ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k11_task7_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: 0.5582
• Qwk: 0.5904
• Mse: 0.5582
• Rmse: 0.7471

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	0.0364	2	2.5284	-0.0109	2.5284	1.5901
No log	0.0727	4	1.3753	0.0754	1.3753	1.1727
No log	0.1091	6	1.0588	-0.0846	1.0588	1.0290
No log	0.1455	8	1.2385	-0.2346	1.2385	1.1129
No log	0.1818	10	1.0408	0.0289	1.0408	1.0202
No log	0.2182	12	1.0776	0.1296	1.0776	1.0381
No log	0.2545	14	1.0173	0.2199	1.0173	1.0086
No log	0.2909	16	0.9671	0.2141	0.9671	0.9834
No log	0.3273	18	0.8208	0.2883	0.8208	0.9060
No log	0.3636	20	0.7508	0.0798	0.7508	0.8665
No log	0.4	22	0.7664	0.0798	0.7664	0.8754
No log	0.4364	24	0.7568	0.0757	0.7568	0.8699
No log	0.4727	26	0.7489	0.1561	0.7489	0.8654
No log	0.5091	28	0.7461	-0.0027	0.7461	0.8638
No log	0.5455	30	0.7543	-0.0027	0.7543	0.8685
No log	0.5818	32	0.7520	0.1752	0.7520	0.8672
No log	0.6182	34	0.7512	0.1636	0.7512	0.8667
No log	0.6545	36	0.7579	0.1093	0.7579	0.8706
No log	0.6909	38	0.7883	0.1550	0.7883	0.8879
No log	0.7273	40	0.8345	0.1272	0.8345	0.9135
No log	0.7636	42	0.8583	0.0902	0.8583	0.9265
No log	0.8	44	0.8514	0.0474	0.8514	0.9227
No log	0.8364	46	0.8594	0.0495	0.8594	0.9271
No log	0.8727	48	0.8818	0.0535	0.8818	0.9390
No log	0.9091	50	1.0282	0.0590	1.0282	1.0140
No log	0.9455	52	1.0284	0.0916	1.0284	1.0141
No log	0.9818	54	1.0129	0.0537	1.0129	1.0064
No log	1.0182	56	1.0946	0.1323	1.0946	1.0462
No log	1.0545	58	1.3165	-0.0505	1.3165	1.1474
No log	1.0909	60	1.4291	0.0372	1.4291	1.1955
No log	1.1273	62	1.2909	0.1002	1.2909	1.1362
No log	1.1636	64	1.0233	0.3347	1.0233	1.0116
No log	1.2	66	0.7913	0.1754	0.7913	0.8896
No log	1.2364	68	0.7229	0.0426	0.7229	0.8502
No log	1.2727	70	0.7135	0.0798	0.7135	0.8447
No log	1.3091	72	0.7240	0.0444	0.7240	0.8509
No log	1.3455	74	0.7376	0.0481	0.7376	0.8589
No log	1.3818	76	0.7433	0.0940	0.7433	0.8621
No log	1.4182	78	0.7144	-0.0054	0.7144	0.8452
No log	1.4545	80	0.7223	0.0851	0.7223	0.8499
No log	1.4909	82	0.8665	0.2285	0.8665	0.9309
No log	1.5273	84	0.8971	0.3598	0.8971	0.9471
No log	1.5636	86	0.7576	0.2430	0.7576	0.8704
No log	1.6	88	0.6886	0.1981	0.6886	0.8298
No log	1.6364	90	0.6707	0.2193	0.6707	0.8189
No log	1.6727	92	0.6742	0.2847	0.6742	0.8211
No log	1.7091	94	0.6875	0.3050	0.6875	0.8292
No log	1.7455	96	0.8889	0.2212	0.8889	0.9428
No log	1.7818	98	0.8648	0.2612	0.8648	0.9299
No log	1.8182	100	0.7971	0.2829	0.7971	0.8928
No log	1.8545	102	0.8216	0.2439	0.8216	0.9064
No log	1.8909	104	0.9232	0.2224	0.9232	0.9608
No log	1.9273	106	1.2547	0.0731	1.2547	1.1201
No log	1.9636	108	1.7133	0.0560	1.7133	1.3089
No log	2.0	110	1.9518	0.0372	1.9518	1.3971
No log	2.0364	112	1.8147	0.0572	1.8147	1.3471
No log	2.0727	114	1.3374	0.0487	1.3374	1.1565
No log	2.1091	116	0.8790	0.1891	0.8790	0.9375
No log	2.1455	118	0.7920	0.2099	0.7920	0.8899
No log	2.1818	120	0.8368	0.2223	0.8368	0.9148
No log	2.2182	122	0.7961	0.2345	0.7961	0.8922
