ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k12_task3_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: 0.8981
• Qwk: -0.0623
• Mse: 0.8981
• Rmse: 0.9477

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	3.7962	0.0023	3.7962	1.9484
No log	0.0645	4	2.1983	0.0304	2.1983	1.4827
No log	0.0968	6	1.4499	-0.0484	1.4499	1.2041
No log	0.1290	8	0.8390	-0.0390	0.8390	0.9159
No log	0.1613	10	0.7144	0.1021	0.7144	0.8452
No log	0.1935	12	0.6778	-0.0626	0.6778	0.8233
No log	0.2258	14	0.8209	-0.0408	0.8209	0.9060
No log	0.2581	16	0.9042	-0.0101	0.9042	0.9509
No log	0.2903	18	0.8228	-0.0766	0.8228	0.9071
No log	0.3226	20	0.7765	0.0318	0.7765	0.8812
No log	0.3548	22	0.8131	-0.0753	0.8131	0.9017
No log	0.3871	24	0.8256	-0.1246	0.8256	0.9086
No log	0.4194	26	0.9856	-0.0606	0.9856	0.9928
No log	0.4516	28	1.4855	0.0235	1.4855	1.2188
No log	0.4839	30	1.3390	0.0235	1.3390	1.1572
No log	0.5161	32	0.9255	-0.0943	0.9255	0.9620
No log	0.5484	34	0.7203	-0.0695	0.7203	0.8487
No log	0.5806	36	0.6725	-0.0035	0.6725	0.8201
No log	0.6129	38	0.6787	0.0	0.6787	0.8239
No log	0.6452	40	0.7065	0.0964	0.7065	0.8405
No log	0.6774	42	0.9764	-0.0862	0.9764	0.9881
No log	0.7097	44	0.9540	-0.0054	0.9540	0.9767
No log	0.7419	46	0.7446	0.1828	0.7446	0.8629
No log	0.7742	48	0.7445	0.0506	0.7445	0.8629
No log	0.8065	50	0.7627	0.0857	0.7627	0.8733
No log	0.8387	52	0.7968	0.2502	0.7968	0.8926
No log	0.8710	54	0.8391	0.1449	0.8391	0.9160
No log	0.9032	56	0.8585	0.1415	0.8585	0.9265
No log	0.9355	58	0.9069	0.0606	0.9069	0.9523
No log	0.9677	60	0.9578	0.0612	0.9578	0.9787
No log	1.0	62	0.9458	0.2160	0.9458	0.9725
No log	1.0323	64	0.9716	0.2158	0.9716	0.9857
No log	1.0645	66	0.9803	0.0483	0.9803	0.9901
No log	1.0968	68	1.2462	0.1047	1.2462	1.1163
No log	1.1290	70	1.1566	0.0253	1.1566	1.0754
No log	1.1613	72	0.8970	0.1586	0.8970	0.9471
No log	1.1935	74	0.9218	0.0896	0.9218	0.9601
No log	1.2258	76	0.9305	0.2038	0.9305	0.9646
No log	1.2581	78	1.1539	0.0685	1.1539	1.0742
No log	1.2903	80	1.0427	0.0852	1.0427	1.0211
No log	1.3226	82	1.0050	-0.0208	1.0050	1.0025
No log	1.3548	84	1.0207	0.0404	1.0207	1.0103
No log	1.3871	86	1.1329	0.0922	1.1329	1.0644
No log	1.4194	88	1.3119	0.0755	1.3119	1.1454
No log	1.4516	90	1.2968	0.0265	1.2968	1.1388
No log	1.4839	92	1.1135	0.0193	1.1135	1.0552
No log	1.5161	94	0.8757	0.1687	0.8757	0.9358
No log	1.5484	96	1.0079	-0.0454	1.0079	1.0039
No log	1.5806	98	0.9045	-0.0778	0.9045	0.9510
No log	1.6129	100	0.9245	0.0964	0.9245	0.9615
No log	1.6452	102	1.3940	-0.0229	1.3940	1.1807
No log	1.6774	104	1.3927	-0.0243	1.3927	1.1801
No log	1.7097	106	0.9625	0.1511	0.9625	0.9811
No log	1.7419	108	1.0352	-0.0094	1.0352	1.0175
