ArabicNewSplits7_B_usingWellWrittenEssays_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: 0.7760
• Qwk: 0.3662
• Mse: 0.7760
• Rmse: 0.8809

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	0.0357	2	2.8093	-0.0627	2.8093	1.6761
No log	0.0714	4	1.6563	-0.0172	1.6563	1.2870
No log	0.1071	6	1.1128	-0.1255	1.1128	1.0549
No log	0.1429	8	1.0256	0.1256	1.0256	1.0127
No log	0.1786	10	0.9727	0.0418	0.9727	0.9863
No log	0.2143	12	0.8371	0.0255	0.8371	0.9149
No log	0.25	14	0.8430	0.1050	0.8430	0.9182
No log	0.2857	16	0.8622	0.0804	0.8622	0.9285
No log	0.3214	18	0.7856	0.1236	0.7856	0.8864
No log	0.3571	20	0.7654	-0.0027	0.7654	0.8749
No log	0.3929	22	0.7590	0.0	0.7590	0.8712
No log	0.4286	24	0.7634	0.0	0.7634	0.8737
No log	0.4643	26	0.7946	0.0573	0.7946	0.8914
No log	0.5	28	0.8412	0.0448	0.8412	0.9172
No log	0.5357	30	0.8312	0.0478	0.8312	0.9117
No log	0.5714	32	0.7972	0.0295	0.7972	0.8929
No log	0.6071	34	0.7845	0.0	0.7845	0.8857
No log	0.6429	36	0.7886	-0.0483	0.7886	0.8880
No log	0.6786	38	0.8213	0.0888	0.8213	0.9063
No log	0.7143	40	0.8758	0.1718	0.8758	0.9359
No log	0.75	42	0.9367	0.1672	0.9367	0.9678
No log	0.7857	44	0.9460	0.1914	0.9460	0.9726
No log	0.8214	46	0.8748	0.1946	0.8748	0.9353
No log	0.8571	48	0.8526	0.2305	0.8526	0.9233
No log	0.8929	50	0.8301	0.0715	0.8301	0.9111
No log	0.9286	52	0.8039	0.0478	0.8039	0.8966
No log	0.9643	54	0.7962	0.1800	0.7962	0.8923
No log	1.0	56	0.7876	0.2261	0.7876	0.8875
No log	1.0357	58	0.8110	0.1918	0.8110	0.9006
No log	1.0714	60	0.8430	0.1839	0.8430	0.9182
No log	1.1071	62	0.8445	0.1616	0.8445	0.9189
No log	1.1429	64	0.9883	0.2256	0.9883	0.9941
No log	1.1786	66	1.1050	0.2337	1.1050	1.0512
No log	1.2143	68	0.8990	0.1749	0.8990	0.9482
No log	1.25	70	0.7857	0.1970	0.7857	0.8864
No log	1.2857	72	0.7842	0.0509	0.7842	0.8856
No log	1.3214	74	0.7941	0.0927	0.7941	0.8911
No log	1.3571	76	0.7991	0.0851	0.7991	0.8939
No log	1.3929	78	0.8027	0.1183	0.8027	0.8959
No log	1.4286	80	0.7785	0.0966	0.7785	0.8823
No log	1.4643	82	0.7701	0.1587	0.7701	0.8775
No log	1.5	84	0.8592	0.2995	0.8592	0.9269
No log	1.5357	86	1.0510	0.2703	1.0510	1.0252
No log	1.5714	88	1.1851	0.2478	1.1851	1.0886
No log	1.6071	90	1.1405	0.2707	1.1405	1.0680
No log	1.6429	92	1.0043	0.2810	1.0043	1.0021
No log	1.6786	94	0.9350	0.1822	0.9350	0.9670
No log	1.7143	96	0.9165	0.2193	0.9165	0.9574
No log	1.75	98	0.8289	0.2063	0.8289	0.9104
No log	1.7857	100	0.7823	0.1183	0.7823	0.8845
No log	1.8214	102	0.7774	0.0509	0.7774	0.8817
No log	1.8571	104	0.7690	0.1313	0.7690	0.8769
No log	1.8929	106	0.7711	0.1686	0.7711	0.8781
No log	1.9286	108	0.7795	0.1686	0.7795	0.8829
No log	1.9643	110	0.8179	0.0851	0.8179	0.9044
No log	2.0	112	0.8619	0.2171	0.8619	0.9284
No log	2.0357	114	0.9196	0.2467	0.9196	0.9590
No log	2.0714	116	1.0241	0.2518	1.0241	1.0120
No log	2.1071	118	1.0495	0.2387	1.0495	1.0244
No log	2.1429	120	0.9223	0.2467	0.9223	0.9603
No log	2.1786	122	0.8689	0.0968	0.8689	0.9321
