ArabicNewSplits7_FineTuningAraBERT_run2_AugV5_k8_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: 0.6371
• Qwk: 0.3228
• Mse: 0.6371
• Rmse: 0.7982

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	0.0909	2	2.5813	-0.0262	2.5813	1.6066
No log	0.1818	4	1.3516	0.1000	1.3516	1.1626
No log	0.2727	6	0.7837	0.1372	0.7837	0.8852
No log	0.3636	8	0.8019	-0.0500	0.8019	0.8955
No log	0.4545	10	0.8678	0.0715	0.8678	0.9316
No log	0.5455	12	0.8221	0.1103	0.8221	0.9067
No log	0.6364	14	0.7702	0.1561	0.7702	0.8776
No log	0.7273	16	0.9536	0.1318	0.9536	0.9765
No log	0.8182	18	1.0841	0.0044	1.0841	1.0412
No log	0.9091	20	0.8890	0.1637	0.8890	0.9429
No log	1.0	22	0.7669	0.0771	0.7669	0.8757
No log	1.0909	24	0.7564	0.0679	0.7564	0.8697
No log	1.1818	26	0.7537	0.1050	0.7537	0.8681
No log	1.2727	28	0.7880	0.3518	0.7880	0.8877
No log	1.3636	30	0.7801	0.2652	0.7801	0.8832
No log	1.4545	32	0.7622	0.1598	0.7622	0.8730
No log	1.5455	34	0.7702	-0.0054	0.7702	0.8776
No log	1.6364	36	0.7821	0.0	0.7821	0.8844
No log	1.7273	38	0.8127	0.0	0.8127	0.9015
No log	1.8182	40	0.8914	0.0481	0.8914	0.9441
No log	1.9091	42	0.8700	0.0481	0.8700	0.9328
No log	2.0	44	0.7873	0.0	0.7873	0.8873
No log	2.0909	46	0.7074	-0.0500	0.7074	0.8410
No log	2.1818	48	0.7108	0.2407	0.7108	0.8431
No log	2.2727	50	0.7094	0.2883	0.7094	0.8423
No log	2.3636	52	0.6804	0.3622	0.6804	0.8249
No log	2.4545	54	0.7412	0.2940	0.7412	0.8610
No log	2.5455	56	0.8426	0.3754	0.8426	0.9179
No log	2.6364	58	0.7594	0.3590	0.7594	0.8714
No log	2.7273	60	0.6594	0.3243	0.6594	0.8120
No log	2.8182	62	0.7013	0.3425	0.7013	0.8375
No log	2.9091	64	0.8077	0.3483	0.8077	0.8987
No log	3.0	66	0.7763	0.3149	0.7763	0.8811
No log	3.0909	68	0.6635	0.2852	0.6635	0.8145
No log	3.1818	70	0.6558	0.3183	0.6558	0.8098
No log	3.2727	72	0.6607	0.3523	0.6607	0.8128
No log	3.3636	74	0.7775	0.3688	0.7775	0.8817
No log	3.4545	76	0.7903	0.3913	0.7903	0.8890
No log	3.5455	78	0.6966	0.4179	0.6966	0.8346
No log	3.6364	80	0.8274	0.4064	0.8274	0.9096
No log	3.7273	82	0.9230	0.3357	0.9230	0.9607
No log	3.8182	84	0.7740	0.3946	0.7740	0.8798
No log	3.9091	86	0.7511	0.3287	0.7511	0.8667
No log	4.0	88	0.8605	0.3560	0.8605	0.9276
No log	4.0909	90	0.7630	0.3344	0.7630	0.8735
No log	4.1818	92	0.7016	0.3669	0.7016	0.8376
No log	4.2727	94	0.7425	0.4245	0.7425	0.8617
No log	4.3636	96	0.7187	0.4533	0.7187	0.8478
No log	4.4545	98	0.7081	0.4840	0.7081	0.8415
No log	4.5455	100	0.7661	0.4725	0.7661	0.8753
No log	4.6364	102	0.9251	0.3123	0.9251	0.9618
No log	4.7273	104	0.8999	0.2705	0.8999	0.9486
No log	4.8182	106	0.7254	0.4315	0.7254	0.8517
No log	4.9091	108	0.7856	0.3092	0.7856	0.8863
No log	5.0	110	0.9253	0.2613	0.9253	0.9619