No log	1.7742	110	0.9544	-0.1200	0.9544	0.9769
No log	1.8065	112	1.0361	0.1252	1.0361	1.0179
No log	1.8387	114	1.2789	0.0785	1.2789	1.1309
No log	1.8710	116	1.0272	0.0980	1.0272	1.0135
No log	1.9032	118	0.9087	0.2158	0.9087	0.9532
No log	1.9355	120	0.9118	0.1723	0.9118	0.9549
No log	1.9677	122	0.9910	0.0044	0.9910	0.9955
No log	2.0	124	1.4174	0.0821	1.4174	1.1905
No log	2.0323	126	1.4123	0.0580	1.4123	1.1884
No log	2.0645	128	1.0967	0.0715	1.0967	1.0472
No log	2.0968	130	0.9899	0.0871	0.9899	0.9949
No log	2.1290	132	1.0083	0.0113	1.0083	1.0041
No log	2.1613	134	1.0560	0.0692	1.0560	1.0276
No log	2.1935	136	1.0972	0.0201	1.0972	1.0475
No log	2.2258	138	0.9813	-0.0033	0.9813	0.9906
No log	2.2581	140	0.9124	0.0791	0.9124	0.9552
No log	2.2903	142	0.8891	0.0408	0.8891	0.9429
No log	2.3226	144	0.9442	-0.0484	0.9442	0.9717
No log	2.3548	146	1.1177	0.0458	1.1177	1.0572
No log	2.3871	148	1.2699	0.0233	1.2699	1.1269
No log	2.4194	150	1.0602	0.0666	1.0602	1.0297
No log	2.4516	152	1.0337	0.1341	1.0337	1.0167
No log	2.4839	154	1.0181	0.1695	1.0181	1.0090
No log	2.5161	156	0.9824	0.1555	0.9824	0.9911
No log	2.5484	158	1.1349	0.0145	1.1349	1.0653
No log	2.5806	160	1.0244	0.0379	1.0244	1.0121
No log	2.6129	162	0.9036	0.1251	0.9036	0.9506
No log	2.6452	164	0.9125	0.0549	0.9125	0.9552
No log	2.6774	166	0.9465	-0.0454	0.9465	0.9729
No log	2.7097	168	0.9658	-0.1258	0.9658	0.9827
No log	2.7419	170	0.9571	0.0090	0.9571	0.9783
No log	2.7742	172	0.9695	-0.0266	0.9695	0.9846
No log	2.8065	174	0.9651	-0.0266	0.9651	0.9824
No log	2.8387	176	1.1145	0.0044	1.1145	1.0557
No log	2.8710	178	1.0287	-0.0341	1.0287	1.0142
No log	2.9032	180	0.9294	-0.0517	0.9294	0.9641
No log	2.9355	182	0.9100	-0.0357	0.9100	0.9539
No log	2.9677	184	0.9593	-0.0901	0.9593	0.9794
No log	3.0	186	1.1351	-0.0252	1.1351	1.0654
No log	3.0323	188	1.3779	0.0044	1.3779	1.1739
No log	3.0645	190	1.0955	-0.0949	1.0955	1.0466
No log	3.0968	192	0.9995	-0.0549	0.9995	0.9997
No log	3.1290	194	1.0934	-0.0356	1.0934	1.0457
No log	3.1613	196	1.3689	0.0253	1.3689	1.1700
No log	3.1935	198	1.1995	0.0673	1.1995	1.0952
No log	3.2258	200	1.0500	0.0441	1.0500	1.0247
No log	3.2581	202	1.0243	-0.0156	1.0243	1.0121
No log	3.2903	204	1.1960	0.0752	1.1960	1.0936
No log	3.3226	206	1.3768	0.0825	1.3768	1.1734
No log	3.3548	208	1.1776	0.0253	1.1776	1.0852
No log	3.3871	210	0.9911	-0.0575	0.9911	0.9955
No log	3.4194	212	0.8472	-0.0268	0.8472	0.9205
No log	3.4516	214	0.8257	0.0937	0.8257	0.9087
No log	3.4839	216	0.8366	0.0983	0.8366	0.9147
No log	3.5161	218	0.9501	-0.0301	0.9501	0.9747
No log	3.5484	220	1.2727	0.1048	1.2727	1.1282
No log	3.5806	222	1.3966	0.1301	1.3966	1.1818