No log	2.2143	124	0.8643	0.0930	0.8643	0.9297
No log	2.25	126	0.8517	0.1222	0.8517	0.9229
No log	2.2857	128	0.8731	0.2063	0.8731	0.9344
No log	2.3214	130	0.8864	0.2467	0.8864	0.9415
No log	2.3571	132	0.9083	0.2063	0.9083	0.9530
No log	2.3929	134	0.9928	0.2781	0.9928	0.9964
No log	2.4286	136	0.9903	0.2259	0.9903	0.9951
No log	2.4643	138	0.8628	0.1995	0.8628	0.9289
No log	2.5	140	0.8242	0.2527	0.8242	0.9078
No log	2.5357	142	0.8514	0.2116	0.8514	0.9227
No log	2.5714	144	0.9396	0.1867	0.9396	0.9693
No log	2.6071	146	0.9403	0.2463	0.9403	0.9697
No log	2.6429	148	0.9005	0.2518	0.9005	0.9490
No log	2.6786	150	0.7852	0.2784	0.7852	0.8861
No log	2.7143	152	0.7234	0.2007	0.7234	0.8505
No log	2.75	154	0.7180	0.2413	0.7180	0.8473
No log	2.7857	156	0.7275	0.2379	0.7275	0.8529
No log	2.8214	158	0.7663	0.2621	0.7663	0.8754
No log	2.8571	160	0.9471	0.1867	0.9471	0.9732
No log	2.8929	162	1.0571	0.2147	1.0571	1.0281
No log	2.9286	164	0.9563	0.1734	0.9563	0.9779
No log	2.9643	166	0.8132	0.2467	0.8132	0.9018
No log	3.0	168	0.7885	0.2467	0.7885	0.8880
No log	3.0357	170	0.7743	0.2498	0.7743	0.8800
No log	3.0714	172	0.7580	0.3116	0.7580	0.8706
No log	3.1071	174	0.7282	0.2929	0.7282	0.8534
No log	3.1429	176	0.7749	0.2414	0.7749	0.8803
No log	3.1786	178	0.7930	0.2469	0.7930	0.8905
No log	3.2143	180	0.7474	0.2713	0.7474	0.8645
No log	3.25	182	0.7854	0.3116	0.7854	0.8862
No log	3.2857	184	0.8070	0.2953	0.8070	0.8984
No log	3.3214	186	0.7781	0.3625	0.7781	0.8821
No log	3.3571	188	0.7933	0.2965	0.7933	0.8907
No log	3.3929	190	0.8016	0.2652	0.8016	0.8953
No log	3.4286	192	0.8222	0.2843	0.8222	0.9068
No log	3.4643	194	0.8515	0.3248	0.8515	0.9228
No log	3.5	196	0.8258	0.2690	0.8258	0.9087
No log	3.5357	198	0.8477	0.3175	0.8477	0.9207
No log	3.5714	200	0.8662	0.2571	0.8662	0.9307
No log	3.6071	202	0.8229	0.3201	0.8229	0.9072
No log	3.6429	204	0.7923	0.2270	0.7923	0.8901
No log	3.6786	206	0.8024	0.3183	0.8024	0.8958
No log	3.7143	208	0.7928	0.2907	0.7928	0.8904
No log	3.75	210	0.7999	0.1015	0.7999	0.8944
No log	3.7857	212	0.7888	0.2681	0.7888	0.8881
No log	3.8214	214	0.7844	0.2710	0.7844	0.8856
No log	3.8571	216	0.7557	0.2652	0.7557	0.8693
No log	3.8929	218	0.7703	0.2302	0.7703	0.8777
No log	3.9286	220	0.8199	0.2590	0.8199	0.9055
No log	3.9643	222	0.8813	0.2149	0.8813	0.9388
No log	4.0	224	0.9043	0.2149	0.9043	0.9510
No log	4.0357	226	0.9252	0.2328	0.9252	0.9619
No log	4.0714	228	0.8885	0.2149	0.8885	0.9426
No log	4.1071	230	0.8721	0.2440	0.8721	0.9339
No log	4.1429	232	0.8097	0.2907	0.8097	0.8998
No log	4.1786	234	0.7927	0.3239	0.7927	0.8904
No log	4.2143	236	0.8013	0.3452	0.8013	0.8951
No log	4.25	238	0.8703	0.3023	0.8703	0.9329
No log	4.2857	240	0.8992	0.2633	0.8992	0.9482
No log	4.3214	242	0.8467	0.2129	0.8467	0.9202
No log	4.3571	244	0.8397	0.2129	0.8397	0.9164
No log	4.3929	246	0.8198	0.2414	0.8198	0.9054
No log	4.4286	248	0.8013	0.3155	0.8013	0.8952
No log	4.4643	250	0.7638	0.3530	0.7638	0.8739
No log	4.5	252	0.7642	0.3308	0.7642	0.8742
