ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_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: 0.8419
• Qwk: 0.6195
• Mse: 0.8419
• Rmse: 0.9175

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	0.0267	2	5.4992	-0.0521	5.4992	2.3450
No log	0.0533	4	3.3217	0.0416	3.3217	1.8226
No log	0.08	6	2.1892	0.0495	2.1892	1.4796
No log	0.1067	8	2.3542	-0.1046	2.3542	1.5343
No log	0.1333	10	1.6448	0.0386	1.6448	1.2825
No log	0.16	12	1.1474	0.3208	1.1474	1.0712
No log	0.1867	14	2.4447	0.1003	2.4447	1.5636
No log	0.2133	16	3.8188	-0.0051	3.8188	1.9542
No log	0.24	18	3.5713	0.0186	3.5713	1.8898
No log	0.2667	20	2.3145	0.1479	2.3145	1.5213
No log	0.2933	22	1.0592	0.4113	1.0592	1.0292
No log	0.32	24	1.3528	0.2421	1.3528	1.1631
No log	0.3467	26	1.5803	0.0235	1.5803	1.2571
No log	0.3733	28	1.5080	0.0995	1.5080	1.2280
No log	0.4	30	1.2533	0.2220	1.2533	1.1195
No log	0.4267	32	1.0962	0.3069	1.0962	1.0470
No log	0.4533	34	1.1094	0.3548	1.1094	1.0533
No log	0.48	36	1.1431	0.3430	1.1431	1.0691
No log	0.5067	38	1.2200	0.2218	1.2200	1.1045
No log	0.5333	40	1.2829	0.1349	1.2829	1.1326
No log	0.56	42	1.3026	0.0612	1.3026	1.1413
No log	0.5867	44	1.2806	0.1643	1.2806	1.1316
No log	0.6133	46	1.2528	0.1547	1.2528	1.1193
No log	0.64	48	1.2508	0.1334	1.2508	1.1184
No log	0.6667	50	1.2371	0.1648	1.2371	1.1123
No log	0.6933	52	1.1412	0.2302	1.1412	1.0683
No log	0.72	54	1.0538	0.3279	1.0538	1.0265
No log	0.7467	56	1.0936	0.3346	1.0936	1.0458
No log	0.7733	58	1.0918	0.3301	1.0918	1.0449
No log	0.8	60	1.0150	0.3528	1.0150	1.0075
No log	0.8267	62	0.9485	0.3171	0.9485	0.9739
No log	0.8533	64	1.0362	0.3315	1.0362	1.0179
No log	0.88	66	1.1088	0.1334	1.1088	1.0530
No log	0.9067	68	1.1025	0.1334	1.1025	1.0500
No log	0.9333	70	1.0499	0.1847	1.0499	1.0247
No log	0.96	72	1.0493	0.2146	1.0493	1.0243
No log	0.9867	74	1.0531	0.2734	1.0531	1.0262
No log	1.0133	76	1.0144	0.2731	1.0144	1.0072
No log	1.04	78	0.9871	0.3047	0.9871	0.9935
No log	1.0667	80	0.9841	0.3480	0.9841	0.9920
No log	1.0933	82	1.0082	0.4598	1.0082	1.0041
No log	1.12	84	1.1636	0.4145	1.1636	1.0787
No log	1.1467	86	1.4764	0.3359	1.4764	1.2151
No log	1.1733	88	1.5241	0.3258	1.5241	1.2345
No log	1.2	90	1.3637	0.3979	1.3637	1.1678
No log	1.2267	92	1.1043	0.4728	1.1043	1.0509
No log	1.2533	94	0.9219	0.5541	0.9219	0.9602
No log	1.28	96	0.8696	0.6069	0.8696	0.9325
No log	1.3067	98	0.8576	0.5578	0.8576	0.9261
No log	1.3333	100	0.9055	0.5957	0.9055	0.9516
No log	1.3600	102	1.0635	0.4589	1.0635	1.0313
No log	1.3867	104	1.1911	0.4699	1.1911	1.0914