No log	2.2545	124	0.7536	0.0816	0.7536	0.8681
No log	2.2909	126	0.7524	0.0778	0.7524	0.8674
No log	2.3273	128	0.7523	0.1221	0.7523	0.8673
No log	2.3636	130	0.7599	0.0810	0.7599	0.8717
No log	2.4	132	0.8014	0.1321	0.8014	0.8952
No log	2.4364	134	0.9203	0.1266	0.9203	0.9593
No log	2.4727	136	0.9702	0.0939	0.9702	0.9850
No log	2.5091	138	1.0373	0.0646	1.0373	1.0185
No log	2.5455	140	1.0728	0.0666	1.0728	1.0357
No log	2.5818	142	1.0323	0.1535	1.0323	1.0160
No log	2.6182	144	1.0873	0.2291	1.0873	1.0427
No log	2.6545	146	1.1698	0.1947	1.1698	1.0816
No log	2.6909	148	1.3131	0.1702	1.3131	1.1459
No log	2.7273	150	1.2766	0.1473	1.2766	1.1299
No log	2.7636	152	1.1179	0.1721	1.1179	1.0573
No log	2.8	154	0.8443	0.3455	0.8443	0.9189
No log	2.8364	156	0.7330	0.4140	0.7330	0.8561
No log	2.8727	158	0.7556	0.2954	0.7556	0.8693
No log	2.9091	160	0.7488	0.3003	0.7488	0.8653
No log	2.9455	162	0.7278	0.3614	0.7278	0.8531
No log	2.9818	164	0.7717	0.4308	0.7717	0.8785
No log	3.0182	166	0.9208	0.3009	0.9208	0.9596
No log	3.0545	168	1.0141	0.2494	1.0141	1.0070
No log	3.0909	170	0.9357	0.3009	0.9357	0.9673
No log	3.1273	172	0.8762	0.3806	0.8762	0.9360
No log	3.1636	174	0.7632	0.4501	0.7632	0.8736
No log	3.2	176	0.6491	0.3536	0.6491	0.8057
No log	3.2364	178	0.7390	0.3732	0.7390	0.8597
No log	3.2727	180	0.7423	0.3844	0.7423	0.8615
No log	3.3091	182	0.6654	0.2652	0.6654	0.8157
No log	3.3455	184	0.7179	0.4259	0.7179	0.8473
No log	3.3818	186	0.9289	0.2730	0.9289	0.9638
No log	3.4182	188	0.9862	0.2877	0.9862	0.9931
No log	3.4545	190	0.9403	0.3217	0.9403	0.9697
No log	3.4909	192	0.8033	0.2300	0.8033	0.8963
No log	3.5273	194	0.7196	0.3201	0.7196	0.8483
No log	3.5636	196	0.6620	0.3105	0.6620	0.8136
No log	3.6	198	0.6874	0.3530	0.6874	0.8291
No log	3.6364	200	0.8391	0.2825	0.8391	0.9160
No log	3.6727	202	0.9687	0.3035	0.9687	0.9842
No log	3.7091	204	1.0491	0.2557	1.0491	1.0243
No log	3.7455	206	0.9200	0.3579	0.9200	0.9592
No log	3.7818	208	0.7621	0.2829	0.7621	0.8730
No log	3.8182	210	0.6915	0.3883	0.6915	0.8315
No log	3.8545	212	0.6716	0.4160	0.6716	0.8195
No log	3.8909	214	0.6933	0.3489	0.6933	0.8326
No log	3.9273	216	0.7859	0.2951	0.7859	0.8865
No log	3.9636	218	0.7759	0.2920	0.7759	0.8809
No log	4.0	220	0.6788	0.4139	0.6788	0.8239
No log	4.0364	222	0.6352	0.5003	0.6352	0.7970
No log	4.0727	224	0.6483	0.4523	0.6483	0.8052
No log	4.1091	226	0.6295	0.5533	0.6295	0.7934
No log	4.1455	228	0.6302	0.5061	0.6302	0.7938
No log	4.1818	230	0.6530	0.4274	0.6530	0.8081
No log	4.2182	232	0.6395	0.5061	0.6395	0.7997
No log	4.2545	234	0.7073	0.3329	0.7073	0.8410
No log	4.2909	236	0.7480	0.3689	0.7480	0.8649
No log	4.3273	238	0.6946	0.3530	0.6946	0.8334
No log	4.3636	240	0.7181	0.3879	0.7181	0.8474
No log	4.4	242	0.7351	0.3879	0.7351	0.8574
No log	4.4364	244	0.7065	0.3982	0.7065	0.8405
No log	4.4727	246	0.6990	0.4678	0.6990	0.8361
No log	4.5091	248	0.6919	0.3541	0.6919	0.8318
No log	4.5455	250	0.6779	0.3226	0.6779	0.8234
No log	4.5818	252	0.6813	0.4817	0.6813	0.8254