No log	5.0909	112	0.8717	0.3074	0.8717	0.9337
No log	5.1818	114	0.7104	0.3144	0.7104	0.8428
No log	5.2727	116	0.7101	0.3363	0.7101	0.8427
No log	5.3636	118	0.7154	0.3363	0.7154	0.8458
No log	5.4545	120	0.7147	0.3363	0.7147	0.8454
No log	5.5455	122	0.7153	0.3398	0.7153	0.8458
No log	5.6364	124	0.7359	0.2313	0.7359	0.8579
No log	5.7273	126	0.7316	0.2661	0.7316	0.8553
No log	5.8182	128	0.8090	0.3673	0.8090	0.8994
No log	5.9091	130	0.8603	0.4131	0.8603	0.9276
No log	6.0	132	0.7911	0.3433	0.7911	0.8894
No log	6.0909	134	0.7349	0.3144	0.7349	0.8573
No log	6.1818	136	0.8063	0.3719	0.8063	0.8979
No log	6.2727	138	0.8505	0.3067	0.8505	0.9222
No log	6.3636	140	0.8749	0.2849	0.8749	0.9354
No log	6.4545	142	0.9379	0.2916	0.9379	0.9684
No log	6.5455	144	0.8863	0.1209	0.8863	0.9414
No log	6.6364	146	0.8792	0.2202	0.8792	0.9376
No log	6.7273	148	0.8577	0.2223	0.8577	0.9261
No log	6.8182	150	0.9255	0.2993	0.9255	0.9621
No log	6.9091	152	0.8734	0.2555	0.8734	0.9346
No log	7.0	154	0.7431	0.4562	0.7431	0.8620
No log	7.0909	156	0.7507	0.3586	0.7507	0.8664
No log	7.1818	158	0.7558	0.3946	0.7558	0.8694
No log	7.2727	160	0.7060	0.2862	0.7060	0.8403
No log	7.3636	162	0.7041	0.3417	0.7041	0.8391
No log	7.4545	164	0.6996	0.2862	0.6996	0.8364
No log	7.5455	166	0.7059	0.3417	0.7059	0.8402
No log	7.6364	168	0.7070	0.3667	0.7070	0.8408
No log	7.7273	170	0.7286	0.3408	0.7286	0.8536
No log	7.8182	172	0.7527	0.3723	0.7527	0.8676
No log	7.9091	174	0.7112	0.3417	0.7112	0.8433
No log	8.0	176	0.7087	0.2958	0.7087	0.8418
No log	8.0909	178	0.7182	0.2889	0.7182	0.8474
No log	8.1818	180	0.7075	0.2683	0.7075	0.8411
No log	8.2727	182	0.7225	0.2780	0.7225	0.8500
No log	8.3636	184	0.7126	0.2621	0.7126	0.8442
No log	8.4545	186	0.6692	0.2360	0.6692	0.8180
No log	8.5455	188	0.6661	0.3320	0.6661	0.8161
No log	8.6364	190	0.6466	0.3407	0.6466	0.8041
No log	8.7273	192	0.6406	0.2683	0.6406	0.8004
No log	8.8182	194	0.6470	0.3293	0.6470	0.8043
No log	8.9091	196	0.6534	0.2994	0.6534	0.8083
No log	9.0	198	0.6747	0.3813	0.6747	0.8214
No log	9.0909	200	0.6798	0.4455	0.6798	0.8245
No log	9.1818	202	0.6754	0.4342	0.6754	0.8218
No log	9.2727	204	0.6722	0.4078	0.6722	0.8199
No log	9.3636	206	0.7220	0.4284	0.7220	0.8497
No log	9.4545	208	0.7748	0.4468	0.7748	0.8802
No log	9.5455	210	0.7071	0.4665	0.7071	0.8409
No log	9.6364	212	0.6447	0.4206	0.6447	0.8029
No log	9.7273	214	0.6189	0.2715	0.6189	0.7867
No log	9.8182	216	0.6360	0.3607	0.6360	0.7975
No log	9.9091	218	0.6527	0.3762	0.6527	0.8079
No log	10.0	220	0.6486	0.4137	0.6486	0.8054
No log	10.0909	222	0.7404	0.4124	0.7404	0.8605
No log	10.1818	224	0.8893	0.3669	0.8893	0.9430
No log	10.2727	226	0.8275	0.3466	0.8275	0.9097
