ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k12_task1_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: 0.6949
• Qwk: 0.6398
• Mse: 0.6949
• Rmse: 0.8336

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	0.0333	2	5.4028	-0.0316	5.4028	2.3244
No log	0.0667	4	3.6697	-0.0069	3.6697	1.9156
No log	0.1	6	2.6294	-0.1067	2.6294	1.6215
No log	0.1333	8	1.5616	0.1513	1.5616	1.2496
No log	0.1667	10	1.1810	0.3678	1.1810	1.0867
No log	0.2	12	1.0737	0.2938	1.0737	1.0362
No log	0.2333	14	1.1606	0.3549	1.1606	1.0773
No log	0.2667	16	1.6171	0.1780	1.6171	1.2717
No log	0.3	18	2.0896	0.1699	2.0896	1.4455
No log	0.3333	20	1.6005	0.2129	1.6005	1.2651
No log	0.3667	22	1.1261	0.3195	1.1261	1.0612
No log	0.4	24	0.9429	0.3879	0.9429	0.9710
No log	0.4333	26	1.1297	0.3652	1.1297	1.0629
No log	0.4667	28	1.5816	0.2511	1.5816	1.2576
No log	0.5	30	2.1062	0.2327	2.1062	1.4513
No log	0.5333	32	1.9977	0.2608	1.9977	1.4134
No log	0.5667	34	1.5804	0.2042	1.5804	1.2572
No log	0.6	36	1.0941	0.4422	1.0941	1.0460
No log	0.6333	38	0.9483	0.4699	0.9483	0.9738
No log	0.6667	40	0.8835	0.4973	0.8835	0.9400
No log	0.7	42	0.9316	0.4973	0.9316	0.9652
No log	0.7333	44	0.8244	0.5649	0.8244	0.9080
No log	0.7667	46	1.1006	0.4599	1.1006	1.0491
No log	0.8	48	1.2893	0.4481	1.2893	1.1355
No log	0.8333	50	1.1077	0.4640	1.1077	1.0525
No log	0.8667	52	1.1504	0.4620	1.1504	1.0725
No log	0.9	54	1.0152	0.5226	1.0152	1.0076
No log	0.9333	56	0.9512	0.5960	0.9512	0.9753
No log	0.9667	58	0.7525	0.6636	0.7525	0.8675
No log	1.0	60	0.8044	0.6399	0.8044	0.8969
No log	1.0333	62	1.1319	0.4660	1.1319	1.0639
No log	1.0667	64	1.1247	0.4866	1.1247	1.0605
No log	1.1	66	0.8398	0.6041	0.8398	0.9164
No log	1.1333	68	0.7438	0.6616	0.7438	0.8625
No log	1.1667	70	0.7060	0.6324	0.7060	0.8402
No log	1.2	72	0.8475	0.6079	0.8475	0.9206
No log	1.2333	74	1.2600	0.4720	1.2600	1.1225
No log	1.2667	76	1.4523	0.4257	1.4523	1.2051
No log	1.3	78	0.9725	0.6106	0.9725	0.9862
No log	1.3333	80	0.7688	0.6506	0.7688	0.8768
No log	1.3667	82	0.7867	0.6437	0.7867	0.8870
No log	1.4	84	0.8296	0.6291	0.8296	0.9108
No log	1.4333	86	0.7279	0.6934	0.7279	0.8532
No log	1.4667	88	0.7212	0.6873	0.7212	0.8492
No log	1.5	90	0.7383	0.6867	0.7383	0.8593
No log	1.5333	92	0.7192	0.6756	0.7192	0.8481
No log	1.5667	94	0.7370	0.6754	0.7370	0.8585
No log	1.6	96	0.7319	0.6384	0.7319	0.8555