No log	4.5357	254	0.7647	0.3837	0.7647	0.8745
No log	4.5714	256	0.7544	0.3530	0.7544	0.8685
No log	4.6071	258	0.7652	0.3252	0.7652	0.8748
No log	4.6429	260	0.8046	0.3345	0.8046	0.8970
No log	4.6786	262	0.8069	0.3692	0.8069	0.8983
No log	4.7143	264	0.8150	0.3950	0.8150	0.9028
No log	4.75	266	0.8219	0.4179	0.8219	0.9066
No log	4.7857	268	0.8425	0.3834	0.8425	0.9179
No log	4.8214	270	0.8330	0.3455	0.8330	0.9127
No log	4.8571	272	0.8267	0.4308	0.8267	0.9092
No log	4.8929	274	0.8124	0.4308	0.8124	0.9013
No log	4.9286	276	0.8071	0.3813	0.8071	0.8984
No log	4.9643	278	0.8497	0.2519	0.8497	0.9218
No log	5.0	280	0.8227	0.3068	0.8227	0.9070
No log	5.0357	282	0.7977	0.3746	0.7977	0.8932
No log	5.0714	284	0.8257	0.3864	0.8257	0.9087
No log	5.1071	286	0.8232	0.3299	0.8232	0.9073
No log	5.1429	288	0.7953	0.4116	0.7953	0.8918
No log	5.1786	290	0.7893	0.3455	0.7893	0.8884
No log	5.2143	292	0.7987	0.2713	0.7987	0.8937
No log	5.25	294	0.7772	0.3667	0.7772	0.8816
No log	5.2857	296	0.8554	0.4134	0.8554	0.9249
No log	5.3214	298	1.0417	0.2752	1.0417	1.0207
No log	5.3571	300	0.9930	0.3066	0.9930	0.9965
No log	5.3929	302	0.8173	0.3330	0.8173	0.9040
No log	5.4286	304	0.7305	0.4029	0.7305	0.8547
No log	5.4643	306	0.8254	0.3675	0.8254	0.9085
No log	5.5	308	0.8375	0.3387	0.8375	0.9151
No log	5.5357	310	0.7547	0.3102	0.7547	0.8687
No log	5.5714	312	0.7613	0.3116	0.7613	0.8725
No log	5.6071	314	0.9004	0.3234	0.9004	0.9489
No log	5.6429	316	0.9594	0.3134	0.9594	0.9795
No log	5.6786	318	0.8466	0.2328	0.8466	0.9201
No log	5.7143	320	0.7601	0.3382	0.7601	0.8718
No log	5.75	322	0.7459	0.3665	0.7459	0.8637
No log	5.7857	324	0.7782	0.3665	0.7782	0.8822
No log	5.8214	326	0.8167	0.2988	0.8167	0.9037
No log	5.8571	328	0.8318	0.2988	0.8318	0.9120
No log	5.8929	330	0.8630	0.2926	0.8630	0.9290
No log	5.9286	332	0.8129	0.2988	0.8129	0.9016
No log	5.9643	334	0.7771	0.3665	0.7771	0.8815
No log	6.0	336	0.7614	0.2772	0.7614	0.8726
No log	6.0357	338	0.7678	0.3385	0.7678	0.8763
No log	6.0714	340	0.7615	0.3138	0.7615	0.8727
No log	6.1071	342	0.7539	0.3138	0.7539	0.8683
No log	6.1429	344	0.7484	0.3978	0.7484	0.8651
No log	6.1786	346	0.7620	0.3549	0.7620	0.8729
No log	6.2143	348	0.7683	0.3274	0.7683	0.8766
No log	6.25	350	0.7346	0.3937	0.7346	0.8571
No log	6.2857	352	0.7213	0.3811	0.7213	0.8493
No log	6.3214	354	0.7224	0.3530	0.7224	0.8499
No log	6.3571	356	0.7225	0.3504	0.7225	0.8500
No log	6.3929	358	0.7295	0.3116	0.7295	0.8541
No log	6.4286	360	0.7721	0.3425	0.7721	0.8787
No log	6.4643	362	0.7859	0.3425	0.7859	0.8865
No log	6.5	364	0.7798	0.3382	0.7798	0.8830
No log	6.5357	366	0.8029	0.3665	0.8029	0.8960
No log	6.5714	368	0.7681	0.4147	0.7681	0.8764
No log	6.6071	370	0.7824	0.4211	0.7824	0.8846
No log	6.6429	372	0.7966	0.3955	0.7966	0.8925
No log	6.6786	374	0.8063	0.3536	0.8063	0.8979
No log	6.7143	376	0.8079	0.3978	0.8079	0.8988
No log	6.75	378	0.8134	0.4253	0.8134	0.9019
No log	6.7857	380	0.7907	0.3955	0.7907	0.8892