No log	3.6129	224	1.1349	0.0413	1.1349	1.0653
No log	3.6452	226	1.0092	0.0591	1.0092	1.0046
No log	3.6774	228	1.0434	0.0591	1.0434	1.0215
No log	3.7097	230	1.0420	-0.0133	1.0420	1.0208
No log	3.7419	232	1.0975	0.0402	1.0975	1.0476
No log	3.7742	234	1.0179	-0.0702	1.0179	1.0089
No log	3.8065	236	0.9287	0.0437	0.9287	0.9637
No log	3.8387	238	0.9214	0.1489	0.9214	0.9599
No log	3.8710	240	0.9597	-0.0410	0.9597	0.9797
No log	3.9032	242	1.0402	0.0391	1.0402	1.0199
No log	3.9355	244	0.9645	-0.0326	0.9645	0.9821
No log	3.9677	246	0.9086	-0.0517	0.9086	0.9532
No log	4.0	248	0.8964	-0.0266	0.8964	0.9468
No log	4.0323	250	0.9144	-0.0212	0.9144	0.9563
No log	4.0645	252	0.9886	-0.0353	0.9886	0.9943
No log	4.0968	254	1.0189	-0.0276	1.0189	1.0094
No log	4.1290	256	0.9048	-0.0099	0.9048	0.9512
No log	4.1613	258	0.8786	0.1228	0.8786	0.9374
No log	4.1935	260	0.9303	-0.0093	0.9303	0.9645
No log	4.2258	262	1.0840	-0.0222	1.0840	1.0412
No log	4.2581	264	1.0395	-0.0013	1.0395	1.0196
No log	4.2903	266	0.9636	-0.0870	0.9636	0.9816
No log	4.3226	268	0.9955	-0.0452	0.9955	0.9977
No log	4.3548	270	1.0140	-0.0341	1.0140	1.0070
No log	4.3871	272	0.9201	-0.0452	0.9201	0.9592
No log	4.4194	274	0.9024	-0.0646	0.9024	0.9499
No log	4.4516	276	0.9452	-0.0452	0.9452	0.9722
No log	4.4839	278	1.2017	0.0233	1.2017	1.0962
No log	4.5161	280	1.2788	0.0846	1.2788	1.1308
No log	4.5484	282	1.0093	-0.0221	1.0093	1.0047
No log	4.5806	284	0.8218	0.0879	0.8218	0.9065
No log	4.6129	286	0.8311	0.1259	0.8311	0.9116
No log	4.6452	288	0.8526	0.0723	0.8526	0.9234
No log	4.6774	290	0.8703	0.1751	0.8703	0.9329
No log	4.7097	292	1.0838	0.0391	1.0838	1.0411
No log	4.7419	294	1.3187	-0.0249	1.3187	1.1484
No log	4.7742	296	1.2220	0.0741	1.2220	1.1054
No log	4.8065	298	0.9844	-0.0173	0.9844	0.9922
No log	4.8387	300	0.9394	0.0713	0.9394	0.9692
No log	4.8710	302	0.9142	0.0178	0.9142	0.9562
No log	4.9032	304	0.9183	-0.0099	0.9183	0.9583
No log	4.9355	306	0.9097	-0.0099	0.9097	0.9538
No log	4.9677	308	0.8994	0.0922	0.8994	0.9484
No log	5.0	310	0.8891	0.0301	0.8891	0.9429
No log	5.0323	312	0.8839	-0.0049	0.8839	0.9402
No log	5.0645	314	0.8960	0.0549	0.8960	0.9466
No log	5.0968	316	1.0086	-0.0261	1.0086	1.0043
No log	5.1290	318	0.9839	-0.0575	0.9839	0.9919
No log	5.1613	320	0.8638	-0.0608	0.8638	0.9294
No log	5.1935	322	0.8447	0.0393	0.8447	0.9191
No log	5.2258	324	0.9480	-0.0658	0.9480	0.9737
No log	5.2581	326	1.1332	0.0296	1.1332	1.0645
No log	5.2903	328	1.3522	0.0685	1.3522	1.1628
No log	5.3226	330	1.3889	0.0994	1.3889	1.1785
No log	5.3548	332	1.1585	0.0390	1.1585	1.0763
No log	5.3871	334	0.9735	0.0936	0.9735	0.9867
No log	5.4194	336	0.8616	0.0	0.8616	0.9282