No log	1.6333	98	0.7021	0.6516	0.7021	0.8379
No log	1.6667	100	0.6931	0.6427	0.6931	0.8325
No log	1.7	102	0.6927	0.6148	0.6927	0.8323
No log	1.7333	104	0.9563	0.5538	0.9563	0.9779
No log	1.7667	106	1.0206	0.5323	1.0206	1.0102
No log	1.8	108	0.7687	0.6509	0.7687	0.8768
No log	1.8333	110	0.6317	0.7097	0.6317	0.7948
No log	1.8667	112	0.6475	0.6748	0.6475	0.8047
No log	1.9	114	0.6866	0.7120	0.6866	0.8286
No log	1.9333	116	0.7675	0.6634	0.7675	0.8761
No log	1.9667	118	0.8606	0.6052	0.8606	0.9277
No log	2.0	120	0.9355	0.5751	0.9355	0.9672
No log	2.0333	122	0.9263	0.5739	0.9263	0.9624
No log	2.0667	124	0.7013	0.7293	0.7013	0.8374
No log	2.1	126	0.6270	0.7130	0.6270	0.7919
No log	2.1333	128	0.6528	0.7199	0.6528	0.8080
No log	2.1667	130	0.6322	0.7145	0.6322	0.7951
No log	2.2	132	0.7152	0.6965	0.7152	0.8457
No log	2.2333	134	0.6596	0.7194	0.6596	0.8121
No log	2.2667	136	0.6036	0.7267	0.6036	0.7769
No log	2.3	138	0.6005	0.7101	0.6005	0.7749
No log	2.3333	140	0.6173	0.7258	0.6173	0.7857
No log	2.3667	142	0.7422	0.6820	0.7422	0.8615
No log	2.4	144	0.7282	0.6747	0.7282	0.8533
No log	2.4333	146	0.6178	0.7002	0.6178	0.7860
No log	2.4667	148	0.6459	0.6654	0.6459	0.8037
No log	2.5	150	0.6378	0.6664	0.6378	0.7986
No log	2.5333	152	0.6121	0.7074	0.6121	0.7824
No log	2.5667	154	0.7541	0.6653	0.7541	0.8684
No log	2.6	156	1.1315	0.5068	1.1315	1.0637
No log	2.6333	158	1.2586	0.5165	1.2586	1.1219
No log	2.6667	160	0.9964	0.5359	0.9964	0.9982
No log	2.7	162	0.7019	0.6854	0.7019	0.8378
No log	2.7333	164	0.6476	0.7000	0.6476	0.8047
No log	2.7667	166	0.6800	0.6850	0.6800	0.8246
No log	2.8	168	0.8204	0.6215	0.8204	0.9058
No log	2.8333	170	0.8714	0.5989	0.8714	0.9335
No log	2.8667	172	0.9024	0.6105	0.9024	0.9500
No log	2.9	174	0.9424	0.6021	0.9424	0.9708
No log	2.9333	176	0.8276	0.6635	0.8276	0.9097
No log	2.9667	178	0.6710	0.6969	0.6710	0.8191
No log	3.0	180	0.6516	0.7017	0.6516	0.8072
No log	3.0333	182	0.7189	0.6591	0.7189	0.8479
No log	3.0667	184	0.8771	0.6018	0.8771	0.9365
No log	3.1	186	0.9779	0.5715	0.9779	0.9889
No log	3.1333	188	0.8176	0.6318	0.8176	0.9042
No log	3.1667	190	0.7074	0.6814	0.7074	0.8411
No log	3.2	192	0.6206	0.7362	0.6206	0.7878
No log	3.2333	194	0.6262	0.6947	0.6262	0.7913
No log	3.2667	196	0.6248	0.6694	0.6248	0.7904
No log	3.3	198	0.6164	0.7027	0.6164	0.7851
