ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k16_task2_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: 0.7415
• Qwk: 0.4887
• Mse: 0.7415
• Rmse: 0.8611

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.02	2	4.3665	-0.0169	4.3665	2.0896
No log	0.04	4	2.7484	-0.0140	2.7484	1.6578
No log	0.06	6	1.8249	-0.0448	1.8249	1.3509
No log	0.08	8	2.1396	-0.0455	2.1396	1.4627
No log	0.1	10	1.4677	-0.0656	1.4677	1.2115
No log	0.12	12	1.1227	0.0196	1.1227	1.0596
No log	0.14	14	1.2025	0.0360	1.2025	1.0966
No log	0.16	16	1.5011	0.1008	1.5011	1.2252
No log	0.18	18	1.3216	0.1296	1.3216	1.1496
No log	0.2	20	1.3193	0.1800	1.3193	1.1486
No log	0.22	22	1.4071	0.1566	1.4071	1.1862
No log	0.24	24	1.3906	0.1464	1.3906	1.1793
No log	0.26	26	1.6753	0.1686	1.6753	1.2943
No log	0.28	28	1.4963	0.1360	1.4963	1.2232
No log	0.3	30	1.0491	0.1290	1.0491	1.0242
No log	0.32	32	0.7664	0.2919	0.7664	0.8754
No log	0.34	34	0.7263	0.2926	0.7263	0.8522
No log	0.36	36	0.8026	0.1346	0.8026	0.8959
No log	0.38	38	1.0035	0.1096	1.0035	1.0018
No log	0.4	40	1.2514	0.0812	1.2514	1.1187
No log	0.42	42	1.4368	0.1251	1.4368	1.1987
No log	0.44	44	1.4196	0.1477	1.4196	1.1915
No log	0.46	46	1.2378	0.1663	1.2378	1.1126
No log	0.48	48	1.0496	0.1971	1.0496	1.0245
No log	0.5	50	1.0320	0.1726	1.0320	1.0159
No log	0.52	52	1.1393	0.1980	1.1393	1.0674
No log	0.54	54	1.4774	0.2161	1.4774	1.2155
No log	0.56	56	1.8165	0.1979	1.8165	1.3478
No log	0.58	58	1.5416	0.2214	1.5416	1.2416
No log	0.6	60	1.3007	0.2608	1.3007	1.1405
No log	0.62	62	1.0406	0.3258	1.0406	1.0201
No log	0.64	64	0.9849	0.3682	0.9849	0.9924
No log	0.66	66	1.2906	0.2851	1.2906	1.1360
No log	0.68	68	1.2482	0.2903	1.2482	1.1172
No log	0.7	70	1.3208	0.2879	1.3208	1.1493
No log	0.72	72	1.2071	0.2859	1.2071	1.0987
No log	0.74	74	0.8153	0.3107	0.8153	0.9030
No log	0.76	76	0.6920	0.2904	0.6920	0.8319
No log	0.78	78	0.7759	0.3235	0.7759	0.8809
No log	0.8	80	1.0898	0.2411	1.0898	1.0440
No log	0.82	82	1.1630	0.2399	1.1630	1.0784
No log	0.84	84	1.1229	0.2348	1.1229	1.0597
No log	0.86	86	0.9638	0.2454	0.9638	0.9817
No log	0.88	88	0.8206	0.2818	0.8206	0.9059
No log	0.9	90	0.8330	0.3339	0.8330	0.9127
No log	0.92	92	0.7125	0.3812	0.7125	0.8441
No log	0.94	94	0.6213	0.4733	0.6213	0.7882
No log	0.96	96	0.7327	0.4392	0.7327	0.8560
No log	0.98	98	0.8160	0.3844	0.8160	0.9033
No log	1.0	100	0.6995	0.4426	0.6995	0.8364
