ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_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: 0.5804
• Qwk: 0.6681
• Mse: 0.5804
• Rmse: 0.7619

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	0.0323	2	3.9671	-0.0232	3.9671	1.9918
No log	0.0645	4	2.4621	-0.0161	2.4621	1.5691
No log	0.0968	6	1.9684	-0.0371	1.9684	1.4030
No log	0.1290	8	1.2255	0.2100	1.2255	1.1070
No log	0.1613	10	1.5351	-0.0673	1.5351	1.2390
No log	0.1935	12	1.3078	-0.0751	1.3078	1.1436
No log	0.2258	14	1.3809	-0.0647	1.3809	1.1751
No log	0.2581	16	1.7064	-0.0921	1.7064	1.3063
No log	0.2903	18	1.5273	-0.0836	1.5273	1.2358
No log	0.3226	20	1.4202	-0.0661	1.4202	1.1917
No log	0.3548	22	1.2120	0.1389	1.2120	1.1009
No log	0.3871	24	1.1839	0.1389	1.1839	1.0881
No log	0.4194	26	1.1791	0.1537	1.1791	1.0859
No log	0.4516	28	1.2002	0.1927	1.2002	1.0955
No log	0.4839	30	1.1621	0.2282	1.1621	1.0780
No log	0.5161	32	1.1810	0.2282	1.1810	1.0867
No log	0.5484	34	1.0703	0.3122	1.0703	1.0346
No log	0.5806	36	1.0283	0.2788	1.0283	1.0141
No log	0.6129	38	1.0048	0.3446	1.0048	1.0024
No log	0.6452	40	1.0117	0.3204	1.0117	1.0058
No log	0.6774	42	1.0119	0.3924	1.0119	1.0059
No log	0.7097	44	1.0506	0.3988	1.0506	1.0250
No log	0.7419	46	1.3694	0.3157	1.3694	1.1702
No log	0.7742	48	1.4640	0.2759	1.4640	1.2100
No log	0.8065	50	1.0652	0.3934	1.0652	1.0321
No log	0.8387	52	0.8716	0.5090	0.8716	0.9336
No log	0.8710	54	0.8808	0.4459	0.8808	0.9385
No log	0.9032	56	1.0768	0.3284	1.0768	1.0377
No log	0.9355	58	1.4179	0.2200	1.4179	1.1908
No log	0.9677	60	1.3449	0.2576	1.3449	1.1597
No log	1.0	62	0.9960	0.3870	0.9960	0.9980
No log	1.0323	64	0.8953	0.4382	0.8953	0.9462
No log	1.0645	66	0.9115	0.3879	0.9115	0.9547
No log	1.0968	68	0.8666	0.5133	0.8666	0.9309
No log	1.1290	70	1.0487	0.4033	1.0487	1.0241
No log	1.1613	72	1.1514	0.4288	1.1514	1.0730
No log	1.1935	74	0.9921	0.4033	0.9921	0.9961
No log	1.2258	76	0.8632	0.4973	0.8632	0.9291
No log	1.2581	78	0.8750	0.5070	0.8750	0.9354
No log	1.2903	80	0.8744	0.5152	0.8744	0.9351
No log	1.3226	82	0.9596	0.4497	0.9596	0.9796
No log	1.3548	84	1.0987	0.3584	1.0987	1.0482
No log	1.3871	86	0.9245	0.3694	0.9245	0.9615
No log	1.4194	88	0.8110	0.5312	0.8110	0.9006
No log	1.4516	90	0.8163	0.4888	0.8163	0.9035
No log	1.4839	92	0.9284	0.4149	0.9284	0.9635
No log	1.5161	94	0.6986	0.5971	0.6986	0.8358
No log	1.5484	96	0.6486	0.5856	0.6486	0.8053
No log	1.5806	98	0.7687	0.4929	0.7687	0.8768
No log	1.6129	100	1.0295	0.3922	1.0295	1.0147
No log	1.6452	102	0.9484	0.4510	0.9484	0.9738
No log	1.6774	104	0.5783	0.6911	0.5783	0.7605
No log	1.7097	106	0.5478	0.6649	0.5478	0.7401
No log	1.7419	108	0.5411	0.6762	0.5411	0.7356
No log	1.7742	110	0.6159	0.6164	0.6159	0.7848
No log	1.8065	112	0.5754	0.6584	0.5754	0.7586
No log	1.8387	114	0.5927	0.6400	0.5927	0.7699
No log	1.8710	116	0.5753	0.6649	0.5753	0.7585
No log	1.9032	118	0.5767	0.6589	0.5767	0.7594
No log	1.9355	120	0.5728	0.6697	0.5728	0.7569
No log	1.9677	122	0.5615	0.6888	0.5615	0.7493
