ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.6041
• Qwk: 0.4397
• Mse: 0.6041
• Rmse: 0.7773

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	0.0247	2	2.7494	-0.0568	2.7494	1.6581
No log	0.0494	4	1.5417	0.0540	1.5417	1.2416
No log	0.0741	6	1.3053	-0.0808	1.3053	1.1425
No log	0.0988	8	1.3265	-0.1356	1.3265	1.1518
No log	0.1235	10	1.1615	0.0126	1.1615	1.0777
No log	0.1481	12	0.9225	0.1584	0.9225	0.9605
No log	0.1728	14	0.8049	0.2621	0.8049	0.8971
No log	0.1975	16	0.8553	0.2012	0.8553	0.9248
No log	0.2222	18	1.0339	0.2589	1.0339	1.0168
No log	0.2469	20	1.2704	0.1016	1.2704	1.1271
No log	0.2716	22	1.1249	0.1907	1.1249	1.0606
No log	0.2963	24	0.8830	0.2363	0.8830	0.9397
No log	0.3210	26	0.7089	0.3166	0.7089	0.8419
No log	0.3457	28	0.6788	0.3105	0.6788	0.8239
No log	0.3704	30	0.6594	0.3105	0.6594	0.8120
No log	0.3951	32	0.6795	0.3099	0.6795	0.8243
No log	0.4198	34	0.9479	0.3228	0.9479	0.9736
No log	0.4444	36	1.4636	0.0389	1.4636	1.2098
No log	0.4691	38	1.6170	0.0307	1.6170	1.2716
No log	0.4938	40	1.6159	0.0241	1.6159	1.2712
No log	0.5185	42	1.4848	0.0	1.4848	1.2185
No log	0.5432	44	1.1903	0.0557	1.1903	1.0910
No log	0.5679	46	0.9897	0.1550	0.9897	0.9948
No log	0.5926	48	0.8950	0.1139	0.8950	0.9461
No log	0.6173	50	0.8236	0.0840	0.8236	0.9075
No log	0.6420	52	0.7964	0.0428	0.7964	0.8924
No log	0.6667	54	0.7803	0.0608	0.7803	0.8834
No log	0.6914	56	0.7843	0.1225	0.7843	0.8856
No log	0.7160	58	0.8832	0.2843	0.8832	0.9398
No log	0.7407	60	1.0222	0.3455	1.0222	1.0111
No log	0.7654	62	1.0294	0.3082	1.0294	1.0146
No log	0.7901	64	0.8966	0.2518	0.8966	0.9469
No log	0.8148	66	0.7390	0.0888	0.7390	0.8596
No log	0.8395	68	0.7113	0.1236	0.7113	0.8434
No log	0.8642	70	0.7191	0.0889	0.7191	0.8480
No log	0.8889	72	0.7080	0.0889	0.7080	0.8414
No log	0.9136	74	0.6781	0.2063	0.6781	0.8235
No log	0.9383	76	0.6919	0.2490	0.6919	0.8318
No log	0.9630	78	0.7255	0.3187	0.7255	0.8518
No log	0.9877	80	0.8437	0.3155	0.8437	0.9186
No log	1.0123	82	0.8604	0.3270	0.8604	0.9276
No log	1.0370	84	0.7734	0.2430	0.7734	0.8794
No log	1.0617	86	0.7323	0.2041	0.7323	0.8558
No log	1.0864	88	0.7325	0.1942	0.7325	0.8559
No log	1.1111	90	0.7715	0.1409	0.7715	0.8784
No log	1.1358	92	0.8617	0.3034	0.8617	0.9283
No log	1.1605	94	0.9412	0.3461	0.9412	0.9702
No log	1.1852	96	1.0470	0.3377	1.0470	1.0232
No log	1.2099	98	1.0137	0.3403	1.0137	1.0068
No log	1.2346	100	0.8216	0.1995	0.8216	0.9064
No log	1.2593	102	0.7390	0.1181	0.7390	0.8596