No log	1.02	102	0.7254	0.4423	0.7254	0.8517
No log	1.04	104	0.8480	0.3658	0.8480	0.9209
No log	1.06	106	1.1117	0.3177	1.1117	1.0544
No log	1.08	108	1.1085	0.3141	1.1085	1.0529
No log	1.1	110	0.9854	0.3697	0.9854	0.9927
No log	1.12	112	0.6878	0.5	0.6878	0.8293
No log	1.1400	114	0.6529	0.4227	0.6529	0.8080
No log	1.16	116	0.6519	0.3838	0.6519	0.8074
No log	1.18	118	0.6737	0.3377	0.6737	0.8208
No log	1.2	120	0.7211	0.2980	0.7211	0.8492
No log	1.22	122	0.7252	0.3322	0.7252	0.8516
No log	1.24	124	0.8835	0.2838	0.8835	0.9400
No log	1.26	126	0.9150	0.2966	0.9150	0.9565
No log	1.28	128	0.7651	0.4283	0.7651	0.8747
No log	1.3	130	0.7613	0.4049	0.7613	0.8725
No log	1.32	132	0.8156	0.3732	0.8156	0.9031
No log	1.34	134	0.8477	0.3280	0.8477	0.9207
No log	1.3600	136	0.8254	0.3461	0.8254	0.9085
No log	1.38	138	0.8308	0.3450	0.8308	0.9115
No log	1.4	140	0.8526	0.3433	0.8526	0.9234
No log	1.42	142	0.8789	0.3157	0.8789	0.9375
No log	1.44	144	0.8467	0.3334	0.8467	0.9202
No log	1.46	146	0.8585	0.3124	0.8585	0.9266
No log	1.48	148	0.8775	0.3268	0.8775	0.9368
No log	1.5	150	0.9135	0.3049	0.9135	0.9558
No log	1.52	152	0.9019	0.2948	0.9019	0.9497
No log	1.54	154	0.9927	0.1970	0.9927	0.9964
No log	1.56	156	1.0150	0.1720	1.0150	1.0075
No log	1.58	158	0.8803	0.3038	0.8803	0.9383
No log	1.6	160	0.9704	0.2481	0.9704	0.9851
No log	1.62	162	1.0241	0.2829	1.0241	1.0120
No log	1.6400	164	0.8915	0.3412	0.8915	0.9442
No log	1.6600	166	1.2079	0.2698	1.2079	1.0990
No log	1.6800	168	1.6176	0.1829	1.6176	1.2718
No log	1.7	170	1.6246	0.2050	1.6246	1.2746
No log	1.72	172	1.2415	0.2440	1.2415	1.1142
No log	1.74	174	0.8414	0.3263	0.8414	0.9173
No log	1.76	176	0.8210	0.4374	0.8210	0.9061
No log	1.78	178	0.8079	0.4311	0.8079	0.8988
No log	1.8	180	0.8146	0.4108	0.8146	0.9025
No log	1.8200	182	1.1621	0.3178	1.1621	1.0780
No log	1.8400	184	1.7991	0.1975	1.7991	1.3413
No log	1.8600	186	1.9468	0.1674	1.9468	1.3953
No log	1.88	188	1.6237	0.2010	1.6237	1.2742
No log	1.9	190	1.0752	0.3308	1.0752	1.0369
No log	1.92	192	0.7511	0.3811	0.7511	0.8667
No log	1.94	194	0.7423	0.3686	0.7423	0.8616
No log	1.96	196	0.7691	0.3405	0.7691	0.8770
No log	1.98	198	0.7981	0.3773	0.7981	0.8934
No log	2.0	200	0.9026	0.3827	0.9026	0.9500
No log	2.02	202	0.9439	0.3438	0.9439	0.9715
No log	2.04	204	1.0103	0.3277	1.0103	1.0051
No log	2.06	206	1.1295	0.3235	1.1295	1.0628
No log	2.08	208	1.1479	0.3276	1.1479	1.0714