No log	2.0	124	0.5614	0.6888	0.5614	0.7492
No log	2.0323	126	0.5607	0.6814	0.5607	0.7488
No log	2.0645	128	0.5642	0.6814	0.5642	0.7511
No log	2.0968	130	0.5802	0.6286	0.5802	0.7617
No log	2.1290	132	0.5826	0.6272	0.5826	0.7633
No log	2.1613	134	0.5959	0.5770	0.5959	0.7719
No log	2.1935	136	0.6527	0.6163	0.6527	0.8079
No log	2.2258	138	0.5716	0.6846	0.5716	0.7560
No log	2.2581	140	0.5636	0.6846	0.5636	0.7507
No log	2.2903	142	0.6381	0.6330	0.6381	0.7988
No log	2.3226	144	0.7492	0.5170	0.7492	0.8656
No log	2.3548	146	0.7831	0.5177	0.7831	0.8849
No log	2.3871	148	0.7014	0.5379	0.7014	0.8375
No log	2.4194	150	0.7788	0.5047	0.7788	0.8825
No log	2.4516	152	0.8843	0.4982	0.8843	0.9404
No log	2.4839	154	0.8066	0.5585	0.8066	0.8981
No log	2.5161	156	0.6538	0.6223	0.6538	0.8086
No log	2.5484	158	0.6056	0.6610	0.6056	0.7782
No log	2.5806	160	0.6297	0.6555	0.6297	0.7936
No log	2.6129	162	0.6541	0.6154	0.6541	0.8087
No log	2.6452	164	0.6402	0.6555	0.6402	0.8001
No log	2.6774	166	0.6872	0.5823	0.6872	0.8290
No log	2.7097	168	0.7784	0.6026	0.7784	0.8823
No log	2.7419	170	0.6734	0.6286	0.6734	0.8206
No log	2.7742	172	0.6125	0.6356	0.6125	0.7826
No log	2.8065	174	0.6233	0.5459	0.6233	0.7895
No log	2.8387	176	0.7873	0.5381	0.7873	0.8873
No log	2.8710	178	0.9092	0.4844	0.9092	0.9535
No log	2.9032	180	0.9095	0.4522	0.9095	0.9537
No log	2.9355	182	0.7170	0.5770	0.7170	0.8468
No log	2.9677	184	0.6740	0.5690	0.6740	0.8210
No log	3.0	186	0.6819	0.5809	0.6819	0.8258
No log	3.0323	188	0.7434	0.5625	0.7434	0.8622
No log	3.0645	190	0.7884	0.5350	0.7884	0.8879
No log	3.0968	192	0.7465	0.5115	0.7465	0.8640
No log	3.1290	194	0.7564	0.5233	0.7564	0.8697
No log	3.1613	196	0.7448	0.5471	0.7448	0.8630
No log	3.1935	198	0.6657	0.5530	0.6657	0.8159
No log	3.2258	200	0.6521	0.5917	0.6521	0.8075
No log	3.2581	202	0.7820	0.5595	0.7820	0.8843
No log	3.2903	204	0.9457	0.4214	0.9457	0.9725
No log	3.3226	206	0.8245	0.5186	0.8245	0.9080
No log	3.3548	208	0.6289	0.6120	0.6289	0.7930
No log	3.3871	210	0.5629	0.6154	0.5629	0.7503
No log	3.4194	212	0.5898	0.5783	0.5898	0.7680
No log	3.4516	214	0.6230	0.5917	0.6230	0.7893
No log	3.4839	216	0.7101	0.6476	0.7101	0.8427
No log	3.5161	218	0.7444	0.6279	0.7444	0.8628
No log	3.5484	220	0.6881	0.5588	0.6881	0.8295
No log	3.5806	222	0.6450	0.5549	0.6450	0.8031
No log	3.6129	224	0.6465	0.5917	0.6465	0.8041
No log	3.6452	226	0.7068	0.5804	0.7068	0.8407
No log	3.6774	228	0.7309	0.5878	0.7309	0.8549
No log	3.7097	230	0.6476	0.6150	0.6476	0.8047
No log	3.7419	232	0.6229	0.6259	0.6229	0.7892
No log	3.7742	234	0.6882	0.5816	0.6882	0.8296
No log	3.8065	236	0.7227	0.5951	0.7227	0.8501
No log	3.8387	238	0.7116	0.5370	0.7116	0.8436
No log	3.8710	240	0.7326	0.5720	0.7326	0.8559
No log	3.9032	242	0.7196	0.5134	0.7196	0.8483
No log	3.9355	244	0.6825	0.5471	0.6825	0.8261
No log	3.9677	246	0.6649	0.5793	0.6649	0.8154
No log	4.0	248	0.7490	0.5902	0.7490	0.8655
No log	4.0323	250	0.8267	0.5780	0.8267	0.9092
No log	4.0645	252	0.9252	0.48	0.9252	0.9619