No log	10.3636	228	0.6769	0.4642	0.6769	0.8228
No log	10.4545	230	0.6995	0.4329	0.6995	0.8364
No log	10.5455	232	0.7483	0.4373	0.7483	0.8651
No log	10.6364	234	0.7679	0.4391	0.7679	0.8763
No log	10.7273	236	0.7439	0.4675	0.7439	0.8625
No log	10.8182	238	0.7076	0.3673	0.7076	0.8412
No log	10.9091	240	0.7173	0.3774	0.7173	0.8469
No log	11.0	242	0.7449	0.3836	0.7449	0.8631
No log	11.0909	244	0.7674	0.2942	0.7674	0.8760
No log	11.1818	246	0.7521	0.3369	0.7521	0.8673
No log	11.2727	248	0.7248	0.3336	0.7248	0.8514
No log	11.3636	250	0.7269	0.2901	0.7269	0.8526
No log	11.4545	252	0.7309	0.3069	0.7309	0.8550
No log	11.5455	254	0.7485	0.3836	0.7485	0.8652
No log	11.6364	256	0.7633	0.3838	0.7633	0.8736
No log	11.7273	258	0.7841	0.3283	0.7841	0.8855
No log	11.8182	260	0.8380	0.3548	0.8380	0.9154
No log	11.9091	262	0.8426	0.3489	0.8426	0.9179
No log	12.0	264	0.7888	0.2643	0.7888	0.8881
No log	12.0909	266	0.7562	0.3754	0.7562	0.8696
No log	12.1818	268	0.7568	0.3608	0.7568	0.8699
No log	12.2727	270	0.7345	0.2955	0.7345	0.8570
No log	12.3636	272	0.7584	0.2294	0.7584	0.8709
No log	12.4545	274	0.8661	0.2153	0.8661	0.9307
No log	12.5455	276	0.8981	0.3280	0.8981	0.9477
No log	12.6364	278	0.8432	0.2871	0.8432	0.9183
No log	12.7273	280	0.7621	0.1699	0.7621	0.8730
No log	12.8182	282	0.7275	0.2063	0.7275	0.8530
No log	12.9091	284	0.7334	0.2413	0.7334	0.8564
No log	13.0	286	0.7557	0.2590	0.7557	0.8693
No log	13.0909	288	0.7677	0.2661	0.7677	0.8762
No log	13.1818	290	0.7989	0.2549	0.7989	0.8938
No log	13.2727	292	0.8360	0.2516	0.8360	0.9143
No log	13.3636	294	0.7867	0.3121	0.7867	0.8870
No log	13.4545	296	0.7350	0.2471	0.7350	0.8573
No log	13.5455	298	0.6977	0.2007	0.6977	0.8353
No log	13.6364	300	0.6713	0.2413	0.6713	0.8193
No log	13.7273	302	0.6580	0.2413	0.6580	0.8112
No log	13.8182	304	0.6602	0.2353	0.6602	0.8125
No log	13.9091	306	0.6544	0.2413	0.6544	0.8089
No log	14.0	308	0.6597	0.2715	0.6597	0.8122
No log	14.0909	310	0.6647	0.2715	0.6647	0.8153
No log	14.1818	312	0.6831	0.2749	0.6831	0.8265
No log	14.2727	314	0.6916	0.2780	0.6916	0.8316
No log	14.3636	316	0.7005	0.2953	0.7005	0.8370
No log	14.4545	318	0.7492	0.3942	0.7492	0.8656
No log	14.5455	320	0.8273	0.2697	0.8273	0.9096
No log	14.6364	322	0.8052	0.2904	0.8052	0.8973
No log	14.7273	324	0.7512	0.2285	0.7512	0.8667
No log	14.8182	326	0.7426	0.2685	0.7426	0.8617
No log	14.9091	328	0.7299	0.2838	0.7299	0.8543
No log	15.0	330	0.7309	0.2867	0.7309	0.8549
No log	15.0909	332	0.7350	0.3122	0.7350	0.8573
No log	15.1818	334	0.7335	0.3122	0.7335	0.8564
No log	15.2727	336	0.7461	0.3478	0.7461	0.8637
No log	15.3636	338	0.7499	0.2907	0.7499	0.8660
No log	15.4545	340	0.7879	0.2129	0.7879	0.8877