No log	6.8214	382	0.7855	0.4201	0.7855	0.8863
No log	6.8571	384	0.8239	0.3425	0.8239	0.9077
No log	6.8929	386	0.8134	0.3023	0.8134	0.9019
No log	6.9286	388	0.7951	0.3425	0.7951	0.8917
No log	6.9643	390	0.7913	0.3425	0.7913	0.8895
No log	7.0	392	0.7468	0.3434	0.7468	0.8642
No log	7.0357	394	0.7181	0.3375	0.7181	0.8474
No log	7.0714	396	0.7289	0.3692	0.7289	0.8538
No log	7.1071	398	0.8312	0.3810	0.8312	0.9117
No log	7.1429	400	0.8686	0.3425	0.8686	0.9320
No log	7.1786	402	0.7974	0.3706	0.7974	0.8930
No log	7.2143	404	0.7284	0.4308	0.7284	0.8535
No log	7.25	406	0.8194	0.3888	0.8194	0.9052
No log	7.2857	408	0.9222	0.3204	0.9222	0.9603
No log	7.3214	410	0.8519	0.3297	0.8519	0.9230
No log	7.3571	412	0.7387	0.3643	0.7387	0.8595
No log	7.3929	414	0.7494	0.3725	0.7494	0.8657
No log	7.4286	416	0.7626	0.3478	0.7626	0.8733
No log	7.4643	418	0.7605	0.3769	0.7605	0.8721
No log	7.5	420	0.8257	0.3393	0.8257	0.9087
No log	7.5357	422	0.8974	0.3206	0.8974	0.9473
No log	7.5714	424	0.8698	0.3544	0.8698	0.9327
No log	7.6071	426	0.7666	0.3078	0.7666	0.8755
No log	7.6429	428	0.7612	0.3393	0.7612	0.8724
No log	7.6786	430	0.8217	0.3767	0.8217	0.9065
No log	7.7143	432	0.8115	0.3767	0.8115	0.9008
No log	7.75	434	0.7563	0.3541	0.7563	0.8697
No log	7.7857	436	0.7548	0.4418	0.7548	0.8688
No log	7.8214	438	0.7735	0.3340	0.7735	0.8795
No log	7.8571	440	0.7718	0.3408	0.7718	0.8785
No log	7.8929	442	0.7593	0.3689	0.7593	0.8714
No log	7.9286	444	0.7606	0.3689	0.7606	0.8721
No log	7.9643	446	0.7621	0.3689	0.7621	0.8730
No log	8.0	448	0.7746	0.3937	0.7746	0.8801
No log	8.0357	450	0.8083	0.2926	0.8083	0.8990
No log	8.0714	452	0.8234	0.2926	0.8234	0.9074
No log	8.1071	454	0.8039	0.2988	0.8039	0.8966
No log	8.1429	456	0.7785	0.3910	0.7785	0.8823
No log	8.1786	458	0.7954	0.4079	0.7954	0.8918
No log	8.2143	460	0.8275	0.3523	0.8275	0.9097
No log	8.25	462	0.8083	0.4079	0.8083	0.8990
No log	8.2857	464	0.7859	0.4753	0.7859	0.8865
No log	8.3214	466	0.7960	0.4322	0.7960	0.8922
No log	8.3571	468	0.8059	0.3274	0.8059	0.8977
No log	8.3929	470	0.8219	0.3023	0.8219	0.9066
No log	8.4286	472	0.8425	0.2662	0.8425	0.9179
No log	8.4643	474	0.8182	0.2662	0.8182	0.9045
No log	8.5	476	0.7878	0.3425	0.7878	0.8876
No log	8.5357	478	0.7833	0.3382	0.7833	0.8850
No log	8.5714	480	0.8071	0.3382	0.8071	0.8984
No log	8.6071	482	0.8776	0.2839	0.8776	0.9368
No log	8.6429	484	0.9293	0.2724	0.9293	0.9640
No log	8.6786	486	0.9291	0.2696	0.9291	0.9639
No log	8.7143	488	0.9463	0.2173	0.9463	0.9728
No log	8.75	490	1.0084	0.1586	1.0084	1.0042
No log	8.7857	492	1.0654	0.1838	1.0654	1.0322
No log	8.8214	494	1.1148	0.1838	1.1148	1.0558
No log	8.8571	496	1.1759	0.1703	1.1759	1.0844
No log	8.8929	498	1.1124	0.1594	1.1124	1.0547
0.3467	8.9286	500	0.9666	0.1998	0.9666	0.9832
0.3467	8.9643	502	0.8894	0.2183	0.8894	0.9431
0.3467	9.0	504	0.8179	0.3211	0.8179	0.9044
0.3467	9.0357	506	0.7941	0.3198	0.7941	0.8911
0.3467	9.0714	508	0.7909	0.3408	0.7909	0.8893