No log	1.4133	106	1.2155	0.4625	1.2155	1.1025
No log	1.44	108	1.1638	0.4831	1.1638	1.0788
No log	1.4667	110	1.0550	0.5670	1.0550	1.0271
No log	1.4933	112	1.0037	0.5935	1.0037	1.0018
No log	1.52	114	0.9650	0.5889	0.9650	0.9824
No log	1.5467	116	0.9442	0.5416	0.9442	0.9717
No log	1.5733	118	0.9614	0.5462	0.9614	0.9805
No log	1.6	120	1.0490	0.5549	1.0490	1.0242
No log	1.6267	122	1.1133	0.5197	1.1133	1.0551
No log	1.6533	124	1.1081	0.5229	1.1081	1.0527
No log	1.6800	126	1.1011	0.5343	1.1011	1.0494
No log	1.7067	128	1.0453	0.5403	1.0453	1.0224
No log	1.7333	130	0.9490	0.6332	0.9490	0.9742
No log	1.76	132	0.9715	0.6316	0.9715	0.9856
No log	1.7867	134	1.1098	0.5373	1.1098	1.0535
No log	1.8133	136	1.0933	0.5601	1.0933	1.0456
No log	1.8400	138	0.9154	0.6455	0.9154	0.9568
No log	1.8667	140	0.8216	0.6871	0.8216	0.9064
No log	1.8933	142	0.7862	0.6808	0.7862	0.8867
No log	1.92	144	0.7915	0.6436	0.7915	0.8897
No log	1.9467	146	0.8092	0.6576	0.8092	0.8995
No log	1.9733	148	0.9034	0.5965	0.9034	0.9505
No log	2.0	150	1.0186	0.5576	1.0186	1.0093
No log	2.0267	152	0.9315	0.5805	0.9315	0.9651
No log	2.0533	154	0.9223	0.6100	0.9223	0.9603
No log	2.08	156	0.9924	0.5715	0.9924	0.9962
No log	2.1067	158	1.0269	0.5330	1.0269	1.0134
No log	2.1333	160	0.8597	0.6095	0.8597	0.9272
No log	2.16	162	0.7205	0.6325	0.7205	0.8488
No log	2.1867	164	0.7281	0.6377	0.7281	0.8533
No log	2.2133	166	0.8257	0.6027	0.8257	0.9087
No log	2.24	168	0.7839	0.6236	0.7839	0.8854
No log	2.2667	170	0.7190	0.6262	0.7190	0.8479
No log	2.2933	172	0.7315	0.6498	0.7315	0.8553
No log	2.32	174	0.9097	0.6091	0.9097	0.9538
No log	2.3467	176	1.0850	0.5268	1.0850	1.0417
No log	2.3733	178	1.1545	0.5114	1.1545	1.0745
No log	2.4	180	1.0951	0.5137	1.0951	1.0464
No log	2.4267	182	1.0540	0.5560	1.0540	1.0266
No log	2.4533	184	1.1459	0.5093	1.1459	1.0704
No log	2.48	186	1.2159	0.4827	1.2159	1.1027
No log	2.5067	188	1.1149	0.5347	1.1149	1.0559
No log	2.5333	190	1.0358	0.5485	1.0358	1.0178
No log	2.56	192	1.0432	0.5894	1.0432	1.0214
No log	2.5867	194	0.9636	0.5859	0.9636	0.9816
No log	2.6133	196	0.8629	0.6197	0.8629	0.9289
No log	2.64	198	0.8396	0.6290	0.8396	0.9163
No log	2.6667	200	0.8644	0.6311	0.8644	0.9297
No log	2.6933	202	0.7648	0.6501	0.7648	0.8745
No log	2.7200	204	0.7528	0.6420	0.7528	0.8677
No log	2.7467	206	0.7922	0.6307	0.7922	0.8901
No log	2.7733	208	0.7979	0.6323	0.7979	0.8933
No log	2.8	210	0.7702	0.6194	0.7702	0.8776
No log	2.8267	212	0.8276	0.5642	0.8276	0.9097
No log	2.8533	214	0.8071	0.5914	0.8071	0.8984
No log	2.88	216	0.8036	0.6426	0.8036	0.8964