No log	1.2840	104	0.7884	0.2103	0.7884	0.8879
No log	1.3086	106	0.8143	0.1372	0.8143	0.9024
No log	1.3333	108	0.8118	0.1372	0.8118	0.9010
No log	1.3580	110	0.7479	0.1372	0.7479	0.8648
No log	1.3827	112	0.6976	0.0798	0.6976	0.8352
No log	1.4074	114	0.7172	0.1648	0.7172	0.8469
No log	1.4321	116	0.7751	0.3105	0.7751	0.8804
No log	1.4568	118	0.9011	0.3538	0.9011	0.9493
No log	1.4815	120	0.9386	0.3538	0.9386	0.9688
No log	1.5062	122	0.7876	0.3105	0.7876	0.8875
No log	1.5309	124	0.6531	0.1815	0.6531	0.8082
No log	1.5556	126	0.6783	0.2754	0.6783	0.8236
No log	1.5802	128	0.8278	0.3294	0.8278	0.9098
No log	1.6049	130	0.8430	0.3294	0.8430	0.9181
No log	1.6296	132	0.8734	0.3538	0.8734	0.9346
No log	1.6543	134	1.0457	0.3038	1.0457	1.0226
No log	1.6790	136	1.0238	0.3038	1.0238	1.0118
No log	1.7037	138	0.8505	0.3538	0.8505	0.9222
No log	1.7284	140	0.7760	0.3991	0.7760	0.8809
No log	1.7531	142	0.7286	0.3819	0.7286	0.8536
No log	1.7778	144	0.6938	0.3637	0.6938	0.8329
No log	1.8025	146	0.6802	0.3637	0.6802	0.8247
No log	1.8272	148	0.6719	0.3637	0.6719	0.8197
No log	1.8519	150	0.6797	0.3637	0.6797	0.8245
No log	1.8765	152	0.6823	0.3770	0.6823	0.8260
No log	1.9012	154	0.6223	0.2950	0.6223	0.7889
No log	1.9259	156	0.5987	0.3556	0.5987	0.7738
No log	1.9506	158	0.6119	0.3509	0.6119	0.7822
No log	1.9753	160	0.6076	0.4613	0.6076	0.7795
No log	2.0	162	0.6190	0.3116	0.6190	0.7867
No log	2.0247	164	0.7276	0.3494	0.7276	0.8530
No log	2.0494	166	0.6912	0.3564	0.6912	0.8314
No log	2.0741	168	0.5631	0.4743	0.5631	0.7504
No log	2.0988	170	0.6213	0.4556	0.6213	0.7882
No log	2.1235	172	0.6398	0.5014	0.6398	0.7999
No log	2.1481	174	0.5914	0.4881	0.5914	0.7690
No log	2.1728	176	0.7176	0.4038	0.7176	0.8471
No log	2.1975	178	0.7765	0.3803	0.7765	0.8812
No log	2.2222	180	0.6851	0.3865	0.6851	0.8277
No log	2.2469	182	0.6146	0.4362	0.6146	0.7840
No log	2.2716	184	0.8080	0.4044	0.8080	0.8989
No log	2.2963	186	1.1329	0.2214	1.1329	1.0644
No log	2.3210	188	1.1782	0.2199	1.1782	1.0854
No log	2.3457	190	1.0163	0.2474	1.0163	1.0081
No log	2.3704	192	0.7655	0.4471	0.7655	0.8749
No log	2.3951	194	0.6564	0.2072	0.6564	0.8102
No log	2.4198	196	0.6666	0.3153	0.6666	0.8165
No log	2.4444	198	0.6590	0.3253	0.6590	0.8118
No log	2.4691	200	0.6493	0.2682	0.6493	0.8058
No log	2.4938	202	0.6437	0.3014	0.6437	0.8023
No log	2.5185	204	0.6202	0.3582	0.6202	0.7875
No log	2.5432	206	0.5954	0.3597	0.5954	0.7716
No log	2.5679	208	0.5969	0.4523	0.5969	0.7726