No log	4.6182	254	0.6612	0.3703	0.6612	0.8131
No log	4.6545	256	0.6651	0.4328	0.6651	0.8155
No log	4.6909	258	0.6874	0.3586	0.6874	0.8291
No log	4.7273	260	0.8177	0.3970	0.8177	0.9042
No log	4.7636	262	0.9598	0.3728	0.9598	0.9797
No log	4.8	264	0.9600	0.3728	0.9600	0.9798
No log	4.8364	266	0.9221	0.3728	0.9221	0.9602
No log	4.8727	268	0.8892	0.3766	0.8892	0.9430
No log	4.9091	270	0.7960	0.4122	0.7960	0.8922
No log	4.9455	272	0.7408	0.3808	0.7408	0.8607
No log	4.9818	274	0.7164	0.3572	0.7164	0.8464
No log	5.0182	276	0.7486	0.3761	0.7486	0.8652
No log	5.0545	278	0.6969	0.3962	0.6969	0.8348
No log	5.0909	280	0.6561	0.4009	0.6561	0.8100
No log	5.1273	282	0.6340	0.4536	0.6340	0.7963
No log	5.1636	284	0.6285	0.3785	0.6285	0.7928
No log	5.2	286	0.6204	0.3581	0.6204	0.7876
No log	5.2364	288	0.6469	0.4292	0.6469	0.8043
No log	5.2727	290	0.6438	0.4292	0.6438	0.8024
No log	5.3091	292	0.6442	0.2684	0.6442	0.8026
No log	5.3455	294	0.6227	0.2265	0.6227	0.7891
No log	5.3818	296	0.6372	0.4770	0.6372	0.7982
No log	5.4182	298	0.6870	0.5313	0.6870	0.8288
No log	5.4545	300	0.6885	0.5313	0.6885	0.8298
No log	5.4909	302	0.6391	0.4708	0.6391	0.7995
No log	5.5273	304	0.6340	0.4766	0.6340	0.7962
No log	5.5636	306	0.6765	0.4690	0.6765	0.8225
No log	5.6	308	0.6811	0.4269	0.6811	0.8253
No log	5.6364	310	0.6632	0.5031	0.6632	0.8144
No log	5.6727	312	0.6122	0.4935	0.6122	0.7824
No log	5.7091	314	0.5970	0.4762	0.5970	0.7727
No log	5.7455	316	0.6031	0.3883	0.6031	0.7766
No log	5.7818	318	0.5984	0.3658	0.5984	0.7736
No log	5.8182	320	0.5937	0.4190	0.5937	0.7705
No log	5.8545	322	0.6012	0.4169	0.6012	0.7754
No log	5.8909	324	0.6097	0.4221	0.6097	0.7808
No log	5.9273	326	0.6244	0.4850	0.6244	0.7902
No log	5.9636	328	0.6614	0.4613	0.6614	0.8133
No log	6.0	330	0.6721	0.5112	0.6721	0.8198
No log	6.0364	332	0.6288	0.4406	0.6288	0.7930
No log	6.0727	334	0.5824	0.4308	0.5824	0.7631
No log	6.1091	336	0.6038	0.3971	0.6038	0.7770
No log	6.1455	338	0.5802	0.4789	0.5802	0.7617
No log	6.1818	340	0.5688	0.4965	0.5688	0.7542
No log	6.2182	342	0.6184	0.4868	0.6184	0.7864
No log	6.2545	344	0.6833	0.4884	0.6833	0.8266
No log	6.2909	346	0.7839	0.4511	0.7839	0.8854
No log	6.3273	348	0.7276	0.4511	0.7276	0.8530
No log	6.3636	350	0.6138	0.5220	0.6138	0.7834
No log	6.4	352	0.5812	0.5373	0.5812	0.7624
No log	6.4364	354	0.5742	0.5093	0.5742	0.7578
No log	6.4727	356	0.5761	0.5074	0.5761	0.7590
No log	6.5091	358	0.6206	0.5184	0.6206	0.7878
No log	6.5455	360	0.6601	0.5343	0.6601	0.8125
No log	6.5818	362	0.6214	0.5650	0.6214	0.7883
No log	6.6182	364	0.5838	0.5074	0.5838	0.7640
No log	6.6545	366	0.5883	0.5195	0.5883	0.7670
No log	6.6909	368	0.6065	0.4661	0.6065	0.7788
No log	6.7273	370	0.6264	0.4972	0.6264	0.7915
No log	6.7636	372	0.6158	0.5063	0.6158	0.7848
No log	6.8	374	0.6011	0.4710	0.6011	0.7753
No log	6.8364	376	0.6598	0.5908	0.6598	0.8123
No log	6.8727	378	0.6855	0.4987	0.6855	0.8279
No log	6.9091	380	0.6271	0.5348	0.6271	0.7919
