0.6132	0.7831
No log	31.0909	342	0.5839	0.6197	0.5839	0.7641
No log	31.2727	344	0.5831	0.6197	0.5831	0.7636
No log	31.4545	346	0.5785	0.6197	0.5785	0.7606
No log	31.6364	348	0.5965	0.6055	0.5965	0.7723
No log	31.8182	350	0.5960	0.6076	0.5960	0.7720
No log	32.0	352	0.5889	0.6186	0.5889	0.7674
No log	32.1818	354	0.5805	0.6297	0.5805	0.7619
No log	32.3636	356	0.5751	0.6658	0.5751	0.7583
No log	32.5455	358	0.5675	0.6720	0.5675	0.7533
No log	32.7273	360	0.5788	0.6405	0.5788	0.7608
No log	32.9091	362	0.5948	0.6614	0.5948	0.7712
No log	33.0909	364	0.6084	0.6575	0.6084	0.7800
No log	33.2727	366	0.6059	0.6575	0.6059	0.7784
No log	33.4545	368	0.5942	0.6473	0.5942	0.7708
No log	33.6364	370	0.5760	0.6297	0.5760	0.7590
No log	33.8182	372	0.6136	0.6325	0.6136	0.7833
No log	34.0	374	0.6169	0.6508	0.6169	0.7854
No log	34.1818	376	0.6158	0.6225	0.6158	0.7847
No log	34.3636	378	0.5794	0.6330	0.5794	0.7612
No log	34.5455	380	0.5681	0.6288	0.5681	0.7537
No log	34.7273	382	0.5582	0.6398	0.5582	0.7471
No log	34.9091	384	0.5586	0.6762	0.5586	0.7474
No log	35.0909	386	0.5690	0.6154	0.5690	0.7543
No log	35.2727	388	0.5621	0.6364	0.5621	0.7497
No log	35.4545	390	0.5555	0.6602	0.5555	0.7453
No log	35.6364	392	0.6054	0.6249	0.6054	0.7781
No log	35.8182	394	0.6378	0.5728	0.6378	0.7986
No log	36.0	396	0.6167	0.5938	0.6167	0.7853
No log	36.1818	398	0.6168	0.5948	0.6168	0.7853
No log	36.3636	400	0.6221	0.5708	0.6221	0.7887
No log	36.5455	402	0.6763	0.6247	0.6763	0.8224
No log	36.7273	404	0.6444	0.5973	0.6444	0.8027
No log	36.9091	406	0.5949	0.6337	0.5949	0.7713
No log	37.0909	408	0.5590	0.7129	0.5590	0.7476
No log	37.2727	410	0.5556	0.7129	0.5556	0.7454
No log	37.4545	412	0.5577	0.6806	0.5577	0.7468
No log	37.6364	414	0.5780	0.6269	0.5780	0.7603
No log	37.8182	416	0.6018	0.6157	0.6018	0.7757
No log	38.0	418	0.5868	0.6301	0.5868	0.7660
No log	38.1818	420	0.5867	0.6028	0.5867	0.7659
No log	38.3636	422	0.5897	0.5831	0.5897	0.7679
No log	38.5455	424	0.5881	0.5902	0.5881	0.7669
No log	38.7273	426	0.5953	0.6539	0.5953	0.7716
No log	38.9091	428	0.6029	0.6833	0.6029	0.7765
No log	39.0909	430	0.5913	0.6695	0.5913	0.7690
No log	39.2727	432	0.6115	0.6137	0.6115	0.7820
No log	39.4545	434	0.6982	0.5888	0.6982	0.8356
No log	39.6364	436	0.7204	0.5888	0.7204	0.8488
No log	39.8182	438	0.6641	0.5888	0.6641	0.8149