No log	4.0968	254	0.8063	0.5780	0.8063	0.8980
No log	4.1290	256	0.7921	0.5177	0.7921	0.8900
No log	4.1613	258	0.6315	0.6506	0.6315	0.7947
No log	4.1935	260	0.5661	0.6256	0.5661	0.7524
No log	4.2258	262	0.6710	0.6420	0.6710	0.8192
No log	4.2581	264	1.0654	0.4016	1.0654	1.0322
No log	4.2903	266	1.0659	0.4016	1.0659	1.0324
No log	4.3226	268	0.6954	0.6380	0.6954	0.8339
No log	4.3548	270	0.5397	0.6804	0.5397	0.7347
No log	4.3871	272	0.5434	0.6424	0.5434	0.7371
No log	4.4194	274	0.5488	0.6705	0.5488	0.7408
No log	4.4516	276	0.6245	0.6362	0.6245	0.7903
No log	4.4839	278	0.5562	0.6535	0.5562	0.7458
No log	4.5161	280	0.5502	0.6054	0.5502	0.7418
No log	4.5484	282	0.5564	0.5847	0.5564	0.7459
No log	4.5806	284	0.5482	0.6217	0.5482	0.7404
No log	4.6129	286	0.6246	0.5805	0.6246	0.7903
No log	4.6452	288	0.6048	0.5566	0.6048	0.7777
No log	4.6774	290	0.5323	0.6259	0.5323	0.7296
No log	4.7097	292	0.5764	0.6500	0.5764	0.7592
No log	4.7419	294	0.5577	0.6814	0.5577	0.7468
No log	4.7742	296	0.5690	0.6479	0.5690	0.7543
No log	4.8065	298	0.8153	0.5480	0.8153	0.9029
No log	4.8387	300	0.8912	0.5203	0.8912	0.9440
No log	4.8710	302	0.6916	0.5920	0.6916	0.8316
No log	4.9032	304	0.5699	0.6217	0.5699	0.7549
No log	4.9355	306	0.5419	0.6466	0.5419	0.7361
No log	4.9677	308	0.5472	0.6353	0.5472	0.7397
No log	5.0	310	0.5509	0.6353	0.5509	0.7423
No log	5.0323	312	0.5606	0.6013	0.5606	0.7487
No log	5.0645	314	0.5696	0.5618	0.5696	0.7547
No log	5.0968	316	0.5778	0.5735	0.5778	0.7601
No log	5.1290	318	0.5796	0.6144	0.5796	0.7613
No log	5.1613	320	0.5885	0.6500	0.5885	0.7672
No log	5.1935	322	0.6119	0.6664	0.6119	0.7823
No log	5.2258	324	0.6002	0.7077	0.6002	0.7747
No log	5.2581	326	0.6052	0.6966	0.6052	0.7779
No log	5.2903	328	0.6018	0.6578	0.6018	0.7758
No log	5.3226	330	0.6012	0.6383	0.6012	0.7754
No log	5.3548	332	0.5893	0.6316	0.5893	0.7676
No log	5.3871	334	0.6037	0.6184	0.6037	0.7770
No log	5.4194	336	0.6032	0.6080	0.6032	0.7766
No log	5.4516	338	0.5774	0.6174	0.5774	0.7599
No log	5.4839	340	0.5532	0.6407	0.5532	0.7438
No log	5.5161	342	0.5901	0.6035	0.5901	0.7682
No log	5.5484	344	0.6782	0.6014	0.6782	0.8235
No log	5.5806	346	0.6247	0.5782	0.6247	0.7904
No log	5.6129	348	0.5903	0.6217	0.5903	0.7683
No log	5.6452	350	0.6157	0.6589	0.6158	0.7847
No log	5.6774	352	0.7190	0.5607	0.7190	0.8480
No log	5.7097	354	0.8428	0.5351	0.8428	0.9181
No log	5.7419	356	0.8190	0.5694	0.8190	0.9050
No log	5.7742	358	0.6420	0.6628	0.6420	0.8013
No log	5.8065	360	0.6210	0.6904	0.6210	0.7880
No log	5.8387	362	0.5897	0.6417	0.5897	0.7679
No log	5.8710	364	0.5836	0.5859	0.5836	0.7640
No log	5.9032	366	0.5871	0.5562	0.5871	0.7662
No log	5.9355	368	0.7054	0.6150	0.7054	0.8399
No log	5.9677	370	0.8159	0.5801	0.8159	0.9033
No log	6.0	372	0.7882	0.5387	0.7882	0.8878
No log	6.0323	374	0.6639	0.6627	0.6639	0.8148
No log	6.0645	376	0.5396	0.6464	0.5396	0.7346
No log	6.0968	378	0.5932	0.6867	0.5932	0.7702
No log	6.1290	380	0.5598	0.6906	0.5598	0.7482