No log	3.3333	200	0.6561	0.6374	0.6561	0.8100
No log	3.3667	202	0.7709	0.6345	0.7709	0.8780
No log	3.4	204	1.0343	0.5715	1.0343	1.0170
No log	3.4333	206	0.9931	0.5629	0.9931	0.9965
No log	3.4667	208	0.7302	0.6475	0.7302	0.8545
No log	3.5	210	0.5975	0.7141	0.5975	0.7729
No log	3.5333	212	0.6326	0.6812	0.6326	0.7953
No log	3.5667	214	0.6335	0.7031	0.6335	0.7959
No log	3.6	216	0.6501	0.7238	0.6501	0.8063
No log	3.6333	218	0.8308	0.6766	0.8308	0.9115
No log	3.6667	220	0.9327	0.6193	0.9327	0.9658
No log	3.7	222	0.7720	0.6811	0.7720	0.8786
No log	3.7333	224	0.6169	0.7333	0.6169	0.7854
No log	3.7667	226	0.6157	0.7324	0.6157	0.7847
No log	3.8	228	0.6191	0.7160	0.6191	0.7868
No log	3.8333	230	0.8143	0.6324	0.8143	0.9024
No log	3.8667	232	0.9923	0.5809	0.9923	0.9962
No log	3.9	234	0.8475	0.6626	0.8475	0.9206
No log	3.9333	236	0.6688	0.7008	0.6688	0.8178
No log	3.9667	238	0.6393	0.7471	0.6393	0.7996
No log	4.0	240	0.7428	0.6363	0.7428	0.8618
No log	4.0333	242	0.7938	0.5972	0.7938	0.8910
No log	4.0667	244	0.6918	0.6497	0.6918	0.8317
No log	4.1	246	0.6237	0.7109	0.6237	0.7898
No log	4.1333	248	0.7229	0.6292	0.7229	0.8502
No log	4.1667	250	0.8766	0.5705	0.8766	0.9363
No log	4.2	252	0.9644	0.5347	0.9644	0.9820
No log	4.2333	254	0.8291	0.6371	0.8291	0.9106
No log	4.2667	256	0.6399	0.7078	0.6399	0.7999
No log	4.3	258	0.7135	0.6626	0.7135	0.8447
No log	4.3333	260	0.8767	0.6048	0.8767	0.9363
No log	4.3667	262	0.8442	0.6199	0.8442	0.9188
No log	4.4	264	0.6784	0.6823	0.6784	0.8237
No log	4.4333	266	0.6194	0.7378	0.6194	0.7870
No log	4.4667	268	0.6419	0.6789	0.6419	0.8012
No log	4.5	270	0.6309	0.6996	0.6309	0.7943
No log	4.5333	272	0.6106	0.6902	0.6106	0.7814
No log	4.5667	274	0.6286	0.6537	0.6286	0.7928
No log	4.6	276	0.6201	0.6694	0.6201	0.7875
No log	4.6333	278	0.6034	0.7208	0.6034	0.7768
No log	4.6667	280	0.6087	0.7260	0.6087	0.7802
No log	4.7	282	0.6207	0.7139	0.6207	0.7878
No log	4.7333	284	0.6553	0.7087	0.6553	0.8095
No log	4.7667	286	0.6935	0.7031	0.6935	0.8327
No log	4.8	288	0.6528	0.6946	0.6528	0.8080
No log	4.8333	290	0.6614	0.7356	0.6614	0.8133
No log	4.8667	292	0.7151	0.6664	0.7151	0.8457
No log	4.9	294	0.6549	0.6656	0.6549	0.8092
No log	4.9333	296	0.6192	0.7046	0.6192	0.7869
No log	4.9667	298	0.6608	0.6386	0.6608	0.8129
No log	5.0	300	0.7105	0.6426	0.7105	0.8429
No log	5.0333	302	0.6826	0.6302	0.6826	0.8262