No log	6.9455	382	0.6142	0.5257	0.6142	0.7837
No log	6.9818	384	0.6459	0.4439	0.6459	0.8037
No log	7.0182	386	0.6431	0.4737	0.6431	0.8019
No log	7.0545	388	0.6058	0.4907	0.6058	0.7783
No log	7.0909	390	0.5979	0.4526	0.5979	0.7733
No log	7.1273	392	0.6279	0.4253	0.6279	0.7924
No log	7.1636	394	0.6386	0.4672	0.6386	0.7991
No log	7.2	396	0.6212	0.4456	0.6212	0.7881
No log	7.2364	398	0.5979	0.4906	0.5979	0.7732
No log	7.2727	400	0.5970	0.5151	0.5970	0.7727
No log	7.3091	402	0.5982	0.5109	0.5982	0.7735
No log	7.3455	404	0.6097	0.5074	0.6097	0.7809
No log	7.3818	406	0.6528	0.5378	0.6528	0.8079
No log	7.4182	408	0.6799	0.4926	0.6799	0.8246
No log	7.4545	410	0.6561	0.5378	0.6561	0.8100
No log	7.4909	412	0.6013	0.5074	0.6013	0.7754
No log	7.5273	414	0.5792	0.5507	0.5792	0.7610
No log	7.5636	416	0.5834	0.4695	0.5834	0.7638
No log	7.6	418	0.5884	0.4480	0.5884	0.7671
No log	7.6364	420	0.6176	0.4875	0.6176	0.7859
No log	7.6727	422	0.6020	0.4817	0.6020	0.7759
No log	7.7091	424	0.5832	0.4866	0.5832	0.7637
No log	7.7455	426	0.5910	0.5055	0.5910	0.7688
No log	7.7818	428	0.6320	0.5581	0.6320	0.7950
No log	7.8182	430	0.7468	0.4651	0.7468	0.8642
No log	7.8545	432	0.7890	0.4651	0.7890	0.8882
No log	7.8909	434	0.6963	0.5326	0.6963	0.8344
No log	7.9273	436	0.6157	0.4882	0.6157	0.7846
No log	7.9636	438	0.6063	0.5480	0.6063	0.7786
No log	8.0	440	0.6096	0.5093	0.6096	0.7808
No log	8.0364	442	0.5784	0.5782	0.5784	0.7605
No log	8.0727	444	0.5699	0.5985	0.5699	0.7549
No log	8.1091	446	0.5827	0.5061	0.5827	0.7633
No log	8.1455	448	0.6118	0.4817	0.6118	0.7822
No log	8.1818	450	0.6294	0.4706	0.6294	0.7933
No log	8.2182	452	0.6069	0.5457	0.6069	0.7790
No log	8.2545	454	0.6233	0.4875	0.6233	0.7895
No log	8.2909	456	0.6410	0.4706	0.6410	0.8007
No log	8.3273	458	0.6743	0.3890	0.6743	0.8212
No log	8.3636	460	0.7401	0.3669	0.7401	0.8603
No log	8.4	462	0.7520	0.3988	0.7520	0.8672
No log	8.4364	464	0.6661	0.5236	0.6661	0.8161
No log	8.4727	466	0.5951	0.5315	0.5951	0.7714
No log	8.5091	468	0.6072	0.5304	0.6072	0.7792
No log	8.5455	470	0.6339	0.4997	0.6339	0.7962
No log	8.5818	472	0.6010	0.5391	0.6010	0.7753
No log	8.6182	474	0.5592	0.5450	0.5592	0.7478
No log	8.6545	476	0.5479	0.5378	0.5479	0.7402
No log	8.6909	478	0.5613	0.6004	0.5613	0.7492
No log	8.7273	480	0.5484	0.5159	0.5484	0.7405
No log	8.7636	482	0.5421	0.5256	0.5421	0.7363
No log	8.8	484	0.5409	0.5067	0.5409	0.7355
No log	8.8364	486	0.5384	0.5796	0.5384	0.7338
No log	8.8727	488	0.5365	0.5603	0.5365	0.7324
No log	8.9091	490	0.5381	0.5288	0.5381	0.7336
No log	8.9455	492	0.5419	0.5405	0.5419	0.7361
No log	8.9818	494	0.5734	0.5929	0.5734	0.7573
No log	9.0182	496	0.6435	0.5849	0.6435	0.8022
No log	9.0545	498	0.8453	0.3652	0.8453	0.9194
0.4356	9.0909	500	0.8975	0.3438	0.8975	0.9474
0.4356	9.1273	502	0.8024	0.4703	0.8024	0.8958
0.4356	9.1636	504	0.7425	0.4703	0.7425	0.8617
0.4356	9.2	506	0.7212	0.5077	0.7212	0.8492
0.4356	9.2364	508	0.7531	0.5018	0.7531	0.8678
0.4356	9.2727	510	0.6992	0.4825	0.6992	0.8362