No log	2.1	210	1.1151	0.3103	1.1151	1.0560
No log	2.12	212	1.0924	0.3436	1.0924	1.0452
No log	2.14	214	1.0362	0.3571	1.0362	1.0179
No log	2.16	216	0.8474	0.3759	0.8474	0.9206
No log	2.18	218	0.7235	0.3798	0.7235	0.8506
No log	2.2	220	0.7203	0.3864	0.7203	0.8487
No log	2.22	222	0.7522	0.3723	0.7522	0.8673
No log	2.24	224	0.8009	0.3918	0.8009	0.8949
No log	2.26	226	0.9306	0.3540	0.9306	0.9647
No log	2.2800	228	1.0853	0.3186	1.0853	1.0418
No log	2.3	230	1.2085	0.3041	1.2085	1.0993
No log	2.32	232	1.0999	0.3434	1.0999	1.0487
No log	2.34	234	0.9450	0.3702	0.9450	0.9721
No log	2.36	236	0.9431	0.3947	0.9431	0.9712
No log	2.38	238	1.0167	0.3530	1.0167	1.0083
No log	2.4	240	1.0228	0.3363	1.0228	1.0113
No log	2.42	242	0.9137	0.4046	0.9137	0.9559
No log	2.44	244	0.8814	0.4114	0.8814	0.9388
No log	2.46	246	1.0260	0.3643	1.0260	1.0129
No log	2.48	248	1.0228	0.3723	1.0228	1.0113
No log	2.5	250	0.9104	0.3632	0.9104	0.9542
No log	2.52	252	0.8872	0.4090	0.8872	0.9419
No log	2.54	254	0.9659	0.3322	0.9659	0.9828
No log	2.56	256	0.9677	0.3733	0.9677	0.9837
No log	2.58	258	0.9153	0.4273	0.9153	0.9567
No log	2.6	260	0.9293	0.4052	0.9293	0.9640
No log	2.62	262	1.0351	0.3674	1.0351	1.0174
No log	2.64	264	1.1151	0.3225	1.1151	1.0560
No log	2.66	266	1.0611	0.3581	1.0611	1.0301
No log	2.68	268	0.9202	0.4263	0.9202	0.9593
No log	2.7	270	0.8918	0.3934	0.8918	0.9444
No log	2.7200	272	0.9569	0.3919	0.9569	0.9782
No log	2.74	274	0.9414	0.3630	0.9414	0.9702
No log	2.76	276	0.8809	0.3227	0.8809	0.9385
No log	2.7800	278	0.8226	0.4296	0.8226	0.9070
No log	2.8	280	0.8666	0.3849	0.8666	0.9309
No log	2.82	282	0.8833	0.3649	0.8833	0.9399
No log	2.84	284	0.8132	0.4377	0.8132	0.9018
No log	2.86	286	0.7614	0.4171	0.7614	0.8726
No log	2.88	288	0.7759	0.3875	0.7759	0.8808
No log	2.9	290	0.7460	0.3928	0.7460	0.8637
No log	2.92	292	0.7043	0.4018	0.7043	0.8392
No log	2.94	294	0.7499	0.4324	0.7499	0.8660
No log	2.96	296	0.9389	0.3887	0.9389	0.9689
No log	2.98	298	1.1010	0.3394	1.1010	1.0493
No log	3.0	300	1.1553	0.3264	1.1553	1.0748
No log	3.02	302	1.0436	0.3288	1.0436	1.0216
No log	3.04	304	0.8657	0.4133	0.8657	0.9304
No log	3.06	306	0.7254	0.4220	0.7254	0.8517
No log	3.08	308	0.6916	0.4447	0.6916	0.8316
No log	3.1	310	0.6993	0.4464	0.6993	0.8362
No log	3.12	312	0.6962	0.4297	0.6962	0.8344
No log	3.14	314	0.6987	0.4243	0.6987	0.8359
No log	3.16	316	0.7781	0.4455	0.7781	0.8821