No log	6.1613	382	0.5384	0.6683	0.5384	0.7338
No log	6.1935	384	0.5476	0.6410	0.5476	0.7400
No log	6.2258	386	0.5484	0.6133	0.5484	0.7405
No log	6.2581	388	0.5714	0.5966	0.5714	0.7559
No log	6.2903	390	0.5923	0.5882	0.5923	0.7696
No log	6.3226	392	0.6145	0.6108	0.6145	0.7839
No log	6.3548	394	0.6156	0.5845	0.6156	0.7846
No log	6.3871	396	0.6650	0.6073	0.6650	0.8155
No log	6.4194	398	0.6958	0.6228	0.6958	0.8341
No log	6.4516	400	0.6280	0.6314	0.6280	0.7925
No log	6.4839	402	0.6015	0.6638	0.6015	0.7755
No log	6.5161	404	0.5859	0.6316	0.5859	0.7654
No log	6.5484	406	0.6211	0.6275	0.6211	0.7881
No log	6.5806	408	0.6806	0.6331	0.6806	0.8250
No log	6.6129	410	0.6330	0.6035	0.6330	0.7956
No log	6.6452	412	0.5660	0.6537	0.5660	0.7523
No log	6.6774	414	0.5746	0.6470	0.5746	0.7580
No log	6.7097	416	0.6201	0.5884	0.6201	0.7875
No log	6.7419	418	0.6140	0.5884	0.6140	0.7836
No log	6.7742	420	0.5600	0.6658	0.5600	0.7483
No log	6.8065	422	0.5779	0.6157	0.5779	0.7602
No log	6.8387	424	0.5748	0.6314	0.5748	0.7582
No log	6.8710	426	0.5511	0.6598	0.5511	0.7423
No log	6.9032	428	0.6628	0.6818	0.6628	0.8141
No log	6.9355	430	0.7212	0.6405	0.7212	0.8492
No log	6.9677	432	0.6428	0.6285	0.6428	0.8017
No log	7.0	434	0.5807	0.6049	0.5807	0.7620
No log	7.0323	436	0.5808	0.6354	0.5808	0.7621
No log	7.0645	438	0.6045	0.5879	0.6045	0.7775
No log	7.0968	440	0.5996	0.5865	0.5996	0.7743
No log	7.1290	442	0.5808	0.6697	0.5808	0.7621
No log	7.1613	444	0.5803	0.6748	0.5803	0.7618
No log	7.1935	446	0.5928	0.6697	0.5928	0.7700
No log	7.2258	448	0.5947	0.6846	0.5947	0.7712
No log	7.2581	450	0.5801	0.7064	0.5801	0.7616
No log	7.2903	452	0.5717	0.6853	0.5717	0.7561
No log	7.3226	454	0.5761	0.6740	0.5761	0.7590
No log	7.3548	456	0.5599	0.6959	0.5599	0.7483
No log	7.3871	458	0.5548	0.6959	0.5548	0.7448
No log	7.4194	460	0.5533	0.7168	0.5533	0.7439
No log	7.4516	462	0.5580	0.6903	0.5580	0.7470
No log	7.4839	464	0.5635	0.6526	0.5635	0.7507
No log	7.5161	466	0.5593	0.6903	0.5593	0.7479
No log	7.5484	468	0.5540	0.7224	0.5540	0.7443
No log	7.5806	470	0.5479	0.7225	0.5479	0.7402
No log	7.6129	472	0.5594	0.7120	0.5594	0.7480
No log	7.6452	474	0.5435	0.7070	0.5435	0.7372
No log	7.6774	476	0.5474	0.7010	0.5474	0.7399
No log	7.7097	478	0.5521	0.6636	0.5521	0.7430
No log	7.7419	480	0.5552	0.6227	0.5552	0.7451
No log	7.7742	482	0.5713	0.6269	0.5713	0.7558
No log	7.8065	484	0.5714	0.5843	0.5714	0.7559
No log	7.8387	486	0.5711	0.6641	0.5711	0.7557
No log	7.8710	488	0.5766	0.6215	0.5766	0.7593
No log	7.9032	490	0.5829	0.6215	0.5829	0.7635
No log	7.9355	492	0.5942	0.5865	0.5942	0.7708
No log	7.9677	494	0.5989	0.5865	0.5989	0.7739
No log	8.0	496	0.5933	0.5865	0.5933	0.7702
No log	8.0323	498	0.6060	0.5645	0.6060	0.7785
0.2695	8.0645	500	0.6117	0.5645	0.6117	0.7821
0.2695	8.0968	502	0.6029	0.5645	0.6029	0.7765
0.2695	8.1290	504	0.5858	0.6144	0.5858	0.7654
0.2695	8.1613	506	0.5921	0.5945	0.5921	0.7695
0.2695	8.1935	508	0.6168	0.5876	0.6168	0.7854
0.2695	8.2258	510	0.6663	0.5860	0.6663	0.8162