No log	2.5926	210	0.6241	0.4717	0.6241	0.7900
No log	2.6173	212	0.6078	0.4763	0.6078	0.7796
No log	2.6420	214	0.5749	0.5290	0.5749	0.7582
No log	2.6667	216	0.5608	0.5180	0.5608	0.7489
No log	2.6914	218	0.5883	0.6181	0.5883	0.7670
No log	2.7160	220	0.7003	0.4910	0.7003	0.8369
No log	2.7407	222	0.7308	0.4552	0.7308	0.8549
No log	2.7654	224	0.6607	0.4890	0.6607	0.8128
No log	2.7901	226	0.6015	0.5513	0.6015	0.7756
No log	2.8148	228	0.5480	0.5718	0.5480	0.7403
No log	2.8395	230	0.5511	0.5495	0.5511	0.7424
No log	2.8642	232	0.5630	0.5495	0.5630	0.7503
No log	2.8889	234	0.5369	0.4918	0.5369	0.7328
No log	2.9136	236	0.5602	0.3937	0.5602	0.7485
No log	2.9383	238	0.6259	0.4354	0.6259	0.7911
No log	2.9630	240	0.6570	0.4212	0.6570	0.8106
No log	2.9877	242	0.6724	0.4212	0.6724	0.8200
No log	3.0123	244	0.6550	0.3980	0.6550	0.8093
No log	3.0370	246	0.6143	0.3574	0.6143	0.7838
No log	3.0617	248	0.6312	0.3793	0.6312	0.7945
No log	3.0864	250	0.6329	0.4135	0.6329	0.7955
No log	3.1111	252	0.5932	0.4434	0.5932	0.7702
No log	3.1358	254	0.5862	0.4681	0.5862	0.7657
No log	3.1605	256	0.5612	0.4640	0.5612	0.7491
No log	3.1852	258	0.5463	0.5168	0.5463	0.7391
No log	3.2099	260	0.5342	0.4288	0.5342	0.7309
No log	3.2346	262	0.6220	0.4335	0.6220	0.7887
No log	3.2593	264	0.6742	0.4295	0.6742	0.8211
No log	3.2840	266	0.6617	0.3770	0.6617	0.8134
No log	3.3086	268	0.6036	0.3894	0.6036	0.7769
No log	3.3333	270	0.5454	0.3863	0.5454	0.7385
No log	3.3580	272	0.5344	0.4608	0.5344	0.7310
No log	3.3827	274	0.5122	0.4338	0.5122	0.7157
No log	3.4074	276	0.5205	0.4795	0.5205	0.7214
No log	3.4321	278	0.5774	0.4389	0.5774	0.7599
No log	3.4568	280	0.5275	0.4371	0.5275	0.7263
No log	3.4815	282	0.4930	0.5321	0.4930	0.7021
No log	3.5062	284	0.5727	0.5445	0.5727	0.7568
No log	3.5309	286	0.6022	0.5849	0.6022	0.7760
No log	3.5556	288	0.6383	0.5595	0.6383	0.7989
No log	3.5802	290	0.5788	0.5249	0.5788	0.7608
No log	3.6049	292	0.5004	0.5321	0.5004	0.7074
No log	3.6296	294	0.5164	0.4966	0.5164	0.7186
No log	3.6543	296	0.5098	0.4966	0.5098	0.7140
No log	3.6790	298	0.4987	0.5286	0.4987	0.7062
No log	3.7037	300	0.5122	0.5929	0.5122	0.7157
No log	3.7284	302	0.5276	0.5943	0.5276	0.7264
No log	3.7531	304	0.5286	0.5943	0.5286	0.7271
No log	3.7778	306	0.5222	0.5683	0.5222	0.7226
No log	3.8025	308	0.5204	0.4600	0.5204	0.7214
No log	3.8272	310	0.5279	0.4953	0.5279	0.7266
No log	3.8519	312	0.5425	0.4788	0.5425	0.7366
No log	3.8765	314	0.5602	0.3910	0.5602	0.7485