No log	2.9067	218	1.0244	0.5715	1.0244	1.0121
No log	2.9333	220	1.1832	0.5587	1.1832	1.0878
No log	2.96	222	1.1414	0.5579	1.1414	1.0684
No log	2.9867	224	1.0751	0.4753	1.0751	1.0368
No log	3.0133	226	0.9592	0.5329	0.9592	0.9794
No log	3.04	228	0.8989	0.5833	0.8989	0.9481
No log	3.0667	230	0.8523	0.6293	0.8523	0.9232
No log	3.0933	232	0.8279	0.6575	0.8279	0.9099
No log	3.12	234	0.8649	0.6288	0.8649	0.9300
No log	3.1467	236	0.9724	0.5566	0.9724	0.9861
No log	3.1733	238	1.1000	0.5459	1.1000	1.0488
No log	3.2	240	1.0938	0.5462	1.0938	1.0459
No log	3.2267	242	1.0708	0.5672	1.0708	1.0348
No log	3.2533	244	0.9945	0.5818	0.9945	0.9973
No log	3.2800	246	0.9725	0.5727	0.9725	0.9862
No log	3.3067	248	1.0407	0.5672	1.0407	1.0202
No log	3.3333	250	1.2097	0.5433	1.2097	1.0999
No log	3.36	252	1.1273	0.5105	1.1273	1.0618
No log	3.3867	254	1.0219	0.5278	1.0219	1.0109
No log	3.4133	256	0.8677	0.6098	0.8677	0.9315
No log	3.44	258	0.8383	0.6244	0.8383	0.9156
No log	3.4667	260	0.9381	0.6156	0.9381	0.9685
No log	3.4933	262	1.1593	0.5515	1.1593	1.0767
No log	3.52	264	1.2351	0.5340	1.2351	1.1113
No log	3.5467	266	1.1139	0.5716	1.1139	1.0554
No log	3.5733	268	0.9706	0.6156	0.9706	0.9852
No log	3.6	270	0.8885	0.6410	0.8885	0.9426
No log	3.6267	272	0.9041	0.6016	0.9041	0.9509
No log	3.6533	274	0.8379	0.6123	0.8379	0.9154
No log	3.68	276	0.8237	0.6036	0.8237	0.9076
No log	3.7067	278	0.8718	0.6123	0.8718	0.9337
No log	3.7333	280	1.0017	0.5766	1.0017	1.0008
No log	3.76	282	1.1072	0.5604	1.1072	1.0522
No log	3.7867	284	1.0873	0.5590	1.0873	1.0427
No log	3.8133	286	1.0936	0.5510	1.0936	1.0458
No log	3.84	288	1.0568	0.5518	1.0568	1.0280
No log	3.8667	290	1.0166	0.5705	1.0166	1.0083
No log	3.8933	292	1.0509	0.5304	1.0509	1.0251
No log	3.92	294	1.0143	0.5565	1.0143	1.0071
No log	3.9467	296	0.9530	0.5798	0.9530	0.9762
No log	3.9733	298	0.8886	0.6168	0.8886	0.9427
No log	4.0	300	0.8471	0.6162	0.8471	0.9204
No log	4.0267	302	0.8473	0.6237	0.8473	0.9205
No log	4.0533	304	0.8722	0.6300	0.8722	0.9339
No log	4.08	306	0.9076	0.5899	0.9076	0.9527
No log	4.1067	308	0.9128	0.5981	0.9128	0.9554
No log	4.1333	310	0.8063	0.6627	0.8063	0.8979
No log	4.16	312	0.7448	0.6752	0.7448	0.8630
No log	4.1867	314	0.7666	0.6636	0.7666	0.8756
No log	4.2133	316	0.7708	0.6617	0.7708	0.8779
No log	4.24	318	0.7604	0.6780	0.7604	0.8720
No log	4.2667	320	0.7929	0.6625	0.7929	0.8904
No log	4.2933	322	0.7925	0.6625	0.7925	0.8902
No log	4.32	324	0.8355	0.6637	0.8355	0.9141
No log	4.3467	326	0.8230	0.6751	0.8230	0.9072