0.2695	8.2581	512	0.7283	0.5951	0.7283	0.8534
0.2695	8.2903	514	0.7233	0.5642	0.7233	0.8505
0.2695	8.3226	516	0.6393	0.6032	0.6393	0.7995
0.2695	8.3548	518	0.6416	0.6194	0.6416	0.8010
0.2695	8.3871	520	0.7119	0.6426	0.7119	0.8437
0.2695	8.4194	522	0.7582	0.6202	0.7582	0.8707
0.2695	8.4516	524	0.7806	0.6172	0.7806	0.8835
0.2695	8.4839	526	0.6691	0.5793	0.6691	0.8180
0.2695	8.5161	528	0.6123	0.5622	0.6123	0.7825
0.2695	8.5484	530	0.6043	0.6311	0.6043	0.7773
0.2695	8.5806	532	0.5898	0.6374	0.5898	0.7680
0.2695	8.6129	534	0.6170	0.5969	0.6170	0.7855
0.2695	8.6452	536	0.7010	0.6622	0.7010	0.8373
0.2695	8.6774	538	0.6772	0.6184	0.6772	0.8229
0.2695	8.7097	540	0.5867	0.6215	0.5867	0.7660
0.2695	8.7419	542	0.6072	0.6815	0.6072	0.7792
0.2695	8.7742	544	0.6898	0.6292	0.6898	0.8305
0.2695	8.8065	546	0.6842	0.5963	0.6842	0.8272
0.2695	8.8387	548	0.6086	0.6539	0.6086	0.7801
0.2695	8.8710	550	0.5698	0.5759	0.5698	0.7549
0.2695	8.9032	552	0.5688	0.6195	0.5688	0.7542
0.2695	8.9355	554	0.5534	0.6349	0.5534	0.7439
0.2695	8.9677	556	0.5478	0.6641	0.5478	0.7401
0.2695	9.0	558	0.5796	0.6806	0.5796	0.7613
0.2695	9.0323	560	0.6211	0.6689	0.6211	0.7881
0.2695	9.0645	562	0.5917	0.6798	0.5917	0.7692
0.2695	9.0968	564	0.5509	0.7245	0.5509	0.7422
0.2695	9.1290	566	0.5419	0.7245	0.5419	0.7362
0.2695	9.1613	568	0.5378	0.7108	0.5378	0.7333
0.2695	9.1935	570	0.5428	0.6756	0.5428	0.7368
0.2695	9.2258	572	0.5752	0.6673	0.5752	0.7584
0.2695	9.2581	574	0.5701	0.6488	0.5701	0.7550
0.2695	9.2903	576	0.5459	0.6564	0.5459	0.7389
0.2695	9.3226	578	0.5881	0.6552	0.5881	0.7669
0.2695	9.3548	580	0.6759	0.6174	0.6759	0.8221
0.2695	9.3871	582	0.7020	0.6490	0.7020	0.8379
0.2695	9.4194	584	0.6868	0.6611	0.6868	0.8288
0.2695	9.4516	586	0.6665	0.6253	0.6665	0.8164
0.2695	9.4839	588	0.5918	0.6653	0.5918	0.7693
0.2695	9.5161	590	0.5799	0.6544	0.5799	0.7615
0.2695	9.5484	592	0.5854	0.6368	0.5854	0.7651
0.2695	9.5806	594	0.5921	0.6368	0.5921	0.7695
0.2695	9.6129	596	0.6229	0.6891	0.6229	0.7893
0.2695	9.6452	598	0.7020	0.5833	0.7020	0.8379
0.2695	9.6774	600	0.7194	0.5833	0.7194	0.8482
0.2695	9.7097	602	0.6204	0.6586	0.6204	0.7877
0.2695	9.7419	604	0.5743	0.5902	0.5743	0.7578
0.2695	9.7742	606	0.5889	0.5932	0.5889	0.7674
0.2695	9.8065	608	0.5851	0.5833	0.5851	0.7649
0.2695	9.8387	610	0.6329	0.5593	0.6329	0.7956
0.2695	9.8710	612	0.7188	0.5839	0.7188	0.8478
0.2695	9.9032	614	0.7922	0.5077	0.7922	0.8900
0.2695	9.9355	616	0.7113	0.6008	0.7113	0.8434
0.2695	9.9677	618	0.5716	0.6544	0.5716	0.7561
0.2695	10.0	620	0.5758	0.6371	0.5758	0.7588
0.2695	10.0323	622	0.6512	0.6632	0.6512	0.8070
0.2695	10.0645	624	0.6729	0.6459	0.6729	0.8203
0.2695	10.0968	626	0.6070	0.6177	0.6070	0.7791
0.2695	10.1290	628	0.5559	0.6985	0.5559	0.7456
0.2695	10.1613	630	0.5694	0.6497	0.5694	0.7546
0.2695	10.1935	632	0.6033	0.6581	0.6033	0.7767
0.2695	10.2258	634	0.6741	0.5632	0.6741	0.8211
0.2695	10.2581	636	0.6538	0.6204	0.6538	0.8086
0.2695	10.2903	638	0.6026	0.6065	0.6026	0.7763