No log	5.0667	304	0.6188	0.6755	0.6188	0.7866
No log	5.1	306	0.6090	0.6936	0.6090	0.7804
No log	5.1333	308	0.6047	0.7170	0.6047	0.7776
No log	5.1667	310	0.6159	0.7109	0.6159	0.7848
No log	5.2	312	0.6661	0.6776	0.6661	0.8162
No log	5.2333	314	0.7517	0.6540	0.7517	0.8670
No log	5.2667	316	0.9139	0.6124	0.9139	0.9560
No log	5.3	318	0.9043	0.6198	0.9043	0.9510
No log	5.3333	320	0.7347	0.6572	0.7347	0.8571
No log	5.3667	322	0.6524	0.6642	0.6524	0.8077
No log	5.4	324	0.6642	0.7237	0.6642	0.8150
No log	5.4333	326	0.6897	0.6972	0.6897	0.8305
No log	5.4667	328	0.8510	0.6576	0.8510	0.9225
No log	5.5	330	0.9590	0.6379	0.9590	0.9793
No log	5.5333	332	0.8190	0.6474	0.8190	0.9050
No log	5.5667	334	0.6675	0.6925	0.6675	0.8170
No log	5.6	336	0.6060	0.7043	0.6060	0.7785
No log	5.6333	338	0.5976	0.7156	0.5976	0.7730
No log	5.6667	340	0.6018	0.7321	0.6018	0.7757
No log	5.7	342	0.5973	0.7410	0.5973	0.7728
No log	5.7333	344	0.5932	0.7365	0.5932	0.7702
No log	5.7667	346	0.6493	0.6902	0.6493	0.8058
No log	5.8	348	0.6681	0.6763	0.6681	0.8174
No log	5.8333	350	0.6221	0.7355	0.6221	0.7887
No log	5.8667	352	0.6423	0.7265	0.6423	0.8014
No log	5.9	354	0.7209	0.6839	0.7209	0.8490
No log	5.9333	356	0.6786	0.6921	0.6786	0.8238
No log	5.9667	358	0.5926	0.7367	0.5926	0.7698
No log	6.0	360	0.6426	0.6765	0.6426	0.8016
No log	6.0333	362	0.7396	0.6312	0.7396	0.8600
No log	6.0667	364	0.7242	0.6393	0.7242	0.8510
No log	6.1	366	0.6276	0.6852	0.6276	0.7922
No log	6.1333	368	0.5905	0.7448	0.5905	0.7684
No log	6.1667	370	0.6056	0.7496	0.6056	0.7782
No log	6.2	372	0.5997	0.7394	0.5997	0.7744
No log	6.2333	374	0.5847	0.7767	0.5847	0.7646
No log	6.2667	376	0.6226	0.7083	0.6226	0.7890
No log	6.3	378	0.6409	0.7048	0.6409	0.8006
No log	6.3333	380	0.6128	0.7455	0.6128	0.7828
No log	6.3667	382	0.6312	0.7201	0.6312	0.7945
No log	6.4	384	0.7277	0.7084	0.7277	0.8531
No log	6.4333	386	0.7459	0.6849	0.7459	0.8637
No log	6.4667	388	0.6587	0.7037	0.6587	0.8116
No log	6.5	390	0.6120	0.7484	0.6120	0.7823
No log	6.5333	392	0.5959	0.7569	0.5959	0.7719
No log	6.5667	394	0.6055	0.7320	0.6055	0.7782
No log	6.6	396	0.6230	0.7513	0.6230	0.7893
No log	6.6333	398	0.6122	0.7505	0.6122	0.7825
No log	6.6667	400	0.6258	0.7431	0.6258	0.7911
No log	6.7	402	0.6560	0.6893	0.6560	0.8099
No log	6.7333	404	0.7358	0.6777	0.7358	0.8578
No log	6.7667	406	0.7345	0.6914	0.7345	0.8571