No log	15.5455	342	0.8738	0.3012	0.8738	0.9348
No log	15.6364	344	0.8870	0.2826	0.8870	0.9418
No log	15.7273	346	0.8126	0.3206	0.8126	0.9014
No log	15.8182	348	0.7111	0.3434	0.7111	0.8433
No log	15.9091	350	0.6853	0.3492	0.6853	0.8278
No log	16.0	352	0.6961	0.4294	0.6961	0.8343
No log	16.0909	354	0.6995	0.4294	0.6995	0.8364
No log	16.1818	356	0.6779	0.4595	0.6779	0.8234
No log	16.2727	358	0.6470	0.4051	0.6470	0.8043
No log	16.3636	360	0.6636	0.4375	0.6636	0.8146
No log	16.4545	362	0.7150	0.4444	0.7150	0.8456
No log	16.5455	364	0.6928	0.4190	0.6928	0.8324
No log	16.6364	366	0.6505	0.3840	0.6505	0.8065
No log	16.7273	368	0.6157	0.2715	0.6157	0.7846
No log	16.8182	370	0.6163	0.4036	0.6163	0.7850
No log	16.9091	372	0.6736	0.4931	0.6736	0.8207
No log	17.0	374	0.6658	0.4931	0.6658	0.8160
No log	17.0909	376	0.6292	0.3833	0.6292	0.7932
No log	17.1818	378	0.6554	0.4854	0.6554	0.8096
No log	17.2727	380	0.7496	0.4937	0.7496	0.8658
No log	17.3636	382	0.7551	0.4805	0.7551	0.8689
No log	17.4545	384	0.6795	0.4602	0.6795	0.8243
No log	17.5455	386	0.6220	0.4124	0.6220	0.7887
No log	17.6364	388	0.6154	0.3324	0.6154	0.7845
No log	17.7273	390	0.6193	0.3324	0.6193	0.7870
No log	17.8182	392	0.6279	0.3599	0.6279	0.7924
No log	17.9091	394	0.6434	0.3551	0.6434	0.8021
No log	18.0	396	0.6757	0.3640	0.6757	0.8220
No log	18.0909	398	0.6981	0.4602	0.6981	0.8355
No log	18.1818	400	0.7160	0.4193	0.7160	0.8462
No log	18.2727	402	0.6943	0.3329	0.6943	0.8333
No log	18.3636	404	0.6671	0.3211	0.6671	0.8168
No log	18.4545	406	0.6549	0.3324	0.6549	0.8092
No log	18.5455	408	0.6480	0.2852	0.6480	0.8050
No log	18.6364	410	0.6431	0.2852	0.6431	0.8020
No log	18.7273	412	0.6426	0.2852	0.6426	0.8017
No log	18.8182	414	0.6485	0.3523	0.6485	0.8053
No log	18.9091	416	0.6637	0.3523	0.6637	0.8147
No log	19.0	418	0.6780	0.2749	0.6780	0.8234
No log	19.0909	420	0.6612	0.3183	0.6612	0.8131
No log	19.1818	422	0.6428	0.3213	0.6428	0.8017
No log	19.2727	424	0.6417	0.3860	0.6417	0.8010
No log	19.3636	426	0.6378	0.3780	0.6378	0.7986
No log	19.4545	428	0.6434	0.4345	0.6434	0.8021
No log	19.5455	430	0.6357	0.4345	0.6357	0.7973
No log	19.6364	432	0.6350	0.3183	0.6350	0.7969
No log	19.7273	434	0.6528	0.2843	0.6528	0.8080
No log	19.8182	436	0.6603	0.3572	0.6603	0.8126
No log	19.9091	438	0.6596	0.3572	0.6596	0.8122
No log	20.0	440	0.6638	0.3498	0.6638	0.8147
No log	20.0909	442	0.6649	0.3572	0.6649	0.8154
No log	20.1818	444	0.6531	0.2353	0.6531	0.8082
No log	20.2727	446	0.6494	0.2852	0.6494	0.8058
No log	20.3636	448	0.6388	0.2852	0.6388	0.7993
No log	20.4545	450	0.6401	0.2852	0.6401	0.8000
No log	20.5455	452	0.6421	0.2852	0.6421	0.8013
No log	20.6364	454	0.6614	0.2506	0.6614	0.8133