No log	5.4516	338	0.8557	0.0441	0.8557	0.9250
No log	5.4839	340	0.9275	0.0246	0.9275	0.9631
No log	5.5161	342	1.0078	-0.0013	1.0078	1.0039
No log	5.5484	344	1.0528	-0.0301	1.0528	1.0261
No log	5.5806	346	1.0409	-0.0692	1.0409	1.0202
No log	5.6129	348	1.0234	-0.0727	1.0234	1.0116
No log	5.6452	350	0.9006	0.0913	0.9006	0.9490
No log	5.6774	352	0.8543	0.0846	0.8543	0.9243
No log	5.7097	354	0.8443	-0.0027	0.8443	0.9189
No log	5.7419	356	0.9065	-0.0153	0.9065	0.9521
No log	5.7742	358	0.9403	-0.0799	0.9403	0.9697
No log	5.8065	360	0.9419	-0.0470	0.9419	0.9705
No log	5.8387	362	0.9259	-0.0220	0.9259	0.9622
No log	5.8710	364	0.9410	0.0679	0.9410	0.9700
No log	5.9032	366	1.0431	0.0653	1.0431	1.0213
No log	5.9355	368	1.0063	0.0856	1.0063	1.0032
No log	5.9677	370	1.0292	-0.0274	1.0292	1.0145
No log	6.0	372	1.3938	0.0849	1.3938	1.1806
No log	6.0323	374	1.5984	0.0855	1.5984	1.2643
No log	6.0645	376	1.4705	0.0855	1.4705	1.2126
No log	6.0968	378	1.1312	-0.0021	1.1312	1.0636
No log	6.1290	380	0.9002	-0.0646	0.9002	0.9488
No log	6.1613	382	0.8624	0.1249	0.8624	0.9286
No log	6.1935	384	0.8641	-0.0426	0.8641	0.9295
No log	6.2258	386	0.9930	0.0319	0.9930	0.9965
No log	6.2581	388	1.2313	0.0239	1.2313	1.1097
No log	6.2903	390	1.2708	0.0764	1.2708	1.1273
No log	6.3226	392	1.0962	0.0390	1.0962	1.0470
No log	6.3548	394	0.9474	0.0159	0.9474	0.9733
No log	6.3871	396	0.9741	0.0159	0.9741	0.9870
No log	6.4194	398	1.1526	0.0659	1.1526	1.0736
No log	6.4516	400	1.2890	-0.0088	1.2890	1.1353
No log	6.4839	402	1.1836	0.0098	1.1836	1.0879
No log	6.5161	404	1.0093	-0.0033	1.0093	1.0046
No log	6.5484	406	0.8764	0.0	0.8764	0.9362
No log	6.5806	408	0.8248	0.1254	0.8248	0.9082
No log	6.6129	410	0.8286	0.1254	0.8286	0.9103
No log	6.6452	412	0.8518	0.0441	0.8518	0.9229
No log	6.6774	414	0.9883	0.0025	0.9883	0.9942
No log	6.7097	416	1.1218	-0.0107	1.1218	1.0592
No log	6.7419	418	1.1443	-0.0141	1.1443	1.0697
No log	6.7742	420	1.0000	-0.0214	1.0000	1.0000
No log	6.8065	422	0.9703	0.0452	0.9703	0.9850
No log	6.8387	424	0.9686	0.0700	0.9686	0.9842
No log	6.8710	426	0.8742	0.0741	0.8742	0.9350
No log	6.9032	428	0.9151	-0.0977	0.9151	0.9566
No log	6.9355	430	0.9780	-0.0035	0.9780	0.9890
No log	6.9677	432	0.9438	-0.0808	0.9438	0.9715
No log	7.0	434	0.8966	0.2096	0.8966	0.9469
No log	7.0323	436	0.9427	0.1431	0.9427	0.9709
No log	7.0645	438	0.9086	0.2053	0.9086	0.9532
No log	7.0968	440	0.8901	-0.0700	0.8901	0.9435
No log	7.1290	442	0.9444	-0.0799	0.9444	0.9718
No log	7.1613	444	0.9115	-0.0470	0.9115	0.9547
No log	7.1935	446	0.8075	-0.0029	0.8075	0.8986
No log	7.2258	448	0.7897	0.0338	0.7897	0.8886
No log	7.2581	450	0.8151	0.0357	0.8151	0.9028