No log	6.8	408	0.7116	0.6849	0.7116	0.8436
No log	6.8333	410	0.7237	0.6786	0.7237	0.8507
No log	6.8667	412	0.7343	0.6713	0.7343	0.8569
No log	6.9	414	0.7287	0.6910	0.7287	0.8536
No log	6.9333	416	0.7948	0.6583	0.7948	0.8915
No log	6.9667	418	0.8536	0.6519	0.8536	0.9239
No log	7.0	420	0.8446	0.6616	0.8446	0.9190
No log	7.0333	422	0.7331	0.7196	0.7331	0.8562
No log	7.0667	424	0.6602	0.6950	0.6602	0.8125
No log	7.1	426	0.6750	0.6967	0.6750	0.8216
No log	7.1333	428	0.7594	0.6813	0.7594	0.8715
No log	7.1667	430	0.7582	0.6768	0.7582	0.8707
No log	7.2	432	0.7063	0.6928	0.7063	0.8404
No log	7.2333	434	0.6967	0.6743	0.6967	0.8347
No log	7.2667	436	0.7146	0.6879	0.7146	0.8454
No log	7.3	438	0.7889	0.6667	0.7889	0.8882
No log	7.3333	440	0.8493	0.6676	0.8493	0.9216
No log	7.3667	442	0.8757	0.6521	0.8757	0.9358
No log	7.4	444	0.9152	0.6586	0.9152	0.9567
No log	7.4333	446	0.8875	0.6650	0.8875	0.9421
No log	7.4667	448	0.8540	0.6825	0.8540	0.9241
No log	7.5	450	0.8224	0.6603	0.8224	0.9069
No log	7.5333	452	0.7794	0.6732	0.7794	0.8828
No log	7.5667	454	0.7469	0.6732	0.7469	0.8642
No log	7.6	456	0.6920	0.6971	0.6920	0.8318
No log	7.6333	458	0.6681	0.7067	0.6681	0.8174
No log	7.6667	460	0.6505	0.7268	0.6505	0.8066
No log	7.7	462	0.6373	0.7135	0.6373	0.7983
No log	7.7333	464	0.6310	0.7206	0.6310	0.7944
No log	7.7667	466	0.6451	0.7122	0.6451	0.8032
No log	7.8	468	0.6313	0.7152	0.6313	0.7946
No log	7.8333	470	0.6145	0.7309	0.6145	0.7839
No log	7.8667	472	0.6237	0.7005	0.6237	0.7897
No log	7.9	474	0.6592	0.6771	0.6592	0.8119
No log	7.9333	476	0.6407	0.6812	0.6407	0.8005
No log	7.9667	478	0.6186	0.7148	0.6186	0.7865
No log	8.0	480	0.6159	0.7148	0.6159	0.7848
No log	8.0333	482	0.6454	0.7230	0.6454	0.8033
No log	8.0667	484	0.7613	0.6603	0.7613	0.8725
No log	8.1	486	0.8078	0.6588	0.8078	0.8988
No log	8.1333	488	0.7251	0.6685	0.7251	0.8515
No log	8.1667	490	0.6318	0.6862	0.6318	0.7949
No log	8.2	492	0.6178	0.6937	0.6178	0.7860
No log	8.2333	494	0.6247	0.6885	0.6247	0.7904
No log	8.2667	496	0.6358	0.6877	0.6358	0.7974
No log	8.3	498	0.6934	0.6813	0.6934	0.8327
0.4029	8.3333	500	0.7283	0.6483	0.7283	0.8534
0.4029	8.3667	502	0.7199	0.6494	0.7199	0.8484
0.4029	8.4	504	0.6467	0.6789	0.6467	0.8042
0.4029	8.4333	506	0.6176	0.7173	0.6176	0.7859
0.4029	8.4667	508	0.6144	0.7282	0.6144	0.7838