No log	4.3733	328	0.8594	0.6528	0.8594	0.9270
No log	4.4	330	0.9114	0.6499	0.9114	0.9547
No log	4.4267	332	1.1053	0.6107	1.1053	1.0514
No log	4.4533	334	1.1010	0.6107	1.1010	1.0493
No log	4.48	336	0.8953	0.6360	0.8953	0.9462
No log	4.5067	338	0.7695	0.6656	0.7695	0.8772
No log	4.5333	340	0.7820	0.6587	0.7820	0.8843
No log	4.5600	342	0.9100	0.6273	0.9100	0.9539
No log	4.5867	344	0.9957	0.5483	0.9957	0.9978
No log	4.6133	346	0.9486	0.5782	0.9486	0.9740
No log	4.64	348	0.8657	0.6429	0.8657	0.9304
No log	4.6667	350	0.7605	0.6583	0.7605	0.8721
No log	4.6933	352	0.7355	0.6654	0.7355	0.8576
No log	4.72	354	0.7571	0.6655	0.7571	0.8701
No log	4.7467	356	0.7944	0.6480	0.7944	0.8913
No log	4.7733	358	0.7724	0.6480	0.7724	0.8788
No log	4.8	360	0.7180	0.6566	0.7180	0.8474
No log	4.8267	362	0.6747	0.6476	0.6747	0.8214
No log	4.8533	364	0.6874	0.6426	0.6874	0.8291
No log	4.88	366	0.6892	0.6418	0.6892	0.8302
No log	4.9067	368	0.7398	0.6547	0.7398	0.8601
No log	4.9333	370	0.8287	0.6427	0.8287	0.9103
No log	4.96	372	0.8764	0.6148	0.8764	0.9362
No log	4.9867	374	0.8620	0.6006	0.8620	0.9284
No log	5.0133	376	0.8659	0.6021	0.8659	0.9305
No log	5.04	378	0.8632	0.6271	0.8632	0.9291
No log	5.0667	380	0.8704	0.6315	0.8704	0.9330
No log	5.0933	382	0.9512	0.6351	0.9512	0.9753
No log	5.12	384	0.8604	0.6456	0.8604	0.9276
No log	5.1467	386	0.7044	0.6752	0.7044	0.8393
No log	5.1733	388	0.6856	0.6348	0.6856	0.8280
No log	5.2	390	0.6940	0.6682	0.6940	0.8330
No log	5.2267	392	0.7509	0.6545	0.7509	0.8665
No log	5.2533	394	0.7796	0.6449	0.7796	0.8829
No log	5.28	396	0.8369	0.6283	0.8369	0.9148
No log	5.3067	398	0.8557	0.6316	0.8557	0.9250
No log	5.3333	400	0.8696	0.6054	0.8696	0.9325
No log	5.36	402	0.8915	0.5871	0.8915	0.9442
No log	5.3867	404	0.9860	0.6071	0.9860	0.9930
No log	5.4133	406	0.9304	0.6127	0.9304	0.9646
No log	5.44	408	0.8436	0.6608	0.8436	0.9185
No log	5.4667	410	0.8449	0.6402	0.8449	0.9192
No log	5.4933	412	0.9301	0.6137	0.9301	0.9644
No log	5.52	414	0.9692	0.5988	0.9692	0.9845
No log	5.5467	416	0.9141	0.5931	0.9141	0.9561
No log	5.5733	418	0.8218	0.6485	0.8218	0.9066
No log	5.6	420	0.8089	0.6618	0.8089	0.8994
No log	5.6267	422	0.8271	0.6433	0.8271	0.9094
No log	5.6533	424	0.8258	0.6433	0.8258	0.9087
No log	5.68	426	0.7455	0.6636	0.7455	0.8634
No log	5.7067	428	0.7296	0.6655	0.7296	0.8542
No log	5.7333	430	0.7636	0.6618	0.7636	0.8738
No log	5.76	432	0.7225	0.6675	0.7225	0.8500
No log	5.7867	434	0.6827	0.6713	0.6827	0.8263
No log	5.8133	436	0.7007	0.6732	0.7007	0.8371
No log	5.84	438	0.7665	0.6326	0.7665	0.8755