No log	40.0	440	0.6402	0.5810	0.6402	0.8001
No log	40.1818	442	0.6302	0.5751	0.6302	0.7938
No log	40.3636	444	0.6281	0.5751	0.6281	0.7925
No log	40.5455	446	0.6241	0.5869	0.6241	0.7900
No log	40.7273	448	0.6299	0.5438	0.6299	0.7936
No log	40.9091	450	0.6219	0.5833	0.6219	0.7886
No log	41.0909	452	0.6249	0.6057	0.6249	0.7905
No log	41.2727	454	0.6181	0.6057	0.6181	0.7862
No log	41.4545	456	0.6081	0.6028	0.6081	0.7798
No log	41.6364	458	0.6062	0.6028	0.6062	0.7786
No log	41.8182	460	0.6110	0.6124	0.6110	0.7817
No log	42.0	462	0.6143	0.6124	0.6143	0.7838
No log	42.1818	464	0.6300	0.6154	0.6300	0.7938
No log	42.3636	466	0.6908	0.5806	0.6908	0.8312
No log	42.5455	468	0.6937	0.5593	0.6937	0.8329
No log	42.7273	470	0.6457	0.5672	0.6457	0.8036
No log	42.9091	472	0.6125	0.5701	0.6125	0.7826
No log	43.0909	474	0.6318	0.5869	0.6318	0.7949
No log	43.2727	476	0.6266	0.5869	0.6266	0.7916
No log	43.4545	478	0.6027	0.5797	0.6027	0.7764
No log	43.6364	480	0.5942	0.6164	0.5942	0.7709
No log	43.8182	482	0.5843	0.6164	0.5843	0.7644
No log	44.0	484	0.5807	0.5660	0.5807	0.7620
No log	44.1818	486	0.5976	0.6438	0.5976	0.7731
No log	44.3636	488	0.5880	0.6656	0.5880	0.7668
No log	44.5455	490	0.5694	0.6177	0.5694	0.7546
No log	44.7273	492	0.5686	0.6380	0.5686	0.7540
No log	44.9091	494	0.5888	0.6396	0.5888	0.7673
No log	45.0909	496	0.6257	0.6249	0.6257	0.7910
No log	45.2727	498	0.6477	0.6025	0.6477	0.8048
0.2019	45.4545	500	0.6337	0.6025	0.6337	0.7960
0.2019	45.6364	502	0.5998	0.6361	0.5998	0.7744
0.2019	45.8182	504	0.5744	0.6335	0.5744	0.7579
0.2019	46.0	506	0.5754	0.6133	0.5754	0.7585
0.2019	46.1818	508	0.5933	0.6396	0.5933	0.7702
0.2019	46.3636	510	0.6149	0.6025	0.6149	0.7842
0.2019	46.5455	512	0.6134	0.6137	0.6134	0.7832
0.2019	46.7273	514	0.6019	0.6249	0.6019	0.7758
0.2019	46.9091	516	0.5955	0.6249	0.5955	0.7717
0.2019	47.0909	518	0.6106	0.6137	0.6106	0.7814
0.2019	47.2727	520	0.5962	0.6249	0.5962	0.7721
0.2019	47.4545	522	0.5943	0.6249	0.5943	0.7709
0.2019	47.6364	524	0.5745	0.6361	0.5745	0.7580
0.2019	47.8182	526	0.5568	0.6771	0.5568	0.7462
0.2019	48.0	528	0.5618	0.6833	0.5618	0.7495
0.2019	48.1818	530	0.5722	0.6498	0.5722	0.7565
0.2019	48.3636	532	0.5759	0.6252	0.5759	0.7589
0.2019	48.5455	534	0.5790	0.6539	0.5790	0.7609
0.2019	48.7273	536	0.5800	0.6199	0.5800	0.7616
0.2019	48.9091	538	0.5868	0.6167	0.5868	0.7660