0.2695	10.3226	640	0.6372	0.5459	0.6372	0.7983
0.2695	10.3548	642	0.6709	0.5079	0.6709	0.8191
0.2695	10.3871	644	0.6694	0.5003	0.6694	0.8182
0.2695	10.4194	646	0.6847	0.5057	0.6847	0.8275
0.2695	10.4516	648	0.7125	0.6394	0.7125	0.8441
0.2695	10.4839	650	0.6931	0.5348	0.6931	0.8325
0.2695	10.5161	652	0.6693	0.6163	0.6693	0.8181
0.2695	10.5484	654	0.6187	0.6394	0.6187	0.7866
0.2695	10.5806	656	0.5741	0.6337	0.5741	0.7577
0.2695	10.6129	658	0.5659	0.6337	0.5659	0.7522
0.2695	10.6452	660	0.5943	0.5946	0.5943	0.7709
0.2695	10.6774	662	0.6177	0.6055	0.6177	0.7860
0.2695	10.7097	664	0.5811	0.6906	0.5811	0.7623
0.2695	10.7419	666	0.5670	0.6175	0.5670	0.7530
0.2695	10.7742	668	0.5722	0.6217	0.5722	0.7565
0.2695	10.8065	670	0.6058	0.6337	0.6058	0.7783
0.2695	10.8387	672	0.7300	0.5372	0.7300	0.8544
0.2695	10.8710	674	0.8969	0.4278	0.8969	0.9471
0.2695	10.9032	676	0.9275	0.4503	0.9275	0.9630
0.2695	10.9355	678	0.8170	0.5069	0.8170	0.9039
0.2695	10.9677	680	0.6493	0.6217	0.6493	0.8058
0.2695	11.0	682	0.6470	0.5986	0.6470	0.8044
0.2695	11.0323	684	0.6959	0.6015	0.6959	0.8342
0.2695	11.0645	686	0.6755	0.5938	0.6755	0.8219
0.2695	11.0968	688	0.6016	0.6407	0.6016	0.7756
0.2695	11.1290	690	0.6008	0.6393	0.6008	0.7751
0.2695	11.1613	692	0.6452	0.5909	0.6452	0.8032
0.2695	11.1935	694	0.6359	0.6253	0.6359	0.7974
0.2695	11.2258	696	0.5678	0.6897	0.5678	0.7536
0.2695	11.2581	698	0.5618	0.7087	0.5618	0.7496
0.2695	11.2903	700	0.5925	0.6605	0.5925	0.7697
0.2695	11.3226	702	0.6019	0.6605	0.6019	0.7758
0.2695	11.3548	704	0.5680	0.7087	0.5680	0.7537
0.2695	11.3871	706	0.5503	0.6632	0.5503	0.7418
0.2695	11.4194	708	0.5669	0.6407	0.5669	0.7530
0.2695	11.4516	710	0.5739	0.5759	0.5739	0.7576
0.2695	11.4839	712	0.5757	0.5886	0.5757	0.7588
0.2695	11.5161	714	0.5660	0.6219	0.5660	0.7524
0.2695	11.5484	716	0.5550	0.6690	0.5550	0.7450
0.2695	11.5806	718	0.5551	0.6658	0.5551	0.7451
0.2695	11.6129	720	0.5656	0.6804	0.5656	0.7521
0.2695	11.6452	722	0.5618	0.6838	0.5618	0.7495
0.2695	11.6774	724	0.5639	0.6745	0.5639	0.7509
0.2695	11.7097	726	0.5867	0.6575	0.5867	0.7660
0.2695	11.7419	728	0.6181	0.6179	0.6181	0.7862
0.2695	11.7742	730	0.6044	0.5923	0.6044	0.7774
0.2695	11.8065	732	0.5692	0.6325	0.5692	0.7545
0.2695	11.8387	734	0.5369	0.6452	0.5369	0.7327
0.2695	11.8710	736	0.5457	0.6963	0.5457	0.7387
0.2695	11.9032	738	0.5593	0.6977	0.5593	0.7478
0.2695	11.9355	740	0.5408	0.7336	0.5408	0.7354
0.2695	11.9677	742	0.5353	0.7077	0.5353	0.7317
0.2695	12.0	744	0.5432	0.6756	0.5432	0.7370
0.2695	12.0323	746	0.5563	0.6365	0.5563	0.7458
0.2695	12.0645	748	0.5419	0.6589	0.5419	0.7362
0.2695	12.0968	750	0.5384	0.6358	0.5384	0.7338
0.2695	12.1290	752	0.5435	0.6692	0.5435	0.7372
0.2695	12.1613	754	0.5393	0.6692	0.5393	0.7344
0.2695	12.1935	756	0.5179	0.6911	0.5179	0.7197
0.2695	12.2258	758	0.5179	0.7103	0.5179	0.7196
0.2695	12.2581	760	0.5156	0.7001	0.5156	0.7180
0.2695	12.2903	762	0.5272	0.6838	0.5272	0.7261
0.2695	12.3226	764	0.5492	0.6838	0.5492	0.7411