No log	5.8667	440	0.7685	0.6399	0.7685	0.8767
No log	5.8933	442	0.7089	0.6594	0.7089	0.8420
No log	5.92	444	0.7091	0.6622	0.7091	0.8421
No log	5.9467	446	0.7278	0.6448	0.7278	0.8531
No log	5.9733	448	0.7865	0.6467	0.7865	0.8869
No log	6.0	450	0.9000	0.6128	0.9000	0.9487
No log	6.0267	452	1.0437	0.5611	1.0437	1.0216
No log	6.0533	454	1.0541	0.5527	1.0541	1.0267
No log	6.08	456	0.9362	0.6262	0.9362	0.9676
No log	6.1067	458	0.8587	0.6198	0.8587	0.9266
No log	6.1333	460	0.8800	0.6182	0.8800	0.9381
No log	6.16	462	0.9602	0.6229	0.9602	0.9799
No log	6.1867	464	1.0479	0.5539	1.0479	1.0237
No log	6.2133	466	1.1280	0.5542	1.1280	1.0621
No log	6.24	468	1.0794	0.5718	1.0794	1.0389
No log	6.2667	470	0.9541	0.5974	0.9541	0.9768
No log	6.2933	472	0.8163	0.6286	0.8163	0.9035
No log	6.32	474	0.7736	0.6625	0.7736	0.8795
No log	6.3467	476	0.7844	0.6425	0.7844	0.8857
No log	6.3733	478	0.8317	0.6243	0.8317	0.9120
No log	6.4	480	0.9543	0.5693	0.9543	0.9769
No log	6.4267	482	1.1150	0.5542	1.1150	1.0559
No log	6.4533	484	1.0562	0.5479	1.0562	1.0277
No log	6.48	486	0.9547	0.5618	0.9547	0.9771
No log	6.5067	488	0.8299	0.6310	0.8299	0.9110
No log	6.5333	490	0.7491	0.6418	0.7491	0.8655
No log	6.5600	492	0.7293	0.6786	0.7293	0.8540
No log	6.5867	494	0.7581	0.6724	0.7581	0.8707
No log	6.6133	496	0.8444	0.6190	0.8444	0.9189
No log	6.64	498	0.9174	0.6262	0.9174	0.9578
0.4847	6.6667	500	0.8664	0.6305	0.8664	0.9308
0.4847	6.6933	502	0.8074	0.6725	0.8074	0.8986
0.4847	6.72	504	0.7527	0.6699	0.7527	0.8676
0.4847	6.7467	506	0.7416	0.6833	0.7416	0.8611
0.4847	6.7733	508	0.7472	0.6605	0.7472	0.8644
0.4847	6.8	510	0.7585	0.6605	0.7585	0.8709
0.4847	6.8267	512	0.7894	0.6569	0.7894	0.8885
0.4847	6.8533	514	0.8266	0.6383	0.8266	0.9092
0.4847	6.88	516	0.8962	0.64	0.8962	0.9467
0.4847	6.9067	518	0.9043	0.6495	0.9043	0.9509
0.4847	6.9333	520	0.8743	0.6606	0.8743	0.9350
0.4847	6.96	522	0.7507	0.6792	0.7507	0.8664
0.4847	6.9867	524	0.6487	0.7010	0.6487	0.8054
0.4847	7.0133	526	0.6242	0.7137	0.6242	0.7900
0.4847	7.04	528	0.6194	0.6880	0.6194	0.7870
0.4847	7.0667	530	0.6542	0.6830	0.6542	0.8088
0.4847	7.0933	532	0.7394	0.6636	0.7394	0.8599
0.4847	7.12	534	0.7243	0.6589	0.7243	0.8511
0.4847	7.1467	536	0.6640	0.6787	0.6640	0.8149
0.4847	7.1733	538	0.6288	0.7017	0.6288	0.7930
0.4847	7.2	540	0.6639	0.6525	0.6639	0.8148
0.4847	7.2267	542	0.7131	0.6593	0.7131	0.8444
0.4847	7.2533	544	0.6760	0.6847	0.6760	0.8222
0.4847	7.28	546	0.6775	0.6935	0.6775	0.8231
0.4847	7.3067	548	0.7856	0.6754	0.7856	0.8863
0.4847	7.3333	550	0.8730	0.6418	0.8730	0.9344