No log	3.18	318	0.9420	0.4011	0.9420	0.9705
No log	3.2	320	0.9910	0.4243	0.9910	0.9955
No log	3.22	322	0.8815	0.4277	0.8815	0.9389
No log	3.24	324	0.7603	0.4766	0.7603	0.8719
No log	3.26	326	0.6951	0.4221	0.6951	0.8338
No log	3.2800	328	0.7005	0.4633	0.7005	0.8370
No log	3.3	330	0.7238	0.4754	0.7238	0.8508
No log	3.32	332	0.7321	0.4618	0.7321	0.8557
No log	3.34	334	0.7550	0.4633	0.7550	0.8689
No log	3.36	336	0.7739	0.4694	0.7739	0.8797
No log	3.38	338	0.8107	0.4038	0.8107	0.9004
No log	3.4	340	0.8600	0.4138	0.8600	0.9274
No log	3.42	342	0.8576	0.4021	0.8576	0.9261
No log	3.44	344	0.8175	0.3990	0.8175	0.9041
No log	3.46	346	0.7965	0.4355	0.7965	0.8925
No log	3.48	348	0.8124	0.4554	0.8124	0.9013
No log	3.5	350	0.8152	0.4591	0.8152	0.9029
No log	3.52	352	0.7938	0.4554	0.7938	0.8909
No log	3.54	354	0.7697	0.4272	0.7697	0.8774
No log	3.56	356	0.7466	0.4294	0.7466	0.8641
No log	3.58	358	0.7261	0.4235	0.7261	0.8521
No log	3.6	360	0.7094	0.4319	0.7094	0.8422
No log	3.62	362	0.7124	0.4133	0.7124	0.8440
No log	3.64	364	0.7229	0.4321	0.7229	0.8502
No log	3.66	366	0.7700	0.4110	0.7700	0.8775
No log	3.68	368	0.7858	0.4092	0.7858	0.8864
No log	3.7	370	0.7605	0.3988	0.7605	0.8720
No log	3.7200	372	0.7182	0.4301	0.7182	0.8475
No log	3.74	374	0.7284	0.4553	0.7284	0.8534
No log	3.76	376	0.7490	0.4686	0.7490	0.8655
No log	3.7800	378	0.7685	0.4534	0.7685	0.8766
No log	3.8	380	0.8238	0.4206	0.8238	0.9076
No log	3.82	382	0.8426	0.4206	0.8426	0.9179
No log	3.84	384	0.8415	0.4206	0.8415	0.9174
No log	3.86	386	0.8268	0.4088	0.8268	0.9093
No log	3.88	388	0.7838	0.4323	0.7838	0.8853
No log	3.9	390	0.7391	0.4319	0.7391	0.8597
No log	3.92	392	0.7120	0.4638	0.7120	0.8438
No log	3.94	394	0.7071	0.4514	0.7071	0.8409
No log	3.96	396	0.6669	0.4315	0.6669	0.8167
No log	3.98	398	0.6424	0.4316	0.6424	0.8015
No log	4.0	400	0.6266	0.4399	0.6266	0.7916
No log	4.02	402	0.6135	0.4718	0.6135	0.7832
No log	4.04	404	0.6194	0.4636	0.6194	0.7870
No log	4.06	406	0.6509	0.4969	0.6509	0.8068
No log	4.08	408	0.6723	0.4892	0.6723	0.8200
No log	4.1	410	0.7087	0.4862	0.7087	0.8418
No log	4.12	412	0.7300	0.4731	0.7300	0.8544
No log	4.14	414	0.7340	0.4764	0.7340	0.8567
No log	4.16	416	0.7527	0.4909	0.7527	0.8676
No log	4.18	418	0.7865	0.4950	0.7865	0.8869
No log	4.2	420	0.7710	0.4902	0.7710	0.8780
No log	4.22	422	0.7441	0.4577	0.7441	0.8626