0.3467	9.1071	510	0.8446	0.2576	0.8446	0.9190
0.3467	9.1429	512	0.9477	0.2564	0.9477	0.9735
0.3467	9.1786	514	1.0099	0.3044	1.0099	1.0049
0.3467	9.2143	516	0.9556	0.2928	0.9556	0.9776
0.3467	9.25	518	0.9218	0.2887	0.9218	0.9601
0.3467	9.2857	520	0.9177	0.2943	0.9177	0.9580
0.3467	9.3214	522	0.8975	0.3425	0.8975	0.9474
0.3467	9.3571	524	0.8860	0.3388	0.8860	0.9413
0.3467	9.3929	526	0.8347	0.3571	0.8347	0.9136
0.3467	9.4286	528	0.7904	0.4073	0.7904	0.8891
0.3467	9.4643	530	0.7868	0.3978	0.7868	0.8870
0.3467	9.5	532	0.7704	0.3978	0.7704	0.8777
0.3467	9.5357	534	0.7638	0.4029	0.7638	0.8740
0.3467	9.5714	536	0.7718	0.3814	0.7718	0.8785
0.3467	9.6071	538	0.7718	0.3884	0.7718	0.8785
0.3467	9.6429	540	0.7872	0.4562	0.7872	0.8873
0.3467	9.6786	542	0.8182	0.4126	0.8182	0.9045
0.3467	9.7143	544	0.8027	0.4322	0.8027	0.8959
0.3467	9.75	546	0.7885	0.4735	0.7885	0.8880
0.3467	9.7857	548	0.7837	0.4813	0.7837	0.8853
0.3467	9.8214	550	0.7806	0.4362	0.7806	0.8835
0.3467	9.8571	552	0.7761	0.4086	0.7761	0.8810
0.3467	9.8929	554	0.7649	0.4137	0.7649	0.8746
0.3467	9.9286	556	0.7707	0.4397	0.7707	0.8779
0.3467	9.9643	558	0.7708	0.4397	0.7708	0.8779
0.3467	10.0	560	0.7808	0.4397	0.7808	0.8836
0.3467	10.0357	562	0.7841	0.4397	0.7841	0.8855
0.3467	10.0714	564	0.7971	0.3953	0.7971	0.8928
0.3467	10.1071	566	0.7843	0.4094	0.7843	0.8856
0.3467	10.1429	568	0.7803	0.4094	0.7803	0.8833
0.3467	10.1786	570	0.7628	0.4094	0.7628	0.8734
0.3467	10.2143	572	0.7467	0.4094	0.7467	0.8641
0.3467	10.25	574	0.7443	0.4094	0.7443	0.8627
0.3467	10.2857	576	0.7527	0.3665	0.7527	0.8676
0.3467	10.3214	578	0.7463	0.4094	0.7463	0.8639
0.3467	10.3571	580	0.7416	0.3861	0.7416	0.8611
0.3467	10.3929	582	0.7452	0.3937	0.7452	0.8632
0.3467	10.4286	584	0.7495	0.3937	0.7495	0.8657
0.3467	10.4643	586	0.7658	0.3864	0.7658	0.8751
0.3467	10.5	588	0.7531	0.4168	0.7531	0.8678
0.3467	10.5357	590	0.7549	0.4287	0.7549	0.8688
0.3467	10.5714	592	0.7472	0.4287	0.7472	0.8644
0.3467	10.6071	594	0.7400	0.4244	0.7400	0.8602
0.3467	10.6429	596	0.7358	0.3350	0.7358	0.8578
0.3467	10.6786	598	0.7343	0.3984	0.7343	0.8569
0.3467	10.7143	600	0.7406	0.4337	0.7406	0.8606
0.3467	10.75	602	0.7619	0.3594	0.7619	0.8729
0.3467	10.7857	604	0.8186	0.3221	0.8186	0.9048
0.3467	10.8214	606	0.8278	0.2932	0.8278	0.9098
0.3467	10.8571	608	0.8043	0.3248	0.8043	0.8968
0.3467	10.8929	610	0.7735	0.3248	0.7735	0.8795
0.3467	10.9286	612	0.7440	0.4044	0.7440	0.8626
0.3467	10.9643	614	0.7398	0.4257	0.7398	0.8601
0.3467	11.0	616	0.7591	0.3990	0.7591	0.8712
0.3467	11.0357	618	0.7833	0.3594	0.7833	0.8850
0.3467	11.0714	620	0.7812	0.3314	0.7812	0.8838
0.3467	11.1071	622	0.7681	0.3314	0.7681	0.8764
0.3467	11.1429	624	0.7482	0.3314	0.7482	0.8650
0.3467	11.1786	626	0.7322	0.3504	0.7322	0.8557
0.3467	11.2143	628	0.7282	0.3667	0.7282	0.8534
0.3467	11.25	630	0.7141	0.3762	0.7141	0.8450
0.3467	11.2857	632	0.7398	0.3517	0.7398	0.8601
0.3467	11.3214	634	0.7639	0.3610	0.7639	0.8740
0.3467	11.3571	636	0.7353	0.3213	0.7353	0.8575