0.4847	7.36	552	0.9172	0.6504	0.9172	0.9577
0.4847	7.3867	554	0.8634	0.6441	0.8634	0.9292
0.4847	7.4133	556	0.8031	0.6410	0.8031	0.8962
0.4847	7.44	558	0.7865	0.6461	0.7865	0.8869
0.4847	7.4667	560	0.8142	0.6530	0.8142	0.9023
0.4847	7.4933	562	0.8703	0.6468	0.8703	0.9329
0.4847	7.52	564	0.9167	0.6561	0.9167	0.9574
0.4847	7.5467	566	0.9744	0.6840	0.9744	0.9871
0.4847	7.5733	568	0.9754	0.6749	0.9754	0.9876
0.4847	7.6	570	1.0154	0.6406	1.0154	1.0077
0.4847	7.6267	572	1.0109	0.6208	1.0109	1.0054
0.4847	7.6533	574	0.9019	0.6346	0.9019	0.9497
0.4847	7.68	576	0.7783	0.6723	0.7783	0.8822
0.4847	7.7067	578	0.7092	0.6530	0.7092	0.8421
0.4847	7.7333	580	0.6950	0.6631	0.6950	0.8337
0.4847	7.76	582	0.7019	0.6871	0.7019	0.8378
0.4847	7.7867	584	0.7710	0.6695	0.7710	0.8781
0.4847	7.8133	586	0.8169	0.6723	0.8169	0.9038
0.4847	7.84	588	0.7875	0.6742	0.7875	0.8874
0.4847	7.8667	590	0.7504	0.6829	0.7504	0.8662
0.4847	7.8933	592	0.6981	0.7027	0.6981	0.8355
0.4847	7.92	594	0.6861	0.7047	0.6861	0.8283
0.4847	7.9467	596	0.6892	0.7001	0.6892	0.8302
0.4847	7.9733	598	0.7330	0.6827	0.7330	0.8562
0.4847	8.0	600	0.7686	0.6723	0.7686	0.8767
0.4847	8.0267	602	0.7488	0.6823	0.7488	0.8653
0.4847	8.0533	604	0.7481	0.6823	0.7481	0.8649
0.4847	8.08	606	0.7680	0.6762	0.7680	0.8764
0.4847	8.1067	608	0.7517	0.6943	0.7517	0.8670
0.4847	8.1333	610	0.6962	0.6905	0.6962	0.8344
0.4847	8.16	612	0.6697	0.7004	0.6697	0.8183
0.4847	8.1867	614	0.6661	0.7078	0.6661	0.8161
0.4847	8.2133	616	0.6865	0.7053	0.6865	0.8285
0.4847	8.24	618	0.7088	0.6761	0.7088	0.8419
0.4847	8.2667	620	0.6971	0.6871	0.6971	0.8349
0.4847	8.2933	622	0.6813	0.6988	0.6813	0.8254
0.4847	8.32	624	0.6721	0.6988	0.6721	0.8198
0.4847	8.3467	626	0.6870	0.6977	0.6870	0.8289
0.4847	8.3733	628	0.6761	0.6860	0.6761	0.8222
0.4847	8.4	630	0.6335	0.7084	0.6335	0.7959
0.4847	8.4267	632	0.6161	0.7363	0.6161	0.7849
0.4847	8.4533	634	0.6577	0.7135	0.6577	0.8110
0.4847	8.48	636	0.6615	0.7323	0.6615	0.8133
0.4847	8.5067	638	0.6354	0.7337	0.6354	0.7971
0.4847	8.5333	640	0.6190	0.7215	0.6190	0.7868
0.4847	8.56	642	0.6076	0.7156	0.6076	0.7795
0.4847	8.5867	644	0.6149	0.6808	0.6149	0.7841
0.4847	8.6133	646	0.6298	0.6744	0.6298	0.7936
0.4847	8.64	648	0.6312	0.6744	0.6312	0.7945
0.4847	8.6667	650	0.6323	0.6978	0.6323	0.7952
0.4847	8.6933	652	0.6436	0.7055	0.6436	0.8022
0.4847	8.72	654	0.6326	0.7156	0.6326	0.7953
0.4847	8.7467	656	0.6311	0.7216	0.6311	0.7944
0.4847	8.7733	658	0.6376	0.6955	0.6376	0.7985
0.4847	8.8	660	0.6372	0.6909	0.6372	0.7983
0.4847	8.8267	662	0.6537	0.6918	0.6537	0.8085