No log	20.7273	456	0.7082	0.3088	0.7082	0.8415
No log	20.8182	458	0.7206	0.3433	0.7206	0.8489
No log	20.9091	460	0.6794	0.2943	0.6794	0.8243
No log	21.0	462	0.6507	0.3141	0.6507	0.8066
No log	21.0909	464	0.6563	0.3213	0.6563	0.8101
No log	21.1818	466	0.6566	0.3213	0.6566	0.8103
No log	21.2727	468	0.6735	0.2943	0.6735	0.8207
No log	21.3636	470	0.7319	0.4167	0.7319	0.8555
No log	21.4545	472	0.7453	0.4089	0.7453	0.8633
No log	21.5455	474	0.7152	0.4597	0.7152	0.8457
No log	21.6364	476	0.6845	0.2943	0.6845	0.8273
No log	21.7273	478	0.6545	0.3002	0.6545	0.8090
No log	21.8182	480	0.6468	0.3141	0.6468	0.8042
No log	21.9091	482	0.6403	0.2652	0.6403	0.8002
No log	22.0	484	0.6424	0.3253	0.6424	0.8015
No log	22.0909	486	0.6536	0.3498	0.6536	0.8084
No log	22.1818	488	0.6446	0.3524	0.6446	0.8029
No log	22.2727	490	0.6434	0.3211	0.6434	0.8021
No log	22.3636	492	0.6536	0.3478	0.6536	0.8085
No log	22.4545	494	0.6735	0.3452	0.6735	0.8207
No log	22.5455	496	0.6754	0.3155	0.6754	0.8218
No log	22.6364	498	0.6637	0.3524	0.6637	0.8147
0.2995	22.7273	500	0.6717	0.3324	0.6717	0.8196
0.2995	22.8182	502	0.6746	0.3324	0.6746	0.8213
0.2995	22.9091	504	0.6941	0.3524	0.6941	0.8331
0.2995	23.0	506	0.7153	0.3314	0.7153	0.8458
0.2995	23.0909	508	0.7405	0.4044	0.7405	0.8605
0.2995	23.1818	510	0.7699	0.3802	0.7699	0.8774
0.2995	23.2727	512	0.8052	0.4400	0.8052	0.8973
0.2995	23.3636	514	0.7775	0.4684	0.7775	0.8817
0.2995	23.4545	516	0.7328	0.3802	0.7328	0.8560
0.2995	23.5455	518	0.6864	0.4186	0.6864	0.8285
0.2995	23.6364	520	0.6583	0.4125	0.6583	0.8114
0.2995	23.7273	522	0.6405	0.3762	0.6405	0.8003
0.2995	23.8182	524	0.6357	0.3840	0.6357	0.7973
0.2995	23.9091	526	0.6358	0.3840	0.6358	0.7973
0.2995	24.0	528	0.6457	0.4684	0.6457	0.8035
0.2995	24.0909	530	0.6456	0.3572	0.6456	0.8035
0.2995	24.1818	532	0.6344	0.4001	0.6344	0.7965
0.2995	24.2727	534	0.6224	0.3995	0.6224	0.7889
0.2995	24.3636	536	0.6209	0.3654	0.6209	0.7880
0.2995	24.4545	538	0.6342	0.4349	0.6342	0.7964
0.2995	24.5455	540	0.6410	0.4595	0.6410	0.8006
0.2995	24.6364	542	0.6246	0.4349	0.6246	0.7903
0.2995	24.7273	544	0.6037	0.4505	0.6037	0.7770
0.2995	24.8182	546	0.6067	0.4036	0.6067	0.7789
0.2995	24.9091	548	0.6316	0.4134	0.6316	0.7947
0.2995	25.0	550	0.6520	0.4597	0.6520	0.8075
0.2995	25.0909	552	0.6471	0.3840	0.6471	0.8044
0.2995	25.1818	554	0.6412	0.3572	0.6412	0.8008
0.2995	25.2727	556	0.6307	0.4027	0.6307	0.7942
0.2995	25.3636	558	0.6375	0.4027	0.6375	0.7984
0.2995	25.4545	560	0.6465	0.3713	0.6465	0.8041
0.2995	25.5455	562	0.6641	0.3572	0.6641	0.8149
0.2995	25.6364	564	0.6872	0.3763	0.6872	0.8290
0.2995	25.7273	566	0.7050	0.4491	0.7050	0.8396
0.2995	25.8182	568	0.6852	0.3737	0.6852	0.8278