0.3467	11.3929	638	0.7215	0.3504	0.7215	0.8494
0.3467	11.4286	640	0.8004	0.2960	0.8004	0.8946
0.3467	11.4643	642	0.8467	0.3409	0.8467	0.9202
0.3467	11.5	644	0.8297	0.2839	0.8297	0.9109
0.3467	11.5357	646	0.7643	0.3314	0.7643	0.8742
0.3467	11.5714	648	0.7210	0.3325	0.7210	0.8491
0.3467	11.6071	650	0.7223	0.3762	0.7223	0.8499
0.3467	11.6429	652	0.7229	0.3762	0.7229	0.8502
0.3467	11.6786	654	0.7164	0.4244	0.7164	0.8464
0.3467	11.7143	656	0.7088	0.3861	0.7088	0.8419
0.3467	11.75	658	0.7217	0.3937	0.7217	0.8495
0.3467	11.7857	660	0.7919	0.2960	0.7919	0.8899
0.3467	11.8214	662	0.8247	0.2871	0.8247	0.9082
0.3467	11.8571	664	0.8212	0.3157	0.8212	0.9062
0.3467	11.8929	666	0.7968	0.2960	0.7968	0.8926
0.3467	11.9286	668	0.7567	0.3937	0.7567	0.8699
0.3467	11.9643	670	0.7213	0.4147	0.7213	0.8493
0.3467	12.0	672	0.7216	0.4362	0.7216	0.8495
0.3467	12.0357	674	0.7261	0.4128	0.7261	0.8521
0.3467	12.0714	676	0.7146	0.4342	0.7146	0.8453
0.3467	12.1071	678	0.7210	0.4397	0.7210	0.8491
0.3467	12.1429	680	0.7167	0.4397	0.7167	0.8466
0.3467	12.1786	682	0.7055	0.4342	0.7055	0.8399
0.3467	12.2143	684	0.7044	0.3791	0.7044	0.8393
0.3467	12.25	686	0.7006	0.4232	0.7006	0.8370
0.3467	12.2857	688	0.6990	0.4287	0.6990	0.8360
0.3467	12.3214	690	0.6885	0.4342	0.6885	0.8298
0.3467	12.3571	692	0.6940	0.3887	0.6940	0.8331
0.3467	12.3929	694	0.6913	0.3887	0.6913	0.8314
0.3467	12.4286	696	0.6793	0.4147	0.6793	0.8242
0.3467	12.4643	698	0.6940	0.4595	0.6940	0.8331
0.3467	12.5	700	0.7090	0.4595	0.7090	0.8420
0.3467	12.5357	702	0.7151	0.4342	0.7151	0.8456
0.3467	12.5714	704	0.7911	0.3172	0.7911	0.8894
0.3467	12.6071	706	0.8839	0.3300	0.8839	0.9401
0.3467	12.6429	708	0.8947	0.3300	0.8947	0.9459
0.3467	12.6786	710	0.8567	0.3565	0.8567	0.9256
0.3467	12.7143	712	0.8097	0.4065	0.8097	0.8998
0.3467	12.75	714	0.7799	0.4377	0.7799	0.8831
0.3467	12.7857	716	0.7661	0.3252	0.7661	0.8753
0.3467	12.8214	718	0.7630	0.3252	0.7630	0.8735
0.3467	12.8571	720	0.7606	0.4082	0.7606	0.8722
0.3467	12.8929	722	0.7871	0.3209	0.7871	0.8872
0.3467	12.9286	724	0.8527	0.3633	0.8527	0.9234
0.3467	12.9643	726	0.8714	0.3865	0.8714	0.9335
0.3467	13.0	728	0.8985	0.3626	0.8985	0.9479
0.3467	13.0357	730	0.8364	0.3633	0.8364	0.9145
0.3467	13.0714	732	0.7588	0.4222	0.7588	0.8711
0.3467	13.1071	734	0.7475	0.4738	0.7475	0.8646
0.3467	13.1429	736	0.7487	0.4738	0.7487	0.8653
0.3467	13.1786	738	0.7421	0.4738	0.7421	0.8614
0.3467	13.2143	740	0.7362	0.4495	0.7362	0.8580
0.3467	13.25	742	0.7288	0.4300	0.7288	0.8537
0.3467	13.2857	744	0.7455	0.3689	0.7455	0.8634
0.3467	13.3214	746	0.7942	0.3261	0.7942	0.8912
0.3467	13.3571	748	0.8271	0.3261	0.8271	0.9095
0.3467	13.3929	750	0.8100	0.3261	0.8100	0.9000
0.3467	13.4286	752	0.7509	0.4157	0.7509	0.8665
0.3467	13.4643	754	0.7247	0.4356	0.7247	0.8513
0.3467	13.5	756	0.7106	0.4377	0.7106	0.8429
0.3467	13.5357	758	0.7065	0.4377	0.7065	0.8405
0.3467	13.5714	760	0.6970	0.4377	0.6970	0.8348
0.3467	13.6071	762	0.6854	0.4222	0.6854	0.8279