0.4847	8.8533	664	0.6595	0.7085	0.6595	0.8121
0.4847	8.88	666	0.6989	0.6955	0.6989	0.8360
0.4847	8.9067	668	0.6849	0.6857	0.6849	0.8276
0.4847	8.9333	670	0.6689	0.6883	0.6689	0.8179
0.4847	8.96	672	0.6830	0.6824	0.6830	0.8264
0.4847	8.9867	674	0.7115	0.6976	0.7115	0.8435
0.4847	9.0133	676	0.7476	0.6807	0.7476	0.8646
0.4847	9.04	678	0.7519	0.6748	0.7519	0.8671
0.4847	9.0667	680	0.7571	0.6655	0.7571	0.8701
0.4847	9.0933	682	0.6993	0.6930	0.6993	0.8362
0.4847	9.12	684	0.6680	0.6944	0.6680	0.8173
0.4847	9.1467	686	0.6804	0.6841	0.6804	0.8249
0.4847	9.1733	688	0.6786	0.6912	0.6786	0.8238
0.4847	9.2	690	0.6893	0.6891	0.6893	0.8303
0.4847	9.2267	692	0.7736	0.6647	0.7736	0.8795
0.4847	9.2533	694	0.8409	0.6517	0.8409	0.9170
0.4847	9.28	696	0.8344	0.6328	0.8344	0.9134
0.4847	9.3067	698	0.7483	0.6786	0.7483	0.8650
0.4847	9.3333	700	0.7020	0.6548	0.7020	0.8378
0.4847	9.36	702	0.7058	0.6624	0.7058	0.8401
0.4847	9.3867	704	0.7409	0.6738	0.7409	0.8608
0.4847	9.4133	706	0.8423	0.6346	0.8423	0.9178
0.4847	9.44	708	0.9344	0.6501	0.9344	0.9666
0.4847	9.4667	710	0.9267	0.6481	0.9267	0.9626
0.4847	9.4933	712	0.8614	0.6456	0.8614	0.9281
0.4847	9.52	714	0.8164	0.6436	0.8164	0.9035
0.4847	9.5467	716	0.8247	0.6299	0.8247	0.9081
0.4847	9.5733	718	0.8547	0.6417	0.8547	0.9245
0.4847	9.6	720	0.9093	0.6442	0.9093	0.9536
0.4847	9.6267	722	0.9198	0.6425	0.9198	0.9590
0.4847	9.6533	724	0.8811	0.6404	0.8811	0.9387
0.4847	9.68	726	0.8418	0.6402	0.8418	0.9175
0.4847	9.7067	728	0.8130	0.6513	0.8130	0.9017
0.4847	9.7333	730	0.7886	0.6664	0.7886	0.8880
0.4847	9.76	732	0.8053	0.6559	0.8053	0.8974
0.4847	9.7867	734	0.8585	0.6520	0.8585	0.9266
0.4847	9.8133	736	0.8814	0.6421	0.8814	0.9388
0.4847	9.84	738	0.8634	0.6421	0.8634	0.9292
0.4847	9.8667	740	0.8355	0.6487	0.8355	0.9141
0.4847	9.8933	742	0.7996	0.6683	0.7996	0.8942
0.4847	9.92	744	0.8035	0.6512	0.8035	0.8964
0.4847	9.9467	746	0.8201	0.6561	0.8201	0.9056
0.4847	9.9733	748	0.8576	0.6500	0.8576	0.9261
0.4847	10.0	750	0.9027	0.6494	0.9027	0.9501
0.4847	10.0267	752	0.9405	0.6639	0.9405	0.9698
0.4847	10.0533	754	0.8913	0.6375	0.8913	0.9441
0.4847	10.08	756	0.8509	0.6453	0.8509	0.9225
0.4847	10.1067	758	0.8282	0.6526	0.8282	0.9100
0.4847	10.1333	760	0.8429	0.6405	0.8429	0.9181
0.4847	10.16	762	0.8827	0.6310	0.8827	0.9395
0.4847	10.1867	764	0.9892	0.6031	0.9892	0.9946
0.4847	10.2133	766	1.0561	0.5658	1.0561	1.0277
0.4847	10.24	768	1.0460	0.5741	1.0460	1.0228
0.4847	10.2667	770	0.9518	0.6452	0.9518	0.9756
0.4847	10.2933	772	0.8886	0.6396	0.8886	0.9427