0.2019	49.0909	540	0.5707	0.6728	0.5707	0.7555
0.2019	49.2727	542	0.5658	0.6370	0.5658	0.7522
0.2019	49.4545	544	0.5770	0.6165	0.5770	0.7596
0.2019	49.6364	546	0.5848	0.6759	0.5848	0.7647
0.2019	49.8182	548	0.5835	0.6165	0.5835	0.7639
0.2019	50.0	550	0.5816	0.6771	0.5816	0.7626
0.2019	50.1818	552	0.5735	0.6396	0.5735	0.7573
0.2019	50.3636	554	0.5565	0.6841	0.5565	0.7460
0.2019	50.5455	556	0.5514	0.7019	0.5514	0.7426
0.2019	50.7273	558	0.5480	0.6259	0.5480	0.7403
0.2019	50.9091	560	0.5527	0.6215	0.5527	0.7434
0.2019	51.0909	562	0.5483	0.6215	0.5483	0.7405
0.2019	51.2727	564	0.5376	0.6780	0.5376	0.7332
0.2019	51.4545	566	0.5524	0.6656	0.5524	0.7432
0.2019	51.6364	568	0.5747	0.6361	0.5747	0.7581
0.2019	51.8182	570	0.5991	0.5938	0.5991	0.7740
0.2019	52.0	572	0.6004	0.5964	0.6004	0.7748
0.2019	52.1818	574	0.5799	0.5654	0.5799	0.7615
0.2019	52.3636	576	0.5674	0.6102	0.5674	0.7532
0.2019	52.5455	578	0.5490	0.6597	0.5490	0.7409
0.2019	52.7273	580	0.5430	0.6745	0.5430	0.7369
0.2019	52.9091	582	0.5496	0.6656	0.5496	0.7414
0.2019	53.0909	584	0.5794	0.6361	0.5794	0.7612
0.2019	53.2727	586	0.6005	0.6361	0.6005	0.7749
0.2019	53.4545	588	0.5821	0.6656	0.5821	0.7629
0.2019	53.6364	590	0.5564	0.6656	0.5564	0.7459
0.2019	53.8182	592	0.5523	0.6656	0.5523	0.7432
0.2019	54.0	594	0.5754	0.6361	0.5754	0.7585
0.2019	54.1818	596	0.5979	0.6137	0.5979	0.7733
0.2019	54.3636	598	0.6176	0.5938	0.6176	0.7859
0.2019	54.5455	600	0.6164	0.5938	0.6164	0.7851
0.2019	54.7273	602	0.6154	0.5938	0.6154	0.7845
0.2019	54.9091	604	0.5941	0.6249	0.5941	0.7708
0.2019	55.0909	606	0.5664	0.6798	0.5664	0.7526
0.2019	55.2727	608	0.5572	0.6973	0.5572	0.7464
0.2019	55.4545	610	0.5564	0.6656	0.5564	0.7459
0.2019	55.6364	612	0.5637	0.6656	0.5637	0.7508
0.2019	55.8182	614	0.5594	0.6656	0.5594	0.7479
0.2019	56.0	616	0.5542	0.6656	0.5542	0.7444
0.2019	56.1818	618	0.5516	0.6973	0.5516	0.7427
0.2019	56.3636	620	0.5524	0.6973	0.5524	0.7433
0.2019	56.5455	622	0.5457	0.6632	0.5457	0.7387
0.2019	56.7273	624	0.5485	0.6841	0.5485	0.7406
0.2019	56.9091	626	0.5594	0.6798	0.5594	0.7479
0.2019	57.0909	628	0.5653	0.6687	0.5653	0.7519
0.2019	57.2727	630	0.5761	0.6687	0.5761	0.7590
0.2019	57.4545	632	0.5669	0.6687	0.5669	0.7529
0.2019	57.6364	634	0.5651	0.6687	0.5651	0.7517
0.2019	57.8182	636	0.5754	0.6438	0.5754	0.7585
0.2019	58.0	638	0.5710	0.6687	0.5710	0.7557