0.3467	13.6429	764	0.6862	0.3984	0.6862	0.8284
0.3467	13.6786	766	0.6855	0.4222	0.6855	0.8279
0.3467	13.7143	768	0.6863	0.4168	0.6863	0.8284
0.3467	13.75	770	0.6840	0.3691	0.6840	0.8270
0.3467	13.7857	772	0.6886	0.4168	0.6886	0.8298
0.3467	13.8214	774	0.6985	0.3574	0.6985	0.8358
0.3467	13.8571	776	0.6975	0.3887	0.6975	0.8352
0.3467	13.8929	778	0.6994	0.4125	0.6994	0.8363
0.3467	13.9286	780	0.7017	0.4125	0.7017	0.8377
0.3467	13.9643	782	0.7194	0.3355	0.7194	0.8482
0.3467	14.0	784	0.7095	0.3864	0.7095	0.8423
0.3467	14.0357	786	0.7033	0.3864	0.7033	0.8386
0.3467	14.0714	788	0.6889	0.4801	0.6889	0.8300
0.3467	14.1071	790	0.6946	0.4738	0.6946	0.8334
0.3467	14.1429	792	0.6998	0.4738	0.6998	0.8365
0.3467	14.1786	794	0.7063	0.4801	0.7063	0.8404
0.3467	14.2143	796	0.7089	0.4738	0.7089	0.8420
0.3467	14.25	798	0.7112	0.4738	0.7112	0.8433
0.3467	14.2857	800	0.7121	0.4738	0.7121	0.8439
0.3467	14.3214	802	0.7097	0.4738	0.7097	0.8424
0.3467	14.3571	804	0.7117	0.4738	0.7117	0.8436
0.3467	14.3929	806	0.7144	0.4738	0.7144	0.8452
0.3467	14.4286	808	0.7282	0.4377	0.7282	0.8533
0.3467	14.4643	810	0.7405	0.3746	0.7405	0.8605
0.3467	14.5	812	0.7443	0.3549	0.7443	0.8627
0.3467	14.5357	814	0.7576	0.3549	0.7576	0.8704
0.3467	14.5714	816	0.7881	0.3248	0.7881	0.8878
0.3467	14.6071	818	0.8112	0.3248	0.8112	0.9007
0.3467	14.6429	820	0.7900	0.3248	0.7900	0.8888
0.3467	14.6786	822	0.7673	0.3525	0.7673	0.8759
0.3467	14.7143	824	0.7476	0.3738	0.7476	0.8647
0.3467	14.75	826	0.7502	0.3738	0.7502	0.8662
0.3467	14.7857	828	0.7540	0.3738	0.7540	0.8683
0.3467	14.8214	830	0.7653	0.3340	0.7653	0.8748
0.3467	14.8571	832	0.7865	0.3023	0.7865	0.8868
0.3467	14.8929	834	0.8263	0.3261	0.8263	0.9090
0.3467	14.9286	836	0.8545	0.3261	0.8545	0.9244
0.3467	14.9643	838	0.8344	0.2960	0.8344	0.9135
0.3467	15.0	840	0.7910	0.3594	0.7910	0.8894
0.3467	15.0357	842	0.7642	0.3738	0.7642	0.8742
0.3467	15.0714	844	0.7646	0.3738	0.7646	0.8744
0.3467	15.1071	846	0.7832	0.3594	0.7832	0.8850
0.3467	15.1429	848	0.7993	0.3248	0.7993	0.8940
0.3467	15.1786	850	0.7814	0.3248	0.7814	0.8840
0.3467	15.2143	852	0.7564	0.3738	0.7564	0.8697
0.3467	15.25	854	0.7507	0.4738	0.7507	0.8664
0.3467	15.2857	856	0.7617	0.4402	0.7617	0.8728
0.3467	15.3214	858	0.7728	0.3881	0.7728	0.8791
0.3467	15.3571	860	0.7761	0.4362	0.7761	0.8810
0.3467	15.3929	862	0.8129	0.3314	0.8129	0.9016
0.3467	15.4286	864	0.8534	0.2662	0.8534	0.9238
0.3467	15.4643	866	0.8371	0.2662	0.8371	0.9149
0.3467	15.5	868	0.8201	0.2662	0.8201	0.9056
0.3467	15.5357	870	0.7732	0.2722	0.7732	0.8793
0.3467	15.5714	872	0.7481	0.3155	0.7481	0.8649
0.3467	15.6071	874	0.7449	0.3572	0.7449	0.8631
0.3467	15.6429	876	0.7684	0.3261	0.7684	0.8766
0.3467	15.6786	878	0.7699	0.3590	0.7699	0.8775
0.3467	15.7143	880	0.7592	0.3329	0.7592	0.8713
0.3467	15.75	882	0.7362	0.3341	0.7362	0.8580
0.3467	15.7857	884	0.7183	0.2007	0.7183	0.8475
0.3467	15.8214	886	0.7183	0.3011	0.7183	0.8475
0.3467	15.8571	888	0.7349	0.3545	0.7349	0.8573