0.4029	8.5	510	0.6074	0.6883	0.6074	0.7793
0.4029	8.5333	512	0.6930	0.6767	0.6930	0.8325
0.4029	8.5667	514	0.7665	0.6119	0.7665	0.8755
0.4029	8.6	516	0.7329	0.6059	0.7329	0.8561
0.4029	8.6333	518	0.6614	0.6942	0.6614	0.8133
0.4029	8.6667	520	0.6170	0.7181	0.6170	0.7855
0.4029	8.7	522	0.6186	0.7378	0.6186	0.7865
0.4029	8.7333	524	0.6346	0.7406	0.6346	0.7966
0.4029	8.7667	526	0.6366	0.7343	0.6366	0.7979
0.4029	8.8	528	0.6967	0.6816	0.6967	0.8347
0.4029	8.8333	530	0.7534	0.6757	0.7534	0.8680
0.4029	8.8667	532	0.6757	0.6655	0.6757	0.8220
0.4029	8.9	534	0.6118	0.7334	0.6118	0.7822
0.4029	8.9333	536	0.6079	0.7318	0.6079	0.7797
0.4029	8.9667	538	0.6086	0.7212	0.6086	0.7802
0.4029	9.0	540	0.6124	0.7188	0.6124	0.7826
0.4029	9.0333	542	0.6104	0.7027	0.6104	0.7813
0.4029	9.0667	544	0.6021	0.7213	0.6021	0.7760
0.4029	9.1	546	0.6027	0.7237	0.6027	0.7763
0.4029	9.1333	548	0.6025	0.7372	0.6025	0.7762
0.4029	9.1667	550	0.6011	0.7426	0.6011	0.7753
0.4029	9.2	552	0.5993	0.7113	0.5993	0.7742
0.4029	9.2333	554	0.5998	0.7121	0.5998	0.7745
0.4029	9.2667	556	0.5979	0.7047	0.5979	0.7732
0.4029	9.3	558	0.5958	0.7282	0.5958	0.7719
0.4029	9.3333	560	0.6017	0.7112	0.6017	0.7757
0.4029	9.3667	562	0.6466	0.6878	0.6466	0.8041
0.4029	9.4	564	0.6661	0.6926	0.6661	0.8161
0.4029	9.4333	566	0.7044	0.6673	0.7044	0.8393
0.4029	9.4667	568	0.6808	0.6625	0.6808	0.8251
0.4029	9.5	570	0.6324	0.6894	0.6324	0.7952
0.4029	9.5333	572	0.6215	0.6653	0.6215	0.7884
0.4029	9.5667	574	0.6169	0.6653	0.6169	0.7854
0.4029	9.6	576	0.6054	0.6813	0.6054	0.7781
0.4029	9.6333	578	0.6297	0.6790	0.6297	0.7935
0.4029	9.6667	580	0.6590	0.7053	0.6590	0.8118
0.4029	9.7	582	0.7014	0.6998	0.7014	0.8375
0.4029	9.7333	584	0.6791	0.7369	0.6791	0.8241
0.4029	9.7667	586	0.6278	0.7558	0.6278	0.7923
0.4029	9.8	588	0.7475	0.6628	0.7475	0.8646
0.4029	9.8333	590	0.8000	0.6416	0.8000	0.8944
0.4029	9.8667	592	0.7064	0.6672	0.7064	0.8405
0.4029	9.9	594	0.5909	0.7667	0.5909	0.7687
0.4029	9.9333	596	0.5927	0.7183	0.5927	0.7699
0.4029	9.9667	598	0.6182	0.7023	0.6182	0.7862
0.4029	10.0	600	0.6065	0.7368	0.6065	0.7788
0.4029	10.0333	602	0.5987	0.7542	0.5987	0.7738
0.4029	10.0667	604	0.6037	0.7650	0.6037	0.7770
0.4029	10.1	606	0.6044	0.7613	0.6044	0.7774
0.4029	10.1333	608	0.6022	0.7551	0.6022	0.7760
0.4029	10.1667	610	0.6051	0.7700	0.6051	0.7779
0.4029	10.2	612	0.6035	0.7571	0.6035	0.7769