No log	3.9012	316	0.5578	0.4378	0.5578	0.7469
No log	3.9259	318	0.6416	0.4218	0.6416	0.8010
No log	3.9506	320	0.7836	0.3822	0.7836	0.8852
No log	3.9753	322	0.7665	0.4072	0.7665	0.8755
No log	4.0	324	0.6660	0.4408	0.6660	0.8161
No log	4.0247	326	0.6332	0.3769	0.6332	0.7957
No log	4.0494	328	0.6478	0.4408	0.6478	0.8049
No log	4.0741	330	0.6442	0.4044	0.6442	0.8026
No log	4.0988	332	0.6263	0.3788	0.6263	0.7914
No log	4.1235	334	0.6110	0.3863	0.6110	0.7817
No log	4.1481	336	0.6027	0.3890	0.6027	0.7763
No log	4.1728	338	0.5994	0.3890	0.5994	0.7742
No log	4.1975	340	0.6004	0.4067	0.6004	0.7749
No log	4.2222	342	0.6224	0.4393	0.6224	0.7889
No log	4.2469	344	0.6171	0.4428	0.6171	0.7856
No log	4.2716	346	0.6047	0.4550	0.6047	0.7776
No log	4.2963	348	0.5917	0.4661	0.5917	0.7692
No log	4.3210	350	0.6019	0.5767	0.6019	0.7758
No log	4.3457	352	0.6087	0.5561	0.6087	0.7802
No log	4.3704	354	0.6070	0.5348	0.6070	0.7791
No log	4.3951	356	0.5755	0.5736	0.5755	0.7586
No log	4.4198	358	0.5643	0.5503	0.5643	0.7512
No log	4.4444	360	0.6310	0.4513	0.6310	0.7943
No log	4.4691	362	0.6624	0.4719	0.6624	0.8139
No log	4.4938	364	0.6214	0.4513	0.6214	0.7883
No log	4.5185	366	0.5529	0.4595	0.5529	0.7435
No log	4.5432	368	0.5563	0.4942	0.5563	0.7459
No log	4.5679	370	0.5521	0.5160	0.5521	0.7431
No log	4.5926	372	0.5716	0.5632	0.5716	0.7561
No log	4.6173	374	0.6121	0.5093	0.6121	0.7824
No log	4.6420	376	0.6133	0.4812	0.6133	0.7831
No log	4.6667	378	0.5609	0.5632	0.5609	0.7489
No log	4.6914	380	0.5368	0.5084	0.5368	0.7327
No log	4.7160	382	0.5273	0.4955	0.5273	0.7261
No log	4.7407	384	0.5166	0.5389	0.5166	0.7187
No log	4.7654	386	0.5200	0.5003	0.5200	0.7211
No log	4.7901	388	0.5993	0.5445	0.5993	0.7742
No log	4.8148	390	0.6940	0.4867	0.6940	0.8331
No log	4.8395	392	0.6383	0.4752	0.6383	0.7990
No log	4.8642	394	0.5265	0.5404	0.5265	0.7256
No log	4.8889	396	0.5007	0.6014	0.5007	0.7076
No log	4.9136	398	0.4932	0.6210	0.4932	0.7023
No log	4.9383	400	0.4893	0.6584	0.4893	0.6995
No log	4.9630	402	0.4893	0.5357	0.4893	0.6995
No log	4.9877	404	0.5076	0.4966	0.5076	0.7124
No log	5.0123	406	0.5101	0.5362	0.5101	0.7142
No log	5.0370	408	0.5293	0.4681	0.5293	0.7275
No log	5.0617	410	0.5354	0.4419	0.5354	0.7317
No log	5.0864	412	0.5535	0.4419	0.5535	0.7440
No log	5.1111	414	0.5610	0.4397	0.5610	0.7490
No log	5.1358	416	0.5675	0.4124	0.5675	0.7533
No log	5.1605	418	0.5674	0.4124	0.5674	0.7532
No log	5.1852	420	0.5922	0.3372	0.5922	0.7696