0.2995	25.9091	570	0.6556	0.3763	0.6556	0.8097
0.2995	26.0	572	0.6323	0.3840	0.6323	0.7952
0.2995	26.0909	574	0.6116	0.3677	0.6116	0.7821
0.2995	26.1818	576	0.6072	0.3859	0.6072	0.7792
0.2995	26.2727	578	0.6070	0.3859	0.6070	0.7791
0.2995	26.3636	580	0.6042	0.3910	0.6042	0.7773
0.2995	26.4545	582	0.6195	0.4681	0.6195	0.7871
0.2995	26.5455	584	0.6531	0.4716	0.6531	0.8082
0.2995	26.6364	586	0.6382	0.4789	0.6382	0.7989
0.2995	26.7273	588	0.6088	0.4455	0.6088	0.7802
0.2995	26.8182	590	0.5770	0.3407	0.5770	0.7596
0.2995	26.9091	592	0.5629	0.3703	0.5629	0.7502
0.2995	27.0	594	0.5638	0.3407	0.5638	0.7509
0.2995	27.0909	596	0.5744	0.3407	0.5744	0.7579
0.2995	27.1818	598	0.5755	0.3677	0.5755	0.7586
0.2995	27.2727	600	0.5724	0.3677	0.5724	0.7566
0.2995	27.3636	602	0.5938	0.4278	0.5938	0.7706
0.2995	27.4545	604	0.6348	0.4473	0.6348	0.7968
0.2995	27.5455	606	0.6582	0.4929	0.6582	0.8113
0.2995	27.6364	608	0.6503	0.4929	0.6503	0.8064
0.2995	27.7273	610	0.6406	0.4642	0.6406	0.8004
0.2995	27.8182	612	0.6186	0.4278	0.6186	0.7865
0.2995	27.9091	614	0.6196	0.4364	0.6196	0.7872
0.2995	28.0	616	0.6275	0.4697	0.6275	0.7922
0.2995	28.0909	618	0.6265	0.4697	0.6265	0.7915
0.2995	28.1818	620	0.6274	0.3910	0.6274	0.7921
0.2995	28.2727	622	0.6473	0.3266	0.6473	0.8045
0.2995	28.3636	624	0.6747	0.3224	0.6747	0.8214
0.2995	28.4545	626	0.7213	0.4190	0.7213	0.8493
0.2995	28.5455	628	0.7735	0.4665	0.7735	0.8795
0.2995	28.6364	630	0.7816	0.4329	0.7816	0.8841
0.2995	28.7273	632	0.7430	0.3918	0.7430	0.8620
0.2995	28.8182	634	0.6988	0.4100	0.6988	0.8360
0.2995	28.9091	636	0.6567	0.3675	0.6567	0.8104
0.2995	29.0	638	0.6399	0.3454	0.6399	0.8000
0.2995	29.0909	640	0.6418	0.3729	0.6418	0.8011
0.2995	29.1818	642	0.6436	0.4227	0.6436	0.8022
0.2995	29.2727	644	0.6387	0.3363	0.6387	0.7992
0.2995	29.3636	646	0.6424	0.3677	0.6424	0.8015
0.2995	29.4545	648	0.6680	0.4176	0.6680	0.8173
0.2995	29.5455	650	0.7025	0.3843	0.7025	0.8382
0.2995	29.6364	652	0.7307	0.4956	0.7307	0.8548
0.2995	29.7273	654	0.7206	0.4893	0.7206	0.8489
0.2995	29.8182	656	0.6727	0.4587	0.6727	0.8202
0.2995	29.9091	658	0.6330	0.4147	0.6330	0.7956
0.2995	30.0	660	0.6150	0.3677	0.6150	0.7842
0.2995	30.0909	662	0.6132	0.3964	0.6132	0.7831
0.2995	30.1818	664	0.6211	0.3380	0.6211	0.7881
0.2995	30.2727	666	0.6389	0.3577	0.6389	0.7993
0.2995	30.3636	668	0.6762	0.4493	0.6762	0.8223
0.2995	30.4545	670	0.7280	0.3603	0.7280	0.8532
0.2995	30.5455	672	0.7715	0.4217	0.7715	0.8783
0.2995	30.6364	674	0.7629	0.3884	0.7629	0.8735
0.2995	30.7273	676	0.7266	0.3503	0.7266	0.8524
0.2995	30.8182	678	0.6860	0.3840	0.6860	0.8283
0.2995	30.9091	680	0.6642	0.3728	0.6642	0.8150
0.2995	31.0	682	0.6530	0.3728	0.6530	0.8081