0.4029	10.2333	614	0.5937	0.7158	0.5937	0.7705
0.4029	10.2667	616	0.5650	0.7484	0.5650	0.7517
0.4029	10.3	618	0.5647	0.7585	0.5647	0.7515
0.4029	10.3333	620	0.5671	0.7336	0.5671	0.7531
0.4029	10.3667	622	0.5620	0.7310	0.5620	0.7496
0.4029	10.4	624	0.5561	0.7268	0.5561	0.7457
0.4029	10.4333	626	0.5859	0.7147	0.5859	0.7655
0.4029	10.4667	628	0.5947	0.7147	0.5947	0.7711
0.4029	10.5	630	0.6212	0.6891	0.6212	0.7881
0.4029	10.5333	632	0.6562	0.6717	0.6562	0.8101
0.4029	10.5667	634	0.7112	0.6196	0.7112	0.8433
0.4029	10.6	636	0.6867	0.6758	0.6867	0.8287
0.4029	10.6333	638	0.5959	0.6913	0.5959	0.7720
0.4029	10.6667	640	0.5892	0.6871	0.5892	0.7676
0.4029	10.7	642	0.5795	0.7102	0.5795	0.7612
0.4029	10.7333	644	0.5798	0.7179	0.5798	0.7614
0.4029	10.7667	646	0.5891	0.7144	0.5891	0.7676
0.4029	10.8	648	0.6084	0.6849	0.6084	0.7800
0.4029	10.8333	650	0.6141	0.6798	0.6141	0.7836
0.4029	10.8667	652	0.5925	0.7213	0.5925	0.7698
0.4029	10.9	654	0.5642	0.7478	0.5642	0.7511
0.4029	10.9333	656	0.5526	0.7648	0.5526	0.7434
0.4029	10.9667	658	0.5691	0.7548	0.5691	0.7544
0.4029	11.0	660	0.5615	0.7713	0.5615	0.7493
0.4029	11.0333	662	0.5560	0.7514	0.5560	0.7457
0.4029	11.0667	664	0.5543	0.7661	0.5543	0.7445
0.4029	11.1	666	0.5534	0.7782	0.5534	0.7439
0.4029	11.1333	668	0.5408	0.7708	0.5408	0.7354
0.4029	11.1667	670	0.5670	0.7503	0.5670	0.7530
0.4029	11.2	672	0.6057	0.7090	0.6057	0.7783
0.4029	11.2333	674	0.5795	0.7466	0.5795	0.7612
0.4029	11.2667	676	0.5483	0.7505	0.5483	0.7405
0.4029	11.3	678	0.5586	0.7715	0.5586	0.7474
0.4029	11.3333	680	0.5894	0.7332	0.5894	0.7677
0.4029	11.3667	682	0.6324	0.7159	0.6324	0.7952
0.4029	11.4	684	0.6108	0.7038	0.6108	0.7815
0.4029	11.4333	686	0.5836	0.7154	0.5836	0.7640
0.4029	11.4667	688	0.5644	0.7408	0.5644	0.7513
0.4029	11.5	690	0.5718	0.7300	0.5718	0.7562
0.4029	11.5333	692	0.5753	0.7200	0.5753	0.7585
0.4029	11.5667	694	0.5789	0.7243	0.5789	0.7609
0.4029	11.6	696	0.6222	0.7010	0.6222	0.7888
0.4029	11.6333	698	0.6680	0.6715	0.6680	0.8173
0.4029	11.6667	700	0.6793	0.6665	0.6793	0.8242
0.4029	11.7	702	0.6586	0.6715	0.6586	0.8116
0.4029	11.7333	704	0.6500	0.6837	0.6500	0.8063
0.4029	11.7667	706	0.6462	0.6817	0.6462	0.8039
0.4029	11.8	708	0.6726	0.6907	0.6726	0.8201
0.4029	11.8333	710	0.7046	0.6785	0.7046	0.8394
0.4029	11.8667	712	0.7228	0.6834	0.7228	0.8502