No log	5.2099	422	0.6535	0.4769	0.6535	0.8084
No log	5.2346	424	0.6171	0.4067	0.6171	0.7856
No log	5.2593	426	0.5381	0.4819	0.5381	0.7335
No log	5.2840	428	0.5130	0.5379	0.5130	0.7163
No log	5.3086	430	0.5036	0.5640	0.5036	0.7096
No log	5.3333	432	0.5094	0.5302	0.5094	0.7137
No log	5.3580	434	0.5261	0.5335	0.5261	0.7253
No log	5.3827	436	0.5210	0.4942	0.5210	0.7218
No log	5.4074	438	0.5207	0.5323	0.5207	0.7216
No log	5.4321	440	0.5254	0.4700	0.5254	0.7248
No log	5.4568	442	0.5490	0.4413	0.5490	0.7409
No log	5.4815	444	0.5844	0.4371	0.5844	0.7645
No log	5.5062	446	0.5749	0.4883	0.5749	0.7582
No log	5.5309	448	0.5500	0.5067	0.5500	0.7416
No log	5.5556	450	0.5576	0.4857	0.5576	0.7467
No log	5.5802	452	0.5616	0.5051	0.5616	0.7494
No log	5.6049	454	0.5660	0.5075	0.5660	0.7523
No log	5.6296	456	0.5861	0.4830	0.5861	0.7656
No log	5.6543	458	0.6058	0.4605	0.6058	0.7783
No log	5.6790	460	0.6010	0.4605	0.6010	0.7752
No log	5.7037	462	0.5714	0.4830	0.5714	0.7559
No log	5.7284	464	0.5377	0.4659	0.5377	0.7333
No log	5.7531	466	0.5583	0.5231	0.5583	0.7472
No log	5.7778	468	0.5773	0.4979	0.5773	0.7598
No log	5.8025	470	0.5446	0.5231	0.5446	0.7380
No log	5.8272	472	0.5137	0.5021	0.5137	0.7167
No log	5.8519	474	0.5485	0.4872	0.5485	0.7406
No log	5.8765	476	0.6000	0.4734	0.6000	0.7746
No log	5.9012	478	0.5688	0.4734	0.5688	0.7542
No log	5.9259	480	0.5379	0.5609	0.5379	0.7334
No log	5.9506	482	0.5498	0.4782	0.5498	0.7415
No log	5.9753	484	0.5664	0.4548	0.5664	0.7526
No log	6.0	486	0.5547	0.4068	0.5547	0.7448
No log	6.0247	488	0.5501	0.4878	0.5501	0.7417
No log	6.0494	490	0.5502	0.4878	0.5502	0.7418
No log	6.0741	492	0.5524	0.4878	0.5524	0.7432
No log	6.0988	494	0.5592	0.4059	0.5592	0.7478
No log	6.1235	496	0.5558	0.4878	0.5558	0.7455
No log	6.1481	498	0.5461	0.5133	0.5461	0.7390
0.483	6.1728	500	0.5418	0.5133	0.5418	0.7361
0.483	6.1975	502	0.5403	0.4505	0.5403	0.7350
0.483	6.2222	504	0.5453	0.5266	0.5453	0.7385
0.483	6.2469	506	0.5505	0.5127	0.5505	0.7419
0.483	6.2716	508	0.5538	0.5569	0.5538	0.7442
0.483	6.2963	510	0.5655	0.5299	0.5655	0.7520
0.483	6.3210	512	0.5563	0.5127	0.5563	0.7459
0.483	6.3457	514	0.5438	0.5127	0.5438	0.7374
0.483	6.3704	516	0.5155	0.5687	0.5155	0.7180
0.483	6.3951	518	0.5021	0.5797	0.5021	0.7086
0.483	6.4198	520	0.4949	0.6265	0.4949	0.7035
0.483	6.4444	522	0.5007	0.5692	0.5007	0.7076
0.483	6.4691	524	0.4874	0.6267	0.4874	0.6982
0.483	6.4938	526	0.4909	0.5993	0.4909	0.7006
0.483	6.5185	528	0.5340	0.5765	0.5340	0.7307