No log	7.2903	452	0.8341	0.0357	0.8341	0.9133
No log	7.3226	454	0.8632	0.0323	0.8632	0.9291
No log	7.3548	456	0.8964	0.0123	0.8964	0.9468
No log	7.3871	458	1.0084	-0.0276	1.0084	1.0042
No log	7.4194	460	1.1119	-0.0411	1.1119	1.0545
No log	7.4516	462	1.0777	0.0098	1.0777	1.0381
No log	7.4839	464	0.9930	-0.0053	0.9930	0.9965
No log	7.5161	466	0.9358	0.0049	0.9358	0.9674
No log	7.5484	468	0.9037	-0.0103	0.9037	0.9506
No log	7.5806	470	0.9290	-0.1072	0.9290	0.9638
No log	7.6129	472	0.9785	-0.0438	0.9785	0.9892
No log	7.6452	474	0.9761	-0.0438	0.9761	0.9880
No log	7.6774	476	0.9223	-0.0498	0.9223	0.9604
No log	7.7097	478	0.9467	-0.0053	0.9467	0.9730
No log	7.7419	480	0.9253	-0.0033	0.9253	0.9619
No log	7.7742	482	0.8894	-0.0530	0.8894	0.9431
No log	7.8065	484	0.8303	0.0410	0.8303	0.9112
No log	7.8387	486	0.7935	0.0338	0.7935	0.8908
No log	7.8710	488	0.7843	0.1254	0.7843	0.8856
No log	7.9032	490	0.8044	0.1254	0.8044	0.8969
No log	7.9355	492	0.8950	0.0114	0.8950	0.9461
No log	7.9677	494	1.1097	0.0692	1.1097	1.0534
No log	8.0	496	1.1402	0.0666	1.1402	1.0678
No log	8.0323	498	1.0625	-0.0069	1.0625	1.0308
0.2943	8.0645	500	0.9697	-0.0291	0.9697	0.9847
0.2943	8.0968	502	0.9505	0.0272	0.9505	0.9749
0.2943	8.1290	504	0.9190	-0.0616	0.9190	0.9586
0.2943	8.1613	506	0.9216	-0.0601	0.9216	0.9600
0.2943	8.1935	508	1.0440	0.0098	1.0440	1.0218
0.2943	8.2258	510	1.0871	-0.0149	1.0871	1.0427
0.2943	8.2581	512	1.0613	0.0098	1.0613	1.0302
0.2943	8.2903	514	0.9398	-0.0481	0.9398	0.9694
0.2943	8.3226	516	0.9516	0.0140	0.9516	0.9755
0.2943	8.3548	518	0.9844	0.0810	0.9844	0.9921
0.2943	8.3871	520	0.9390	-0.0192	0.9390	0.9690
0.2943	8.4194	522	0.9922	-0.0395	0.9922	0.9961
0.2943	8.4516	524	1.0460	0.0342	1.0460	1.0227
0.2943	8.4839	526	0.9764	-0.0395	0.9764	0.9881
0.2943	8.5161	528	0.9244	-0.0313	0.9244	0.9614
0.2943	8.5484	530	0.9436	-0.0498	0.9436	0.9714
0.2943	8.5806	532	1.0263	-0.0013	1.0263	1.0130
0.2943	8.6129	534	1.0366	0.0006	1.0366	1.0182
0.2943	8.6452	536	0.9326	-0.0530	0.9326	0.9657
0.2943	8.6774	538	0.8961	0.0426	0.8961	0.9466
0.2943	8.7097	540	0.9087	0.0393	0.9087	0.9532
0.2943	8.7419	542	0.9427	-0.0361	0.9427	0.9709
0.2943	8.7742	544	0.9798	-0.0222	0.9798	0.9898
0.2943	8.8065	546	0.9551	-0.0601	0.9551	0.9773
0.2943	8.8387	548	0.9548	-0.0137	0.9548	0.9771
0.2943	8.8710	550	0.9249	-0.0543	0.9249	0.9617
0.2943	8.9032	552	0.8960	-0.0941	0.8960	0.9466
0.2943	8.9355	554	0.8596	-0.0806	0.8596	0.9271
0.2943	8.9677	556	0.8461	-0.0026	0.8461	0.9198
0.2943	9.0	558	0.8231	0.1304	0.8231	0.9073
0.2943	9.0323	560	0.8313	0.1249	0.8313	0.9118
0.2943	9.0645	562	0.8573	0.1249	0.8573	0.9259