0.4029	11.9	714	0.7430	0.6784	0.7430	0.8620
0.4029	11.9333	716	0.7084	0.6785	0.7084	0.8417
0.4029	11.9667	718	0.6308	0.7319	0.6308	0.7942
0.4029	12.0	720	0.6106	0.7285	0.6106	0.7814
0.4029	12.0333	722	0.6121	0.7302	0.6121	0.7824
0.4029	12.0667	724	0.6106	0.7192	0.6106	0.7814
0.4029	12.1	726	0.6321	0.6778	0.6321	0.7950
0.4029	12.1333	728	0.6304	0.6929	0.6304	0.7940
0.4029	12.1667	730	0.6124	0.7072	0.6124	0.7825
0.4029	12.2	732	0.6066	0.6972	0.6066	0.7788
0.4029	12.2333	734	0.6181	0.6866	0.6181	0.7862
0.4029	12.2667	736	0.6096	0.7016	0.6096	0.7807
0.4029	12.3	738	0.6154	0.7100	0.6154	0.7845
0.4029	12.3333	740	0.6730	0.7043	0.6730	0.8204
0.4029	12.3667	742	0.7059	0.6723	0.7059	0.8402
0.4029	12.4	744	0.6757	0.7109	0.6757	0.8220
0.4029	12.4333	746	0.6274	0.7094	0.6274	0.7921
0.4029	12.4667	748	0.5807	0.7474	0.5807	0.7620
0.4029	12.5	750	0.6154	0.7233	0.6154	0.7845
0.4029	12.5333	752	0.6405	0.7334	0.6405	0.8003
0.4029	12.5667	754	0.6184	0.7272	0.6184	0.7864
0.4029	12.6	756	0.5910	0.7528	0.5910	0.7688
0.4029	12.6333	758	0.5785	0.7467	0.5785	0.7606
0.4029	12.6667	760	0.6196	0.6958	0.6196	0.7871
0.4029	12.7	762	0.6201	0.7074	0.6201	0.7875
0.4029	12.7333	764	0.5821	0.7277	0.5821	0.7630
0.4029	12.7667	766	0.5663	0.7313	0.5663	0.7526
0.4029	12.8	768	0.5879	0.7483	0.5879	0.7668
0.4029	12.8333	770	0.6013	0.7332	0.6013	0.7754
0.4029	12.8667	772	0.5976	0.7434	0.5976	0.7730
0.4029	12.9	774	0.5986	0.7365	0.5986	0.7737
0.4029	12.9333	776	0.5993	0.7395	0.5993	0.7742
0.4029	12.9667	778	0.6526	0.6855	0.6526	0.8079
0.4029	13.0	780	0.6607	0.6718	0.6607	0.8128
0.4029	13.0333	782	0.6217	0.6539	0.6217	0.7885
0.4029	13.0667	784	0.5947	0.6818	0.5947	0.7712
0.4029	13.1	786	0.6079	0.6589	0.6079	0.7797
0.4029	13.1333	788	0.6055	0.6868	0.6055	0.7781
0.4029	13.1667	790	0.5849	0.7489	0.5849	0.7648
0.4029	13.2	792	0.5951	0.7511	0.5951	0.7714
0.4029	13.2333	794	0.6350	0.7533	0.6350	0.7968
0.4029	13.2667	796	0.6718	0.7150	0.6718	0.8196
0.4029	13.3	798	0.6974	0.6865	0.6974	0.8351
0.4029	13.3333	800	0.7332	0.6509	0.7332	0.8562
0.4029	13.3667	802	0.7690	0.6178	0.7690	0.8769
0.4029	13.4	804	0.7612	0.6083	0.7612	0.8725
0.4029	13.4333	806	0.7602	0.6083	0.7602	0.8719
0.4029	13.4667	808	0.7228	0.6192	0.7228	0.8502
0.4029	13.5	810	0.6949	0.6398	0.6949	0.8336

Framework versions

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