0.2995	31.0909	684	0.6388	0.4027	0.6388	0.7992
0.2995	31.1818	686	0.6378	0.3970	0.6378	0.7986
0.2995	31.2727	688	0.6398	0.3970	0.6398	0.7999
0.2995	31.3636	690	0.6471	0.3551	0.6471	0.8044
0.2995	31.4545	692	0.6436	0.3915	0.6436	0.8022
0.2995	31.5455	694	0.6455	0.3915	0.6455	0.8034
0.2995	31.6364	696	0.6432	0.4194	0.6432	0.8020
0.2995	31.7273	698	0.6496	0.4194	0.6496	0.8060
0.2995	31.8182	700	0.6611	0.4001	0.6611	0.8131
0.2995	31.9091	702	0.6732	0.4006	0.6732	0.8205
0.2995	32.0	704	0.6719	0.3801	0.6719	0.8197
0.2995	32.0909	706	0.6717	0.4226	0.6717	0.8196
0.2995	32.1818	708	0.6714	0.3801	0.6714	0.8194
0.2995	32.2727	710	0.6623	0.3425	0.6623	0.8138
0.2995	32.3636	712	0.6572	0.3598	0.6572	0.8107
0.2995	32.4545	714	0.6651	0.3635	0.6651	0.8155
0.2995	32.5455	716	0.6724	0.3679	0.6724	0.8200
0.2995	32.6364	718	0.6812	0.3679	0.6812	0.8253
0.2995	32.7273	720	0.6881	0.3841	0.6881	0.8295
0.2995	32.8182	722	0.6846	0.3713	0.6846	0.8274
0.2995	32.9091	724	0.6715	0.3524	0.6715	0.8194
0.2995	33.0	726	0.6604	0.3478	0.6604	0.8127
0.2995	33.0909	728	0.6550	0.3171	0.6550	0.8093
0.2995	33.1818	730	0.6638	0.3434	0.6638	0.8148
0.2995	33.2727	732	0.6598	0.3434	0.6598	0.8123
0.2995	33.3636	734	0.6629	0.3524	0.6629	0.8142
0.2995	33.4545	736	0.6731	0.3713	0.6731	0.8204
0.2995	33.5455	738	0.6913	0.4020	0.6913	0.8314
0.2995	33.6364	740	0.7119	0.4020	0.7119	0.8437
0.2995	33.7273	742	0.7194	0.3737	0.7194	0.8482
0.2995	33.8182	744	0.7298	0.3996	0.7298	0.8543
0.2995	33.9091	746	0.7544	0.3996	0.7544	0.8685
0.2995	34.0	748	0.7713	0.3732	0.7713	0.8783
0.2995	34.0909	750	0.7645	0.3567	0.7645	0.8744
0.2995	34.1818	752	0.7282	0.2847	0.7282	0.8533
0.2995	34.2727	754	0.6914	0.3224	0.6914	0.8315
0.2995	34.3636	756	0.6742	0.3945	0.6742	0.8211
0.2995	34.4545	758	0.6803	0.3945	0.6803	0.8248
0.2995	34.5455	760	0.6780	0.3945	0.6780	0.8234
0.2995	34.6364	762	0.6750	0.4027	0.6750	0.8216
0.2995	34.7273	764	0.6720	0.3551	0.6720	0.8198
0.2995	34.8182	766	0.6616	0.3551	0.6616	0.8134
0.2995	34.9091	768	0.6592	0.3551	0.6592	0.8119
0.2995	35.0	770	0.6523	0.3551	0.6523	0.8077
0.2995	35.0909	772	0.6404	0.3702	0.6404	0.8003
0.2995	35.1818	774	0.6330	0.3380	0.6330	0.7956
0.2995	35.2727	776	0.6315	0.3380	0.6315	0.7947
0.2995	35.3636	778	0.6479	0.3551	0.6479	0.8049
0.2995	35.4545	780	0.6585	0.3599	0.6585	0.8115
0.2995	35.5455	782	0.6706	0.3524	0.6706	0.8189
0.2995	35.6364	784	0.6794	0.3224	0.6794	0.8243
0.2995	35.7273	786	0.6682	0.3153	0.6682	0.8174
0.2995	35.8182	788	0.6554	0.3153	0.6554	0.8096
0.2995	35.9091	790	0.6403	0.3153	0.6403	0.8002
0.2995	36.0	792	0.6371	0.3228	0.6371	0.7982

Framework versions

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