0.2943	9.0968	564	0.8880	-0.0443	0.8880	0.9423
0.2943	9.1290	566	0.9468	-0.0901	0.9468	0.9730
0.2943	9.1613	568	0.9618	-0.0096	0.9618	0.9807
0.2943	9.1935	570	0.8986	-0.0530	0.8986	0.9479
0.2943	9.2258	572	0.7976	0.1311	0.7976	0.8931
0.2943	9.2581	574	0.8004	0.1148	0.8004	0.8946
0.2943	9.2903	576	0.8237	0.1097	0.8237	0.9076
0.2943	9.3226	578	0.8013	0.1148	0.8013	0.8951
0.2943	9.3548	580	0.8073	0.1311	0.8073	0.8985
0.2943	9.3871	582	0.8381	0.0828	0.8381	0.9155
0.2943	9.4194	584	0.8953	0.0134	0.8953	0.9462
0.2943	9.4516	586	0.9246	-0.0142	0.9246	0.9616
0.2943	9.4839	588	0.9250	-0.0161	0.9250	0.9618
0.2943	9.5161	590	0.9086	-0.0212	0.9086	0.9532
0.2943	9.5484	592	0.9222	-0.0142	0.9222	0.9603
0.2943	9.5806	594	0.9192	-0.0142	0.9192	0.9588
0.2943	9.6129	596	0.8720	0.0423	0.8720	0.9338
0.2943	9.6452	598	0.8575	-0.0079	0.8575	0.9260
0.2943	9.6774	600	0.8875	-0.0023	0.8875	0.9421
0.2943	9.7097	602	0.9765	0.0208	0.9765	0.9882
0.2943	9.7419	604	0.9902	0.0223	0.9902	0.9951
0.2943	9.7742	606	0.9549	0.0160	0.9549	0.9772
0.2943	9.8065	608	0.9153	-0.0302	0.9153	0.9567
0.2943	9.8387	610	0.8731	0.0277	0.8731	0.9344
0.2943	9.8710	612	0.8717	0.0313	0.8717	0.9336
0.2943	9.9032	614	0.9055	-0.0634	0.9055	0.9516
0.2943	9.9355	616	0.9767	-0.0032	0.9767	0.9883
0.2943	9.9677	618	1.0347	0.0653	1.0347	1.0172
0.2943	10.0	620	0.9994	-0.0013	0.9994	0.9997
0.2943	10.0323	622	0.9570	-0.0053	0.9570	0.9783
0.2943	10.0645	624	0.8692	0.0377	0.8692	0.9323
0.2943	10.0968	626	0.8357	0.1141	0.8357	0.9142
0.2943	10.1290	628	0.8271	0.1298	0.8271	0.9095
0.2943	10.1613	630	0.8702	-0.0277	0.8702	0.9328
0.2943	10.1935	632	0.8973	-0.0167	0.8973	0.9472
0.2943	10.2258	634	0.8561	-0.0723	0.8561	0.9252
0.2943	10.2581	636	0.8509	0.0025	0.8509	0.9224
0.2943	10.2903	638	0.8280	-0.0054	0.8280	0.9099
0.2943	10.3226	640	0.8466	0.0723	0.8466	0.9201
0.2943	10.3548	642	0.8646	0.0650	0.8646	0.9298
0.2943	10.3871	644	0.8756	-0.0121	0.8756	0.9357
0.2943	10.4194	646	0.9484	-0.0161	0.9484	0.9739
0.2943	10.4516	648	0.9994	0.0282	0.9994	0.9997
0.2943	10.4839	650	0.9700	0.0329	0.9700	0.9849
0.2943	10.5161	652	0.8809	0.0255	0.8809	0.9386
0.2943	10.5484	654	0.8308	-0.0257	0.8308	0.9115
0.2943	10.5806	656	0.7889	0.1395	0.7889	0.8882
0.2943	10.6129	658	0.7416	0.1379	0.7416	0.8612
0.2943	10.6452	660	0.7383	0.1379	0.7383	0.8593
0.2943	10.6774	662	0.7599	0.1856	0.7599	0.8717
0.2943	10.7097	664	0.8910	0.0271	0.8910	0.9439
0.2943	10.7419	666	0.9695	0.0402	0.9695	0.9846
0.2943	10.7742	668	0.8979	-0.0123	0.8979	0.9476
0.2943	10.8065	670	0.8198	0.1815	0.8198	0.9054
0.2943	10.8387	672	0.8223	0.1769	0.8223	0.9068
0.2943	10.8710	674	0.8281	0.1769	0.8281	0.9100
0.2943	10.9032	676	0.8755	0.0159	0.8755	0.9357