0.2019	58.1818	640	0.5494	0.6798	0.5494	0.7412
0.2019	58.3636	642	0.5410	0.6798	0.5410	0.7355
0.2019	58.5455	644	0.5447	0.6798	0.5447	0.7380
0.2019	58.7273	646	0.5591	0.6798	0.5591	0.7477
0.2019	58.9091	648	0.5879	0.6429	0.5879	0.7667
0.2019	59.0909	650	0.5824	0.6249	0.5824	0.7632
0.2019	59.2727	652	0.5569	0.6473	0.5569	0.7462
0.2019	59.4545	654	0.5377	0.6973	0.5377	0.7333
0.2019	59.6364	656	0.5407	0.6798	0.5407	0.7353
0.2019	59.8182	658	0.5606	0.6798	0.5606	0.7487
0.2019	60.0	660	0.5829	0.6473	0.5829	0.7635
0.2019	60.1818	662	0.5905	0.6464	0.5905	0.7684
0.2019	60.3636	664	0.5749	0.6614	0.5749	0.7582
0.2019	60.5455	666	0.5431	0.6908	0.5431	0.7370
0.2019	60.7273	668	0.5284	0.6980	0.5284	0.7269
0.2019	60.9091	670	0.5242	0.6980	0.5242	0.7240
0.2019	61.0909	672	0.5274	0.6806	0.5274	0.7262
0.2019	61.2727	674	0.5386	0.6908	0.5386	0.7339
0.2019	61.4545	676	0.5679	0.6614	0.5679	0.7536
0.2019	61.6364	678	0.6127	0.6420	0.6127	0.7828
0.2019	61.8182	680	0.6296	0.6071	0.6296	0.7935
0.2019	62.0	682	0.6175	0.6071	0.6175	0.7858
0.2019	62.1818	684	0.5716	0.6708	0.5716	0.7560
0.2019	62.3636	686	0.5185	0.7133	0.5185	0.7200
0.2019	62.5455	688	0.5003	0.7081	0.5003	0.7073
0.2019	62.7273	690	0.4975	0.6980	0.4975	0.7053
0.2019	62.9091	692	0.5035	0.6973	0.5035	0.7096
0.2019	63.0909	694	0.5211	0.7133	0.5211	0.7219
0.2019	63.2727	696	0.5290	0.7133	0.5290	0.7273
0.2019	63.4545	698	0.5227	0.6973	0.5227	0.7230
0.2019	63.6364	700	0.5168	0.6973	0.5168	0.7189
0.2019	63.8182	702	0.5268	0.6798	0.5268	0.7258
0.2019	64.0	704	0.5447	0.6798	0.5447	0.7380
0.2019	64.1818	706	0.5603	0.6798	0.5603	0.7485
0.2019	64.3636	708	0.5634	0.6841	0.5634	0.7506
0.2019	64.5455	710	0.5574	0.6441	0.5574	0.7466
0.2019	64.7273	712	0.5622	0.6841	0.5622	0.7498
0.2019	64.9091	714	0.5719	0.6687	0.5719	0.7562
0.2019	65.0909	716	0.5691	0.6687	0.5691	0.7544
0.2019	65.2727	718	0.5617	0.6687	0.5617	0.7495
0.2019	65.4545	720	0.5604	0.6687	0.5604	0.7486
0.2019	65.6364	722	0.5458	0.6798	0.5458	0.7388
0.2019	65.8182	724	0.5430	0.6798	0.5430	0.7369
0.2019	66.0	726	0.5411	0.6798	0.5411	0.7356
0.2019	66.1818	728	0.5562	0.6798	0.5562	0.7458
0.2019	66.3636	730	0.5645	0.6614	0.5645	0.7513
0.2019	66.5455	732	0.5639	0.6614	0.5639	0.7509
0.2019	66.7273	734	0.5580	0.6798	0.5580	0.7470
0.2019	66.9091	736	0.5599	0.6798	0.5599	0.7482