0.483	6.5432	530	0.5507	0.5765	0.5507	0.7421
0.483	6.5679	532	0.5202	0.5627	0.5202	0.7212
0.483	6.5926	534	0.4813	0.6060	0.4813	0.6938
0.483	6.6173	536	0.4822	0.6339	0.4822	0.6944
0.483	6.6420	538	0.4884	0.6060	0.4884	0.6989
0.483	6.6667	540	0.5371	0.6047	0.5371	0.7328
0.483	6.6914	542	0.5927	0.5373	0.5927	0.7699
0.483	6.7160	544	0.5887	0.5436	0.5887	0.7672
0.483	6.7407	546	0.5377	0.6047	0.5377	0.7333
0.483	6.7654	548	0.4925	0.6142	0.4925	0.7018
0.483	6.7901	550	0.4985	0.5428	0.4985	0.7060
0.483	6.8148	552	0.4907	0.5517	0.4907	0.7005
0.483	6.8395	554	0.4925	0.5517	0.4925	0.7018
0.483	6.8642	556	0.4962	0.5213	0.4962	0.7044
0.483	6.8889	558	0.5490	0.5918	0.5490	0.7409
0.483	6.9136	560	0.6248	0.5061	0.6248	0.7905
0.483	6.9383	562	0.6491	0.5343	0.6491	0.8057
0.483	6.9630	564	0.5989	0.5315	0.5989	0.7739
0.483	6.9877	566	0.5284	0.5555	0.5284	0.7269
0.483	7.0123	568	0.5150	0.5488	0.5150	0.7176
0.483	7.0370	570	0.5188	0.5567	0.5188	0.7203
0.483	7.0617	572	0.5206	0.4878	0.5206	0.7216
0.483	7.0864	574	0.5238	0.4809	0.5238	0.7237
0.483	7.1111	576	0.5131	0.4809	0.5131	0.7163
0.483	7.1358	578	0.5011	0.4953	0.5011	0.7079
0.483	7.1605	580	0.5014	0.5912	0.5014	0.7081
0.483	7.1852	582	0.5037	0.5396	0.5037	0.7097
0.483	7.2099	584	0.5001	0.5396	0.5001	0.7072
0.483	7.2346	586	0.5069	0.5286	0.5069	0.7119
0.483	7.2593	588	0.5106	0.5286	0.5106	0.7146
0.483	7.2840	590	0.5021	0.5195	0.5021	0.7086
0.483	7.3086	592	0.5087	0.5593	0.5087	0.7132
0.483	7.3333	594	0.5492	0.4872	0.5492	0.7411
0.483	7.3580	596	0.5606	0.5308	0.5606	0.7487
0.483	7.3827	598	0.5413	0.5098	0.5413	0.7358
0.483	7.4074	600	0.5001	0.5671	0.5001	0.7071
0.483	7.4321	602	0.4844	0.6452	0.4844	0.6960
0.483	7.4568	604	0.5420	0.5368	0.5420	0.7362
0.483	7.4815	606	0.6056	0.5190	0.6056	0.7782
0.483	7.5062	608	0.6064	0.5061	0.6064	0.7787
0.483	7.5309	610	0.5506	0.5144	0.5506	0.7420
0.483	7.5556	612	0.5068	0.5028	0.5068	0.7119
0.483	7.5802	614	0.4934	0.6125	0.4934	0.7024
0.483	7.6049	616	0.5075	0.5687	0.5075	0.7124
0.483	7.6296	618	0.5148	0.5687	0.5148	0.7175
0.483	7.6543	620	0.5293	0.5687	0.5293	0.7275
0.483	7.6790	622	0.5226	0.5687	0.5226	0.7229
0.483	7.7037	624	0.5046	0.6129	0.5046	0.7103
0.483	7.7284	626	0.5038	0.5414	0.5038	0.7098
0.483	7.7531	628	0.5234	0.4589	0.5234	0.7235
0.483	7.7778	630	0.5078	0.4632	0.5078	0.7126
0.483	7.8025	632	0.4937	0.6452	0.4937	0.7026
0.483	7.8272	634	0.5131	0.5799	0.5131	0.7163
0.483	7.8519	636	0.5607	0.5013	0.5607	0.7488