0.2943	10.9355	678	0.8967	-0.0123	0.8967	0.9470
0.2943	10.9677	680	0.8838	-0.0123	0.8838	0.9401
0.2943	11.0	682	0.8259	0.1358	0.8259	0.9088
0.2943	11.0323	684	0.7907	0.0828	0.7907	0.8892
0.2943	11.0645	686	0.8218	0.0898	0.8218	0.9065
0.2943	11.0968	688	0.9379	0.0329	0.9379	0.9685
0.2943	11.1290	690	0.9677	0.0659	0.9677	0.9837
0.2943	11.1613	692	0.8615	0.0165	0.8615	0.9282
0.2943	11.1935	694	0.8119	0.0412	0.8119	0.9010
0.2943	11.2258	696	0.8163	0.0053	0.8163	0.9035
0.2943	11.2581	698	0.7991	0.0432	0.7991	0.8939
0.2943	11.2903	700	0.8076	0.0394	0.8076	0.8987
0.2943	11.3226	702	0.8530	-0.0634	0.8530	0.9236
0.2943	11.3548	704	0.8526	-0.1067	0.8526	0.9233
0.2943	11.3871	706	0.8217	0.1298	0.8217	0.9065
0.2943	11.4194	708	0.7909	0.1304	0.7909	0.8893
0.2943	11.4516	710	0.7805	0.1304	0.7805	0.8835
0.2943	11.4839	712	0.7917	0.1362	0.7917	0.8898
0.2943	11.5161	714	0.8669	-0.0148	0.8669	0.9311
0.2943	11.5484	716	0.8583	-0.0220	0.8583	0.9264
0.2943	11.5806	718	0.8189	0.1304	0.8189	0.9049
0.2943	11.6129	720	0.8360	0.1599	0.8360	0.9143
0.2943	11.6452	722	0.8415	0.1599	0.8415	0.9173
0.2943	11.6774	724	0.8136	0.1304	0.8136	0.9020
0.2943	11.7097	726	0.8427	-0.0307	0.8427	0.9180
0.2943	11.7419	728	0.8158	0.1362	0.8158	0.9032
0.2943	11.7742	730	0.8166	0.1304	0.8166	0.9037
0.2943	11.8065	732	0.8471	0.1304	0.8471	0.9204
0.2943	11.8387	734	0.8924	0.1049	0.8924	0.9447
0.2943	11.8710	736	0.9011	0.1049	0.9011	0.9492
0.2943	11.9032	738	0.9261	0.0748	0.9261	0.9623
0.2943	11.9355	740	0.9441	-0.0549	0.9441	0.9716
0.2943	11.9677	742	0.9224	-0.0161	0.9224	0.9604
0.2943	12.0	744	0.8674	0.0783	0.8674	0.9314
0.2943	12.0323	746	0.8571	0.0660	0.8571	0.9258
0.2943	12.0645	748	0.8296	0.0723	0.8296	0.9108
0.2943	12.0968	750	0.8020	0.1304	0.8020	0.8955
0.2943	12.1290	752	0.8759	-0.0530	0.8759	0.9359
0.2943	12.1613	754	0.9180	0.0277	0.9180	0.9581
0.2943	12.1935	756	0.8941	-0.0074	0.8941	0.9456
0.2943	12.2258	758	0.8081	0.1362	0.8081	0.8990
0.2943	12.2581	760	0.7888	0.1362	0.7888	0.8881
0.2943	12.2903	762	0.8048	0.1362	0.8048	0.8971
0.2943	12.3226	764	0.8509	-0.0672	0.8509	0.9224
0.2943	12.3548	766	0.8625	-0.0634	0.8625	0.9287
0.2943	12.3871	768	0.8579	-0.0339	0.8579	0.9262
0.2943	12.4194	770	0.8411	0.1304	0.8411	0.9171
0.2943	12.4516	772	0.8344	0.0723	0.8344	0.9135
0.2943	12.4839	774	0.8275	0.0723	0.8275	0.9097
0.2943	12.5161	776	0.8442	-0.0500	0.8442	0.9188
0.2943	12.5484	778	0.8866	-0.1021	0.8866	0.9416
0.2943	12.5806	780	0.9262	-0.0854	0.9262	0.9624
0.2943	12.6129	782	0.9394	-0.0833	0.9394	0.9692
0.2943	12.6452	784	0.8981	-0.0623	0.8981	0.9477

Framework versions

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