0.2019	67.0909	738	0.5672	0.6473	0.5672	0.7531
0.2019	67.2727	740	0.5747	0.6249	0.5747	0.7581
0.2019	67.4545	742	0.5797	0.6249	0.5797	0.7614
0.2019	67.6364	744	0.5800	0.6249	0.5800	0.7616
0.2019	67.8182	746	0.5788	0.6361	0.5788	0.7608
0.2019	68.0	748	0.5742	0.6473	0.5742	0.7577
0.2019	68.1818	750	0.5644	0.6886	0.5644	0.7512
0.2019	68.3636	752	0.5600	0.6886	0.5600	0.7484
0.2019	68.5455	754	0.5618	0.6841	0.5618	0.7495
0.2019	68.7273	756	0.5638	0.6473	0.5638	0.7509
0.2019	68.9091	758	0.5740	0.6473	0.5740	0.7576
0.2019	69.0909	760	0.5763	0.6473	0.5763	0.7591
0.2019	69.2727	762	0.5848	0.6361	0.5848	0.7647
0.2019	69.4545	764	0.5809	0.6361	0.5809	0.7622
0.2019	69.6364	766	0.5659	0.6798	0.5659	0.7522
0.2019	69.8182	768	0.5585	0.6954	0.5585	0.7473
0.2019	70.0	770	0.5621	0.6908	0.5621	0.7497
0.2019	70.1818	772	0.5677	0.6798	0.5677	0.7534
0.2019	70.3636	774	0.5813	0.6361	0.5813	0.7624
0.2019	70.5455	776	0.5733	0.6473	0.5733	0.7572
0.2019	70.7273	778	0.5475	0.6473	0.5475	0.7399
0.2019	70.9091	780	0.5358	0.6656	0.5358	0.7320
0.2019	71.0909	782	0.5321	0.6656	0.5321	0.7294
0.2019	71.2727	784	0.5272	0.6593	0.5272	0.7261
0.2019	71.4545	786	0.5268	0.6632	0.5268	0.7258
0.2019	71.6364	788	0.5282	0.6632	0.5282	0.7268
0.2019	71.8182	790	0.5272	0.6632	0.5272	0.7261
0.2019	72.0	792	0.5263	0.6681	0.5263	0.7255
0.2019	72.1818	794	0.5253	0.6681	0.5253	0.7248
0.2019	72.3636	796	0.5248	0.6681	0.5248	0.7245
0.2019	72.5455	798	0.5219	0.7074	0.5219	0.7224
0.2019	72.7273	800	0.5208	0.7074	0.5208	0.7217
0.2019	72.9091	802	0.5193	0.6593	0.5193	0.7207
0.2019	73.0909	804	0.5203	0.6593	0.5203	0.7213
0.2019	73.2727	806	0.5213	0.6593	0.5213	0.7220
0.2019	73.4545	808	0.5230	0.6593	0.5230	0.7232
0.2019	73.6364	810	0.5235	0.6704	0.5235	0.7236
0.2019	73.8182	812	0.5259	0.6970	0.5259	0.7252
0.2019	74.0	814	0.5327	0.6649	0.5327	0.7299
0.2019	74.1818	816	0.5368	0.6649	0.5368	0.7326
0.2019	74.3636	818	0.5322	0.6970	0.5322	0.7295
0.2019	74.5455	820	0.5330	0.6970	0.5330	0.7300
0.2019	74.7273	822	0.5321	0.6745	0.5321	0.7294
0.2019	74.9091	824	0.5345	0.6736	0.5345	0.7311
0.2019	75.0909	826	0.5455	0.6396	0.5455	0.7386
0.2019	75.2727	828	0.5554	0.6361	0.5554	0.7453
0.2019	75.4545	830	0.5616	0.6282	0.5616	0.7494
0.2019	75.6364	832	0.5605	0.6614	0.5605	0.7487
0.2019	75.8182	834	0.5525	0.6908	0.5525	0.7433
0.2019	76.0	836	0.5469	0.6597	0.5469	0.7395