0.2695	12.3548	766	0.6327	0.6430	0.6327	0.7954
0.2695	12.3871	768	0.6317	0.6317	0.6317	0.7948
0.2695	12.4194	770	0.5451	0.6970	0.5451	0.7383
0.2695	12.4516	772	0.5122	0.6788	0.5122	0.7157
0.2695	12.4839	774	0.5195	0.6973	0.5195	0.7208
0.2695	12.5161	776	0.5250	0.6724	0.5250	0.7246
0.2695	12.5484	778	0.5114	0.6772	0.5114	0.7151
0.2695	12.5806	780	0.5016	0.7323	0.5016	0.7082
0.2695	12.6129	782	0.5421	0.7448	0.5421	0.7363
0.2695	12.6452	784	0.6148	0.6356	0.6148	0.7841
0.2695	12.6774	786	0.6177	0.6365	0.6177	0.7860
0.2695	12.7097	788	0.5519	0.6985	0.5519	0.7429
0.2695	12.7419	790	0.4934	0.7326	0.4934	0.7024
0.2695	12.7742	792	0.4821	0.7117	0.4821	0.6943
0.2695	12.8065	794	0.4786	0.7423	0.4786	0.6918
0.2695	12.8387	796	0.4777	0.7423	0.4777	0.6911
0.2695	12.8710	798	0.4951	0.7728	0.4951	0.7036
0.2695	12.9032	800	0.5048	0.7429	0.5048	0.7105
0.2695	12.9355	802	0.4998	0.7368	0.4998	0.7070
0.2695	12.9677	804	0.5060	0.6648	0.5060	0.7113
0.2695	13.0	806	0.5175	0.6648	0.5175	0.7194
0.2695	13.0323	808	0.5266	0.6528	0.5266	0.7257
0.2695	13.0645	810	0.5295	0.6488	0.5295	0.7277
0.2695	13.0968	812	0.5324	0.6768	0.5324	0.7297
0.2695	13.1290	814	0.5591	0.7154	0.5591	0.7477
0.2695	13.1613	816	0.5741	0.7154	0.5741	0.7577
0.2695	13.1935	818	0.5470	0.7382	0.5470	0.7396
0.2695	13.2258	820	0.5368	0.7286	0.5368	0.7327
0.2695	13.2581	822	0.5061	0.7379	0.5061	0.7114
0.2695	13.2903	824	0.4943	0.7473	0.4943	0.7031
0.2695	13.3226	826	0.4943	0.7379	0.4943	0.7031
0.2695	13.3548	828	0.4917	0.7371	0.4917	0.7012
0.2695	13.3871	830	0.4979	0.6788	0.4979	0.7056
0.2695	13.4194	832	0.5208	0.6673	0.5208	0.7216
0.2695	13.4516	834	0.5444	0.6432	0.5444	0.7378
0.2695	13.4839	836	0.5227	0.6262	0.5227	0.7230
0.2695	13.5161	838	0.5166	0.6186	0.5166	0.7188
0.2695	13.5484	840	0.5309	0.6824	0.5309	0.7286
0.2695	13.5806	842	0.5940	0.6563	0.5940	0.7707
0.2695	13.6129	844	0.6279	0.6534	0.6279	0.7924
0.2695	13.6452	846	0.6620	0.6092	0.6620	0.8136
0.2695	13.6774	848	0.5859	0.7049	0.5859	0.7655
0.2695	13.7097	850	0.5420	0.6762	0.5420	0.7362
0.2695	13.7419	852	0.5701	0.6269	0.5701	0.7550
0.2695	13.7742	854	0.5840	0.6357	0.5840	0.7642
0.2695	13.8065	856	0.5682	0.6717	0.5682	0.7538
0.2695	13.8387	858	0.5587	0.6667	0.5587	0.7474
0.2695	13.8710	860	0.5857	0.6820	0.5857	0.7653
0.2695	13.9032	862	0.5999	0.7032	0.5999	0.7745
0.2695	13.9355	864	0.6039	0.6843	0.6039	0.7771
0.2695	13.9677	866	0.5919	0.6667	0.5919	0.7694
0.2695	14.0	868	0.5809	0.6085	0.5809	0.7622
0.2695	14.0323	870	0.5930	0.6258	0.5930	0.7700
0.2695	14.0645	872	0.5978	0.6142	0.5978	0.7731
0.2695	14.0968	874	0.6014	0.6142	0.6014	0.7755
0.2695	14.1290	876	0.5860	0.6247	0.5860	0.7655
0.2695	14.1613	878	0.5778	0.5913	0.5778	0.7602
0.2695	14.1935	880	0.5847	0.6292	0.5847	0.7647
0.2695	14.2258	882	0.5817	0.6383	0.5817	0.7627
0.2695	14.2581	884	0.5649	0.6452	0.5649	0.7516
0.2695	14.2903	886	0.5615	0.6333	0.5615	0.7493
0.2695	14.3226	888	0.5860	0.6151	0.5860	0.7655
0.2695	14.3548	890	0.6239	0.6289	0.6239	0.7899
0.2695	14.3871	892	0.6174	0.6289	0.6174	0.7857