0.4356	9.3091	512	0.6857	0.4825	0.6857	0.8281
0.4356	9.3455	514	0.7001	0.4825	0.7001	0.8367
0.4356	9.3818	516	0.6918	0.4765	0.6918	0.8317
0.4356	9.4182	518	0.6315	0.4654	0.6315	0.7947
0.4356	9.4545	520	0.5840	0.5392	0.5840	0.7642
0.4356	9.4909	522	0.5691	0.5405	0.5691	0.7544
0.4356	9.5273	524	0.5682	0.5823	0.5682	0.7538
0.4356	9.5636	526	0.5826	0.5511	0.5826	0.7633
0.4356	9.6	528	0.5879	0.5330	0.5879	0.7667
0.4356	9.6364	530	0.5838	0.5330	0.5838	0.7640
0.4356	9.6727	532	0.5657	0.5867	0.5657	0.7521
0.4356	9.7091	534	0.5905	0.4968	0.5905	0.7685
0.4356	9.7455	536	0.6063	0.4721	0.6063	0.7786
0.4356	9.7818	538	0.6108	0.4721	0.6108	0.7816
0.4356	9.8182	540	0.6027	0.5597	0.6027	0.7763
0.4356	9.8545	542	0.5885	0.5718	0.5885	0.7672
0.4356	9.8909	544	0.5841	0.5796	0.5841	0.7642
0.4356	9.9273	546	0.5797	0.5614	0.5797	0.7614
0.4356	9.9636	548	0.5740	0.5796	0.5740	0.7576
0.4356	10.0	550	0.5683	0.5796	0.5683	0.7539
0.4356	10.0364	552	0.5786	0.5742	0.5786	0.7607
0.4356	10.0727	554	0.5819	0.5742	0.5819	0.7628
0.4356	10.1091	556	0.5765	0.5383	0.5765	0.7593
0.4356	10.1455	558	0.6171	0.4875	0.6171	0.7855
0.4356	10.1818	560	0.7080	0.4142	0.7080	0.8414
0.4356	10.2182	562	0.7146	0.4142	0.7146	0.8453
0.4356	10.2545	564	0.6494	0.4747	0.6494	0.8058
0.4356	10.2909	566	0.5896	0.5363	0.5896	0.7679
0.4356	10.3273	568	0.5811	0.4992	0.5811	0.7623
0.4356	10.3636	570	0.5731	0.5316	0.5731	0.7570
0.4356	10.4	572	0.5781	0.5383	0.5781	0.7603
0.4356	10.4364	574	0.6057	0.4807	0.6057	0.7783
0.4356	10.4727	576	0.5937	0.5058	0.5937	0.7705
0.4356	10.5091	578	0.5928	0.5656	0.5928	0.7700
0.4356	10.5455	580	0.5766	0.5457	0.5766	0.7593
0.4356	10.5818	582	0.5605	0.5316	0.5605	0.7487
0.4356	10.6182	584	0.5696	0.5134	0.5696	0.7547
0.4356	10.6545	586	0.5726	0.5447	0.5726	0.7567
0.4356	10.6909	588	0.5549	0.5304	0.5549	0.7449
0.4356	10.7273	590	0.5527	0.5503	0.5527	0.7434
0.4356	10.7636	592	0.5511	0.5419	0.5511	0.7423
0.4356	10.8	594	0.5597	0.5566	0.5597	0.7481
0.4356	10.8364	596	0.5369	0.5405	0.5369	0.7327
0.4356	10.8727	598	0.5460	0.5710	0.5460	0.7389
0.4356	10.9091	600	0.6189	0.4987	0.6189	0.7867
0.4356	10.9455	602	0.6358	0.5131	0.6358	0.7974
0.4356	10.9818	604	0.5691	0.5414	0.5691	0.7544
0.4356	11.0182	606	0.5338	0.5943	0.5338	0.7306
0.4356	11.0545	608	0.5172	0.5669	0.5172	0.7191
0.4356	11.0909	610	0.5195	0.5669	0.5195	0.7208
0.4356	11.1273	612	0.5327	0.5592	0.5327	0.7299
0.4356	11.1636	614	0.5473	0.5607	0.5473	0.7398
0.4356	11.2	616	0.5331	0.5592	0.5331	0.7302
0.4356	11.2364	618	0.5125	0.5697	0.5125	0.7159
0.4356	11.2727	620	0.5248	0.5288	0.5248	0.7244
0.4356	11.3091	622	0.5423	0.5341	0.5423	0.7364
0.4356	11.3455	624	0.5372	0.5341	0.5372	0.7329
0.4356	11.3818	626	0.5360	0.5831	0.5360	0.7321
0.4356	11.4182	628	0.5475	0.5373	0.5475	0.7399
0.4356	11.4545	630	0.5703	0.5250	0.5703	0.7552
0.4356	11.4909	632	0.5933	0.5706	0.5933	0.7703
0.4356	11.5273	634	0.5854	0.5607	0.5854	0.7651
0.4356	11.5636	636	0.5706	0.4795	0.5706	0.7554
0.4356	11.6	638	0.5655	0.5373	0.5655	0.7520