0.483	7.8765	638	0.5648	0.4592	0.5648	0.7516
0.483	7.9012	640	0.5262	0.4968	0.5262	0.7254
0.483	7.9259	642	0.5070	0.5625	0.5070	0.7121
0.483	7.9506	644	0.5188	0.6068	0.5188	0.7203
0.483	7.9753	646	0.5334	0.6197	0.5334	0.7304
0.483	8.0	648	0.5289	0.6370	0.5289	0.7273
0.483	8.0247	650	0.5247	0.5698	0.5247	0.7244
0.483	8.0494	652	0.5225	0.5396	0.5225	0.7228
0.483	8.0741	654	0.5249	0.5159	0.5249	0.7245
0.483	8.0988	656	0.5193	0.5189	0.5193	0.7206
0.483	8.1235	658	0.5209	0.4448	0.5209	0.7217
0.483	8.1481	660	0.5180	0.4407	0.5180	0.7197
0.483	8.1728	662	0.5064	0.5698	0.5064	0.7116
0.483	8.1975	664	0.5077	0.6154	0.5077	0.7125
0.483	8.2222	666	0.5079	0.6364	0.5079	0.7127
0.483	8.2469	668	0.5089	0.5875	0.5089	0.7133
0.483	8.2716	670	0.5111	0.5555	0.5111	0.7149
0.483	8.2963	672	0.5233	0.5414	0.5233	0.7234
0.483	8.3210	674	0.5107	0.5152	0.5107	0.7146
0.483	8.3457	676	0.5091	0.5559	0.5091	0.7135
0.483	8.3704	678	0.5504	0.4872	0.5504	0.7419
0.483	8.3951	680	0.6096	0.5155	0.6096	0.7808
0.483	8.4198	682	0.5933	0.5293	0.5933	0.7703
0.483	8.4444	684	0.5463	0.5961	0.5463	0.7391
0.483	8.4691	686	0.5511	0.5781	0.5511	0.7424
0.483	8.4938	688	0.5845	0.5483	0.5845	0.7645
0.483	8.5185	690	0.5781	0.5702	0.5781	0.7603
0.483	8.5432	692	0.5473	0.5352	0.5473	0.7398
0.483	8.5679	694	0.5273	0.5589	0.5273	0.7261
0.483	8.5926	696	0.5299	0.5574	0.5299	0.7279
0.483	8.6173	698	0.5289	0.5677	0.5289	0.7272
0.483	8.6420	700	0.5359	0.5672	0.5359	0.7321
0.483	8.6667	702	0.5628	0.4802	0.5628	0.7502
0.483	8.6914	704	0.5721	0.4632	0.5721	0.7564
0.483	8.7160	706	0.5628	0.4345	0.5628	0.7502
0.483	8.7407	708	0.5428	0.5250	0.5428	0.7367
0.483	8.7654	710	0.5488	0.4601	0.5488	0.7408
0.483	8.7901	712	0.5659	0.4642	0.5659	0.7523
0.483	8.8148	714	0.5577	0.4864	0.5577	0.7468
0.483	8.8395	716	0.5246	0.5272	0.5246	0.7243
0.483	8.8642	718	0.5135	0.5373	0.5135	0.7166
0.483	8.8889	720	0.5255	0.5687	0.5255	0.7249
0.483	8.9136	722	0.5664	0.5945	0.5664	0.7526
0.483	8.9383	724	0.5790	0.5874	0.5790	0.7609
0.483	8.9630	726	0.5500	0.5895	0.5500	0.7416
0.483	8.9877	728	0.5258	0.5008	0.5258	0.7251
0.483	9.0123	730	0.5161	0.5589	0.5161	0.7184
0.483	9.0370	732	0.5241	0.5473	0.5241	0.7239
0.483	9.0617	734	0.5515	0.5032	0.5515	0.7426
0.483	9.0864	736	0.5740	0.4724	0.5740	0.7576
0.483	9.1111	738	0.5775	0.4179	0.5775	0.7599
0.483	9.1358	740	0.5839	0.4397	0.5839	0.7642
0.483	9.1605	742	0.6041	0.4397	0.6041	0.7773

Framework versions

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