0.2019	76.1818	838	0.5491	0.6488	0.5491	0.7410
0.2019	76.3636	840	0.5523	0.6597	0.5523	0.7432
0.2019	76.5455	842	0.5631	0.6841	0.5631	0.7504
0.2019	76.7273	844	0.5812	0.6614	0.5812	0.7624
0.2019	76.9091	846	0.5967	0.6053	0.5967	0.7725
0.2019	77.0909	848	0.6024	0.6053	0.6024	0.7761
0.2019	77.2727	850	0.5986	0.6053	0.5986	0.7737
0.2019	77.4545	852	0.5817	0.6473	0.5817	0.7627
0.2019	77.6364	854	0.5762	0.6798	0.5762	0.7591
0.2019	77.8182	856	0.5717	0.6798	0.5717	0.7561
0.2019	78.0	858	0.5745	0.6798	0.5745	0.7580
0.2019	78.1818	860	0.5909	0.6473	0.5909	0.7687
0.2019	78.3636	862	0.6021	0.6137	0.6021	0.7760
0.2019	78.5455	864	0.6080	0.5938	0.6080	0.7797
0.2019	78.7273	866	0.5990	0.6137	0.5990	0.7739
0.2019	78.9091	868	0.5889	0.6473	0.5889	0.7674
0.2019	79.0909	870	0.5857	0.6473	0.5857	0.7653
0.2019	79.2727	872	0.5736	0.6798	0.5736	0.7574
0.2019	79.4545	874	0.5665	0.6798	0.5665	0.7527
0.2019	79.6364	876	0.5576	0.6841	0.5576	0.7467
0.2019	79.8182	878	0.5500	0.6841	0.5500	0.7417
0.2019	80.0	880	0.5484	0.6841	0.5484	0.7405
0.2019	80.1818	882	0.5535	0.6798	0.5535	0.7440
0.2019	80.3636	884	0.5560	0.6798	0.5560	0.7456
0.2019	80.5455	886	0.5637	0.6473	0.5637	0.7508
0.2019	80.7273	888	0.5682	0.6473	0.5682	0.7538
0.2019	80.9091	890	0.5685	0.6473	0.5685	0.7540
0.2019	81.0909	892	0.5747	0.6361	0.5747	0.7581
0.2019	81.2727	894	0.5718	0.6361	0.5718	0.7562
0.2019	81.4545	896	0.5658	0.6473	0.5658	0.7522
0.2019	81.6364	898	0.5575	0.6473	0.5575	0.7466
0.2019	81.8182	900	0.5567	0.6473	0.5567	0.7461
0.2019	82.0	902	0.5536	0.6473	0.5536	0.7441
0.2019	82.1818	904	0.5519	0.6473	0.5519	0.7429
0.2019	82.3636	906	0.5445	0.6841	0.5445	0.7379
0.2019	82.5455	908	0.5353	0.6886	0.5353	0.7317
0.2019	82.7273	910	0.5306	0.6886	0.5306	0.7284
0.2019	82.9091	912	0.5285	0.7223	0.5285	0.7270
0.2019	83.0909	914	0.5278	0.7223	0.5278	0.7265
0.2019	83.2727	916	0.5271	0.6886	0.5271	0.7260
0.2019	83.4545	918	0.5292	0.6798	0.5292	0.7275
0.2019	83.6364	920	0.5355	0.6798	0.5355	0.7318
0.2019	83.8182	922	0.5381	0.6798	0.5381	0.7336
0.2019	84.0	924	0.5467	0.6473	0.5467	0.7394
0.2019	84.1818	926	0.5515	0.6361	0.5515	0.7427
0.2019	84.3636	928	0.5542	0.6361	0.5542	0.7444
0.2019	84.5455	930	0.5491	0.6361	0.5491	0.7410
0.2019	84.7273	932	0.5388	0.6798	0.5388	0.7341
0.2019	84.9091	934	0.5349	0.6798	0.5349	0.7314