0.4356	11.6364	640	0.5533	0.5580	0.5533	0.7438
0.4356	11.6727	642	0.5644	0.5751	0.5644	0.7513
0.4356	11.7091	644	0.6395	0.5990	0.6395	0.7997
0.4356	11.7455	646	0.6924	0.4304	0.6924	0.8321
0.4356	11.7818	648	0.6480	0.6406	0.6480	0.8050
0.4356	11.8182	650	0.6152	0.6395	0.6152	0.7844
0.4356	11.8545	652	0.5777	0.5720	0.5777	0.7601
0.4356	11.8909	654	0.5773	0.6063	0.5773	0.7598
0.4356	11.9273	656	0.5957	0.5769	0.5957	0.7718
0.4356	11.9636	658	0.6049	0.6303	0.6049	0.7778
0.4356	12.0	660	0.6243	0.6229	0.6243	0.7901
0.4356	12.0364	662	0.5956	0.5974	0.5956	0.7718
0.4356	12.0727	664	0.5807	0.5926	0.5807	0.7620
0.4356	12.1091	666	0.5704	0.5915	0.5704	0.7553
0.4356	12.1455	668	0.5639	0.6126	0.5639	0.7509
0.4356	12.1818	670	0.5631	0.5962	0.5631	0.7504
0.4356	12.2182	672	0.5720	0.6459	0.5720	0.7563
0.4356	12.2545	674	0.5639	0.6111	0.5639	0.7509
0.4356	12.2909	676	0.5619	0.5063	0.5619	0.7496
0.4356	12.3273	678	0.5646	0.5063	0.5646	0.7514
0.4356	12.3636	680	0.5678	0.5225	0.5678	0.7535
0.4356	12.4	682	0.5961	0.6481	0.5961	0.7721
0.4356	12.4364	684	0.6371	0.6072	0.6371	0.7982
0.4356	12.4727	686	0.6401	0.5643	0.6401	0.8001
0.4356	12.5091	688	0.6216	0.5450	0.6216	0.7884
0.4356	12.5455	690	0.6111	0.5887	0.6111	0.7817
0.4356	12.5818	692	0.5998	0.6060	0.5998	0.7745
0.4356	12.6182	694	0.5755	0.6367	0.5755	0.7586
0.4356	12.6545	696	0.5604	0.5795	0.5604	0.7486
0.4356	12.6909	698	0.5394	0.6020	0.5394	0.7344
0.4356	12.7273	700	0.5344	0.6053	0.5344	0.7310
0.4356	12.7636	702	0.5356	0.5846	0.5356	0.7319
0.4356	12.8	704	0.5475	0.5339	0.5475	0.7399
0.4356	12.8364	706	0.5516	0.5642	0.5516	0.7427
0.4356	12.8727	708	0.5507	0.5642	0.5507	0.7421
0.4356	12.9091	710	0.5496	0.5918	0.5496	0.7413
0.4356	12.9455	712	0.5583	0.5332	0.5583	0.7472
0.4356	12.9818	714	0.5967	0.5500	0.5967	0.7725
0.4356	13.0182	716	0.6157	0.5696	0.6157	0.7847
0.4356	13.0545	718	0.6337	0.5696	0.6337	0.7961
0.4356	13.0909	720	0.6400	0.4740	0.6400	0.8000
0.4356	13.1273	722	0.5955	0.5298	0.5955	0.7717
0.4356	13.1636	724	0.5578	0.5561	0.5578	0.7469
0.4356	13.2	726	0.5503	0.5619	0.5503	0.7418
0.4356	13.2364	728	0.5491	0.5205	0.5491	0.7410
0.4356	13.2727	730	0.5586	0.5301	0.5586	0.7474
0.4356	13.3091	732	0.5860	0.5074	0.5860	0.7655
0.4356	13.3455	734	0.6133	0.4672	0.6133	0.7832
0.4356	13.3818	736	0.6036	0.4895	0.6036	0.7769
0.4356	13.4182	738	0.5746	0.5390	0.5746	0.7580
0.4356	13.4545	740	0.5541	0.4991	0.5541	0.7443
0.4356	13.4909	742	0.5507	0.5523	0.5507	0.7421
0.4356	13.5273	744	0.5724	0.5120	0.5724	0.7566
0.4356	13.5636	746	0.5815	0.5538	0.5815	0.7626
0.4356	13.6	748	0.5680	0.5991	0.5680	0.7536
0.4356	13.6364	750	0.5704	0.5767	0.5704	0.7552
0.4356	13.6727	752	0.5850	0.5538	0.5850	0.7649
0.4356	13.7091	754	0.5956	0.4913	0.5956	0.7718
0.4356	13.7455	756	0.5848	0.5571	0.5848	0.7647
0.4356	13.7818	758	0.5677	0.5246	0.5677	0.7534
0.4356	13.8182	760	0.5504	0.5698	0.5504	0.7419
0.4356	13.8545	762	0.5414	0.5549	0.5414	0.7358
0.4356	13.8909	764	0.5442	0.5589	0.5442	0.7377