0.4847	10.32	774	0.9003	0.6431	0.9003	0.9488
0.4847	10.3467	776	0.9685	0.6590	0.9685	0.9841
0.4847	10.3733	778	0.9658	0.6694	0.9658	0.9828
0.4847	10.4	780	0.8827	0.6514	0.8827	0.9395
0.4847	10.4267	782	0.7802	0.6490	0.7802	0.8833
0.4847	10.4533	784	0.7365	0.6434	0.7365	0.8582
0.4847	10.48	786	0.7300	0.6543	0.7300	0.8544
0.4847	10.5067	788	0.7552	0.6466	0.7552	0.8690
0.4847	10.5333	790	0.7928	0.6183	0.7928	0.8904
0.4847	10.56	792	0.8045	0.6054	0.8045	0.8969
0.4847	10.5867	794	0.7984	0.6107	0.7984	0.8935
0.4847	10.6133	796	0.7600	0.6431	0.7600	0.8718
0.4847	10.64	798	0.7274	0.6674	0.7274	0.8529
0.4847	10.6667	800	0.6954	0.6730	0.6954	0.8339
0.4847	10.6933	802	0.6711	0.6786	0.6711	0.8192
0.4847	10.72	804	0.6630	0.6813	0.6630	0.8142
0.4847	10.7467	806	0.6703	0.6754	0.6703	0.8187
0.4847	10.7733	808	0.6694	0.6737	0.6694	0.8182
0.4847	10.8	810	0.6760	0.6755	0.6760	0.8222
0.4847	10.8267	812	0.6627	0.6767	0.6627	0.8140
0.4847	10.8533	814	0.6553	0.6728	0.6553	0.8095
0.4847	10.88	816	0.6778	0.6838	0.6778	0.8233
0.4847	10.9067	818	0.7478	0.6627	0.7478	0.8647
0.4847	10.9333	820	0.7805	0.6483	0.7805	0.8834
0.4847	10.96	822	0.7632	0.6454	0.7632	0.8736
0.4847	10.9867	824	0.6888	0.7006	0.6888	0.8299
0.4847	11.0133	826	0.6632	0.6767	0.6632	0.8143
0.4847	11.04	828	0.6596	0.6758	0.6596	0.8121
0.4847	11.0667	830	0.6694	0.6988	0.6694	0.8182
0.4847	11.0933	832	0.7010	0.6734	0.7010	0.8373
0.4847	11.12	834	0.7076	0.6495	0.7076	0.8412
0.4847	11.1467	836	0.6757	0.6974	0.6757	0.8220
0.4847	11.1733	838	0.6637	0.6911	0.6637	0.8147
0.4847	11.2	840	0.6595	0.6649	0.6595	0.8121
0.4847	11.2267	842	0.6835	0.6393	0.6835	0.8267
0.4847	11.2533	844	0.6796	0.6293	0.6796	0.8244
0.4847	11.28	846	0.6664	0.6599	0.6664	0.8164
0.4847	11.3067	848	0.6879	0.6912	0.6879	0.8294
0.4847	11.3333	850	0.7312	0.6854	0.7312	0.8551
0.4847	11.36	852	0.7883	0.6710	0.7883	0.8879
0.4847	11.3867	854	0.8368	0.6584	0.8368	0.9148
0.4847	11.4133	856	0.8905	0.6512	0.8905	0.9436
0.4847	11.44	858	0.8847	0.6446	0.8847	0.9406
0.4847	11.4667	860	0.8484	0.6443	0.8484	0.9211
0.4847	11.4933	862	0.7815	0.6828	0.7815	0.8840
0.4847	11.52	864	0.7593	0.6849	0.7593	0.8714
0.4847	11.5467	866	0.7606	0.6869	0.7606	0.8721
0.4847	11.5733	868	0.7998	0.6329	0.7998	0.8943
0.4847	11.6	870	0.8203	0.6122	0.8203	0.9057
0.4847	11.6267	872	0.8580	0.6207	0.8580	0.9263
0.4847	11.6533	874	0.8888	0.6229	0.8888	0.9428
0.4847	11.68	876	0.8776	0.6229	0.8776	0.9368
0.4847	11.7067	878	0.8419	0.6195	0.8419	0.9175

Framework versions

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