0.2019	85.0909	936	0.5318	0.6841	0.5318	0.7293
0.2019	85.2727	938	0.5306	0.6841	0.5306	0.7285
0.2019	85.4545	940	0.5317	0.6841	0.5317	0.7292
0.2019	85.6364	942	0.5341	0.6798	0.5341	0.7308
0.2019	85.8182	944	0.5357	0.6798	0.5357	0.7319
0.2019	86.0	946	0.5397	0.6473	0.5397	0.7346
0.2019	86.1818	948	0.5430	0.6361	0.5430	0.7369
0.2019	86.3636	950	0.5459	0.6361	0.5459	0.7389
0.2019	86.5455	952	0.5512	0.6361	0.5512	0.7424
0.2019	86.7273	954	0.5526	0.6361	0.5526	0.7434
0.2019	86.9091	956	0.5559	0.6361	0.5559	0.7456
0.2019	87.0909	958	0.5527	0.6361	0.5527	0.7435
0.2019	87.2727	960	0.5437	0.6473	0.5437	0.7374
0.2019	87.4545	962	0.5353	0.6798	0.5353	0.7316
0.2019	87.6364	964	0.5312	0.6798	0.5312	0.7289
0.2019	87.8182	966	0.5285	0.6798	0.5285	0.7270
0.2019	88.0	968	0.5264	0.6841	0.5264	0.7256
0.2019	88.1818	970	0.5256	0.6857	0.5256	0.7250
0.2019	88.3636	972	0.5274	0.6857	0.5274	0.7262
0.2019	88.5455	974	0.5305	0.6673	0.5305	0.7284
0.2019	88.7273	976	0.5344	0.6886	0.5344	0.7311
0.2019	88.9091	978	0.5401	0.6841	0.5401	0.7349
0.2019	89.0909	980	0.5489	0.6798	0.5489	0.7409
0.2019	89.2727	982	0.5561	0.6361	0.5561	0.7457
0.2019	89.4545	984	0.5600	0.6361	0.5600	0.7483
0.2019	89.6364	986	0.5604	0.6361	0.5604	0.7486
0.2019	89.8182	988	0.5585	0.6361	0.5585	0.7473
0.2019	90.0	990	0.5538	0.6361	0.5538	0.7442
0.2019	90.1818	992	0.5496	0.6361	0.5496	0.7414
0.2019	90.3636	994	0.5475	0.6798	0.5475	0.7399
0.2019	90.5455	996	0.5453	0.6798	0.5453	0.7385
0.2019	90.7273	998	0.5454	0.6798	0.5454	0.7385
0.0425	90.9091	1000	0.5450	0.6798	0.5450	0.7382
0.0425	91.0909	1002	0.5435	0.6798	0.5435	0.7372
0.0425	91.2727	1004	0.5408	0.6798	0.5408	0.7354
0.0425	91.4545	1006	0.5381	0.6886	0.5381	0.7335
0.0425	91.6364	1008	0.5357	0.7066	0.5357	0.7319
0.0425	91.8182	1010	0.5342	0.7066	0.5342	0.7309
0.0425	92.0	1012	0.5334	0.6857	0.5334	0.7303
0.0425	92.1818	1014	0.5336	0.7066	0.5336	0.7305
0.0425	92.3636	1016	0.5333	0.7066	0.5333	0.7303
0.0425	92.5455	1018	0.5343	0.7019	0.5343	0.7310
0.0425	92.7273	1020	0.5367	0.6973	0.5367	0.7326
0.0425	92.9091	1022	0.5408	0.6798	0.5408	0.7354
0.0425	93.0909	1024	0.5460	0.6798	0.5460	0.7389
0.0425	93.2727	1026	0.5503	0.6798	0.5503	0.7418
0.0425	93.4545	1028	0.5538	0.6473	0.5538	0.7442
0.0425	93.6364	1030	0.5576	0.6361	0.5576	0.7468

Framework versions

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