0.4356	13.9273	766	0.5363	0.5413	0.5363	0.7323
0.4356	13.9636	768	0.5537	0.5399	0.5537	0.7441
0.4356	14.0	770	0.5821	0.5030	0.5821	0.7630
0.4356	14.0364	772	0.5881	0.5030	0.5881	0.7669
0.4356	14.0727	774	0.5519	0.4654	0.5519	0.7429
0.4356	14.1091	776	0.5219	0.5301	0.5219	0.7224
0.4356	14.1455	778	0.5608	0.4997	0.5608	0.7489
0.4356	14.1818	780	0.5880	0.4937	0.5880	0.7668
0.4356	14.2182	782	0.5647	0.5115	0.5647	0.7515
0.4356	14.2545	784	0.5314	0.4972	0.5314	0.7290
0.4356	14.2909	786	0.5519	0.5627	0.5519	0.7429
0.4356	14.3273	788	0.5745	0.5636	0.5745	0.7579
0.4356	14.3636	790	0.5890	0.5696	0.5890	0.7674
0.4356	14.4	792	0.5581	0.5575	0.5581	0.7471
0.4356	14.4364	794	0.5389	0.5469	0.5389	0.7341
0.4356	14.4727	796	0.5316	0.5614	0.5316	0.7291
0.4356	14.5091	798	0.5288	0.5428	0.5288	0.7272
0.4356	14.5455	800	0.5250	0.5678	0.5250	0.7245
0.4356	14.5818	802	0.5236	0.5538	0.5236	0.7236
0.4356	14.6182	804	0.5220	0.5617	0.5220	0.7225
0.4356	14.6545	806	0.5252	0.5681	0.5252	0.7247
0.4356	14.6909	808	0.5387	0.6111	0.5387	0.7340
0.4356	14.7273	810	0.5465	0.5455	0.5465	0.7393
0.4356	14.7636	812	0.5385	0.5926	0.5385	0.7338
0.4356	14.8	814	0.5388	0.5538	0.5388	0.7340
0.4356	14.8364	816	0.5483	0.5751	0.5483	0.7405
0.4356	14.8727	818	0.5554	0.5881	0.5554	0.7452
0.4356	14.9091	820	0.5580	0.5881	0.5580	0.7470
0.4356	14.9455	822	0.5597	0.5881	0.5597	0.7482
0.4356	14.9818	824	0.5525	0.5678	0.5525	0.7433
0.4356	15.0182	826	0.5500	0.5751	0.5500	0.7416
0.4356	15.0545	828	0.5570	0.5751	0.5570	0.7463
0.4356	15.0909	830	0.5548	0.5751	0.5548	0.7448
0.4356	15.1273	832	0.5518	0.5538	0.5518	0.7429
0.4356	15.1636	834	0.5466	0.5904	0.5466	0.7393
0.4356	15.2	836	0.5406	0.5904	0.5406	0.7352
0.4356	15.2364	838	0.5444	0.5904	0.5444	0.7378
0.4356	15.2727	840	0.5808	0.5621	0.5808	0.7621
0.4356	15.3091	842	0.6171	0.5249	0.6171	0.7856
0.4356	15.3455	844	0.6221	0.5031	0.6221	0.7887
0.4356	15.3818	846	0.5835	0.5706	0.5835	0.7639
0.4356	15.4182	848	0.5657	0.5678	0.5657	0.7521
0.4356	15.4545	850	0.5493	0.5765	0.5493	0.7412
0.4356	15.4909	852	0.5497	0.5985	0.5497	0.7414
0.4356	15.5273	854	0.5521	0.5904	0.5521	0.7431
0.4356	15.5636	856	0.5476	0.5426	0.5476	0.7400
0.4356	15.6	858	0.5486	0.5426	0.5486	0.7407
0.4356	15.6364	860	0.5540	0.5578	0.5540	0.7443
0.4356	15.6727	862	0.5572	0.5578	0.5572	0.7465
0.4356	15.7091	864	0.5535	0.5904	0.5535	0.7440
0.4356	15.7455	866	0.5520	0.5904	0.5520	0.7430
0.4356	15.7818	868	0.5433	0.5765	0.5433	0.7371
0.4356	15.8182	870	0.5426	0.5361	0.5426	0.7366
0.4356	15.8545	872	0.5473	0.5440	0.5473	0.7398
0.4356	15.8909	874	0.5497	0.5617	0.5497	0.7414
0.4356	15.9273	876	0.5510	0.5538	0.5510	0.7423
0.4356	15.9636	878	0.5539	0.5396	0.5539	0.7442
0.4356	16.0	880	0.5625	0.5232	0.5625	0.7500
0.4356	16.0364	882	0.5892	0.4007	0.5892	0.7676
0.4356	16.0727	884	0.6028	0.4602	0.6028	0.7764
0.4356	16.1091	886	0.5823	0.4684	0.5823	0.7631
0.4356	16.1455	888	0.5702	0.4808	0.5702	0.7551
0.4356	16.1818	890	0.5586	0.5831	0.5586	0.7474