0.2695	14.4194	894	0.5810	0.6728	0.5810	0.7622
0.2695	14.4516	896	0.5893	0.6869	0.5893	0.7677
0.2695	14.4839	898	0.6057	0.6401	0.6057	0.7783
0.2695	14.5161	900	0.5703	0.6442	0.5703	0.7552
0.2695	14.5484	902	0.5634	0.6269	0.5634	0.7506
0.2695	14.5806	904	0.6142	0.6064	0.6142	0.7837
0.2695	14.6129	906	0.6483	0.6132	0.6483	0.8052
0.2695	14.6452	908	0.6108	0.6473	0.6108	0.7815
0.2695	14.6774	910	0.5527	0.6909	0.5527	0.7434
0.2695	14.7097	912	0.5466	0.7377	0.5466	0.7393
0.2695	14.7419	914	0.5988	0.6865	0.5988	0.7738
0.2695	14.7742	916	0.5990	0.6865	0.5990	0.7739
0.2695	14.8065	918	0.5739	0.6952	0.5739	0.7576
0.2695	14.8387	920	0.5443	0.7373	0.5443	0.7378
0.2695	14.8710	922	0.5460	0.7012	0.5460	0.7389
0.2695	14.9032	924	0.5817	0.6605	0.5817	0.7627
0.2695	14.9355	926	0.5986	0.6664	0.5986	0.7737
0.2695	14.9677	928	0.5706	0.6664	0.5706	0.7554
0.2695	15.0	930	0.5328	0.6888	0.5328	0.7300
0.2695	15.0323	932	0.5227	0.7423	0.5227	0.7230
0.2695	15.0645	934	0.5637	0.7638	0.5637	0.7508
0.2695	15.0968	936	0.5937	0.6906	0.5937	0.7705
0.2695	15.1290	938	0.6062	0.6810	0.6062	0.7786
0.2695	15.1613	940	0.6237	0.6880	0.6237	0.7897
0.2695	15.1935	942	0.5845	0.7346	0.5845	0.7645
0.2695	15.2258	944	0.5383	0.7184	0.5383	0.7337
0.2695	15.2581	946	0.5429	0.7115	0.5429	0.7368
0.2695	15.2903	948	0.5645	0.7308	0.5645	0.7513
0.2695	15.3226	950	0.5717	0.6880	0.5717	0.7561
0.2695	15.3548	952	0.5730	0.6772	0.5730	0.7570
0.2695	15.3871	954	0.5550	0.6649	0.5550	0.7450
0.2695	15.4194	956	0.5560	0.6390	0.5560	0.7457
0.2695	15.4516	958	0.5707	0.6625	0.5707	0.7554
0.2695	15.4839	960	0.5792	0.6795	0.5792	0.7611
0.2695	15.5161	962	0.5972	0.6768	0.5972	0.7728
0.2695	15.5484	964	0.5863	0.6759	0.5863	0.7657
0.2695	15.5806	966	0.5623	0.6584	0.5623	0.7499
0.2695	15.6129	968	0.5653	0.6470	0.5653	0.7519
0.2695	15.6452	970	0.5700	0.6065	0.5700	0.7550
0.2695	15.6774	972	0.5713	0.6555	0.5713	0.7558
0.2695	15.7097	974	0.5742	0.6555	0.5742	0.7578
0.2695	15.7419	976	0.5731	0.6364	0.5731	0.7570
0.2695	15.7742	978	0.5764	0.6390	0.5764	0.7592
0.2695	15.8065	980	0.5816	0.6133	0.5816	0.7626
0.2695	15.8387	982	0.5874	0.6409	0.5874	0.7664
0.2695	15.8710	984	0.6045	0.6108	0.6045	0.7775
0.2695	15.9032	986	0.6067	0.6108	0.6067	0.7789
0.2695	15.9355	988	0.5986	0.6067	0.5986	0.7737
0.2695	15.9677	990	0.6033	0.6498	0.6033	0.7768
0.2695	16.0	992	0.5954	0.6814	0.5954	0.7716
0.2695	16.0323	994	0.5869	0.6814	0.5869	0.7661
0.2695	16.0645	996	0.5848	0.6814	0.5848	0.7647
0.2695	16.0968	998	0.5856	0.6857	0.5856	0.7653
0.0747	16.1290	1000	0.5671	0.7151	0.5671	0.7531
0.0747	16.1613	1002	0.5706	0.7124	0.5706	0.7554
0.0747	16.1935	1004	0.5770	0.7280	0.5770	0.7596
0.0747	16.2258	1006	0.5665	0.7124	0.5665	0.7527
0.0747	16.2581	1008	0.5614	0.6780	0.5614	0.7493
0.0747	16.2903	1010	0.5905	0.6528	0.5905	0.7684
0.0747	16.3226	1012	0.5973	0.6564	0.5973	0.7728
0.0747	16.3548	1014	0.5804	0.6681	0.5804	0.7619

Framework versions

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