0.3467	15.8929	890	0.7582	0.3127	0.7582	0.8708
0.3467	15.9286	892	0.7548	0.3990	0.7548	0.8688
0.3467	15.9643	894	0.7427	0.4782	0.7427	0.8618
0.3467	16.0	896	0.7520	0.3937	0.7520	0.8672
0.3467	16.0357	898	0.7556	0.3990	0.7556	0.8692
0.3467	16.0714	900	0.7523	0.3990	0.7523	0.8674
0.3467	16.1071	902	0.7524	0.3984	0.7524	0.8674
0.3467	16.1429	904	0.7631	0.4091	0.7631	0.8736
0.3467	16.1786	906	0.7728	0.3382	0.7728	0.8791
0.3467	16.2143	908	0.7833	0.3127	0.7833	0.8851
0.3467	16.25	910	0.8423	0.2662	0.8423	0.9178
0.3467	16.2857	912	0.9232	0.3219	0.9232	0.9609
0.3467	16.3214	914	0.9427	0.3100	0.9427	0.9709
0.3467	16.3571	916	0.8880	0.2812	0.8880	0.9424
0.3467	16.3929	918	0.8057	0.3355	0.8057	0.8976
0.3467	16.4286	920	0.7655	0.3955	0.7655	0.8749
0.3467	16.4643	922	0.7712	0.3834	0.7712	0.8782
0.3467	16.5	924	0.7594	0.3834	0.7594	0.8714
0.3467	16.5357	926	0.7397	0.4738	0.7397	0.8601
0.3467	16.5714	928	0.7308	0.4681	0.7308	0.8548
0.3467	16.6071	930	0.7266	0.4147	0.7266	0.8524
0.3467	16.6429	932	0.7310	0.3572	0.7310	0.8550
0.3467	16.6786	934	0.7223	0.4147	0.7223	0.8499
0.3467	16.7143	936	0.7230	0.4419	0.7230	0.8503
0.3467	16.75	938	0.7389	0.3840	0.7389	0.8596
0.3467	16.7857	940	0.7829	0.2662	0.7829	0.8848
0.3467	16.8214	942	0.8299	0.2696	0.8299	0.9110
0.3467	16.8571	944	0.8072	0.2662	0.8072	0.8985
0.3467	16.8929	946	0.7353	0.3840	0.7353	0.8575
0.3467	16.9286	948	0.7065	0.4596	0.7065	0.8405
0.3467	16.9643	950	0.7019	0.4866	0.7019	0.8378
0.3467	17.0	952	0.6993	0.4866	0.6993	0.8362
0.3467	17.0357	954	0.7015	0.4866	0.7015	0.8375
0.3467	17.0714	956	0.7050	0.4866	0.7050	0.8397
0.3467	17.1071	958	0.7045	0.4738	0.7045	0.8393
0.3467	17.1429	960	0.7142	0.4253	0.7142	0.8451
0.3467	17.1786	962	0.7232	0.3474	0.7232	0.8504
0.3467	17.2143	964	0.7149	0.4253	0.7149	0.8455
0.3467	17.25	966	0.6971	0.4820	0.6971	0.8349
0.3467	17.2857	968	0.6951	0.4617	0.6951	0.8337
0.3467	17.3214	970	0.7089	0.4124	0.7089	0.8420
0.3467	17.3571	972	0.7150	0.4124	0.7150	0.8456
0.3467	17.3929	974	0.7175	0.3763	0.7175	0.8471
0.3467	17.4286	976	0.6991	0.3840	0.6991	0.8361
0.3467	17.4643	978	0.6878	0.4358	0.6878	0.8293
0.3467	17.5	980	0.6873	0.4973	0.6873	0.8291
0.3467	17.5357	982	0.6888	0.4973	0.6888	0.8300
0.3467	17.5714	984	0.6877	0.4738	0.6877	0.8293
0.3467	17.6071	986	0.6876	0.4955	0.6876	0.8292
0.3467	17.6429	988	0.7051	0.4937	0.7051	0.8397
0.3467	17.6786	990	0.7226	0.4763	0.7226	0.8501
0.3467	17.7143	992	0.7201	0.4377	0.7201	0.8486
0.3467	17.75	994	0.7064	0.4700	0.7064	0.8405
0.3467	17.7857	996	0.6932	0.4937	0.6932	0.8326
0.3467	17.8214	998	0.6805	0.4955	0.6805	0.8249
0.0756	17.8571	1000	0.6808	0.5021	0.6808	0.8251
0.0756	17.8929	1002	0.6817	0.4700	0.6817	0.8257
0.0756	17.9286	1004	0.6908	0.4257	0.6908	0.8311
0.0756	17.9643	1006	0.7285	0.3662	0.7285	0.8535
0.0756	18.0	1008	0.7718	0.3662	0.7718	0.8785
0.0756	18.0357	1010	0.7760	0.3662	0.7760	0.8809

Framework versions

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