0.4356	16.2182	892	0.5583	0.5452	0.5583	0.7472
0.4356	16.2545	894	0.5624	0.5452	0.5624	0.7499
0.4356	16.2909	896	0.5789	0.5895	0.5789	0.7608
0.4356	16.3273	898	0.5802	0.5483	0.5802	0.7617
0.4356	16.3636	900	0.5990	0.5233	0.5990	0.7739
0.4356	16.4	902	0.6366	0.4613	0.6366	0.7979
0.4356	16.4364	904	0.6400	0.4613	0.6400	0.8000
0.4356	16.4727	906	0.6347	0.4795	0.6347	0.7967
0.4356	16.5091	908	0.6316	0.4795	0.6316	0.7948
0.4356	16.5455	910	0.6497	0.4613	0.6497	0.8060
0.4356	16.5818	912	0.6174	0.5178	0.6174	0.7858
0.4356	16.6182	914	0.5918	0.5299	0.5918	0.7693
0.4356	16.6545	916	0.5838	0.5706	0.5838	0.7641
0.4356	16.6909	918	0.5789	0.5706	0.5789	0.7608
0.4356	16.7273	920	0.6072	0.4747	0.6072	0.7792
0.4356	16.7636	922	0.6441	0.3983	0.6441	0.8026
0.4356	16.8	924	0.6209	0.4747	0.6209	0.7880
0.4356	16.8364	926	0.5701	0.4614	0.5701	0.7551
0.4356	16.8727	928	0.5503	0.6170	0.5503	0.7418
0.4356	16.9091	930	0.5618	0.5273	0.5618	0.7496
0.4356	16.9455	932	0.5663	0.5288	0.5663	0.7525
0.4356	16.9818	934	0.5790	0.5554	0.5790	0.7609
0.4356	17.0182	936	0.6423	0.4359	0.6423	0.8014
0.4356	17.0545	938	0.7044	0.4032	0.7044	0.8393
0.4356	17.0909	940	0.6829	0.4261	0.6829	0.8264
0.4356	17.1273	942	0.6166	0.4892	0.6166	0.7852
0.4356	17.1636	944	0.5757	0.5812	0.5757	0.7587
0.4356	17.2	946	0.5740	0.5377	0.5740	0.7577
0.4356	17.2364	948	0.5803	0.5162	0.5803	0.7618
0.4356	17.2727	950	0.5794	0.5170	0.5794	0.7612
0.4356	17.3091	952	0.5806	0.4970	0.5806	0.7619
0.4356	17.3455	954	0.5743	0.4892	0.5743	0.7578
0.4356	17.3818	956	0.5774	0.5075	0.5774	0.7598
0.4356	17.4182	958	0.5903	0.5467	0.5903	0.7683
0.4356	17.4545	960	0.6028	0.5895	0.6028	0.7764
0.4356	17.4909	962	0.5986	0.5724	0.5986	0.7737
0.4356	17.5273	964	0.5973	0.6096	0.5973	0.7729
0.4356	17.5636	966	0.5906	0.5607	0.5906	0.7685
0.4356	17.6	968	0.5652	0.5943	0.5652	0.7518
0.4356	17.6364	970	0.5576	0.5718	0.5576	0.7467
0.4356	17.6727	972	0.5625	0.5692	0.5625	0.7500
0.4356	17.7091	974	0.5626	0.5660	0.5626	0.7501
0.4356	17.7455	976	0.5652	0.5462	0.5652	0.7518
0.4356	17.7818	978	0.5661	0.6009	0.5661	0.7524
0.4356	17.8182	980	0.5695	0.5890	0.5695	0.7547
0.4356	17.8545	982	0.5867	0.5841	0.5867	0.7660
0.4356	17.8909	984	0.6060	0.5368	0.6060	0.7784
0.4356	17.9273	986	0.6248	0.5299	0.6248	0.7904
0.4356	17.9636	988	0.6150	0.5299	0.6150	0.7842
0.4356	18.0	990	0.6037	0.5438	0.6037	0.7770
0.4356	18.0364	992	0.6079	0.5438	0.6079	0.7797
0.4356	18.0727	994	0.5847	0.5212	0.5847	0.7646
0.4356	18.1091	996	0.5599	0.5611	0.5599	0.7483
0.4356	18.1455	998	0.5531	0.5753	0.5531	0.7437
0.0796	18.1818	1000	0.5497	0.6265	0.5497	0.7414
0.0796	18.2182	1002	0.5488	0.6198	0.5488	0.7408
0.0796	18.2545	1004	0.5526	0.6310	0.5526	0.7434
0.0796	18.2909	1006	0.5589	0.6245	0.5589	0.7476
0.0796	18.3273	1008	0.5562	0.5603	0.5562	0.7458
0.0796	18.3636	1010	0.5547	0.5607	0.5547	0.7448
0.0796	18.4	1012	0.5540	0.5607	0.5540	0.7443
0.0796	18.4364	1014	0.5582	0.5904	0.5582	0.7471

Framework versions

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