No log	4.24	424	0.7170	0.4731	0.7170	0.8468
No log	4.26	426	0.7002	0.4718	0.7002	0.8368
No log	4.28	428	0.6782	0.4873	0.6782	0.8235
No log	4.3	430	0.6971	0.4826	0.6971	0.8349
No log	4.32	432	0.7781	0.4864	0.7781	0.8821
No log	4.34	434	0.8565	0.4462	0.8565	0.9255
No log	4.36	436	0.8455	0.4444	0.8455	0.9195
No log	4.38	438	0.7641	0.4656	0.7641	0.8742
No log	4.4	440	0.7089	0.4873	0.7089	0.8420
No log	4.42	442	0.7283	0.4896	0.7283	0.8534
No log	4.44	444	0.7686	0.4631	0.7686	0.8767
No log	4.46	446	0.7685	0.4788	0.7685	0.8766
No log	4.48	448	0.7549	0.4896	0.7549	0.8689
No log	4.5	450	0.7341	0.4677	0.7341	0.8568
No log	4.52	452	0.7431	0.4380	0.7431	0.8620
No log	4.54	454	0.7586	0.4324	0.7586	0.8710
No log	4.5600	456	0.7576	0.4456	0.7576	0.8704
No log	4.58	458	0.7530	0.4432	0.7530	0.8678
No log	4.6	460	0.7522	0.4511	0.7522	0.8673
No log	4.62	462	0.7259	0.4413	0.7259	0.8520
No log	4.64	464	0.7256	0.4637	0.7256	0.8518
No log	4.66	466	0.7371	0.4651	0.7371	0.8585
No log	4.68	468	0.7437	0.4524	0.7437	0.8624
No log	4.7	470	0.7565	0.4502	0.7565	0.8698
No log	4.72	472	0.7675	0.4502	0.7675	0.8761
No log	4.74	474	0.7787	0.4870	0.7787	0.8824
No log	4.76	476	0.7497	0.4577	0.7497	0.8658
No log	4.78	478	0.7340	0.4636	0.7340	0.8567
No log	4.8	480	0.7620	0.4703	0.7620	0.8729
No log	4.82	482	0.7752	0.4773	0.7752	0.8805
No log	4.84	484	0.7445	0.4478	0.7445	0.8629
No log	4.86	486	0.7205	0.4713	0.7205	0.8488
No log	4.88	488	0.7135	0.4974	0.7135	0.8447
No log	4.9	490	0.7096	0.4856	0.7096	0.8424
No log	4.92	492	0.7329	0.5006	0.7329	0.8561
No log	4.9400	494	0.7631	0.4882	0.7631	0.8735
No log	4.96	496	0.7466	0.5094	0.7466	0.8641
No log	4.98	498	0.7099	0.4816	0.7099	0.8426
0.4864	5.0	500	0.7016	0.4929	0.7016	0.8376
0.4864	5.02	502	0.7134	0.4849	0.7134	0.8446
0.4864	5.04	504	0.7194	0.4838	0.7194	0.8482
0.4864	5.06	506	0.7242	0.4827	0.7242	0.8510
0.4864	5.08	508	0.7218	0.4884	0.7218	0.8496
0.4864	5.1	510	0.7285	0.4884	0.7285	0.8535
0.4864	5.12	512	0.7420	0.4827	0.7420	0.8614
0.4864	5.14	514	0.7531	0.4838	0.7531	0.8678
0.4864	5.16	516	0.7605	0.4849	0.7605	0.8721
0.4864	5.18	518	0.7581	0.4697	0.7581	0.8707
0.4864	5.2	520	0.7607	0.4913	0.7607	0.8722
0.4864	5.22	522	0.7630	0.4493	0.7630	0.8735
0.4864	5.24	524	0.7380	0.4667	0.7380	0.8591
0.4864	5.26	526	0.7143	0.4560	0.7143	0.8452
0.4864	5.28	528	0.7338	0.4892	0.7338	0.8566
0.4864	5.3	530	0.7571	0.4816	0.7571	0.8701
0.4864	5.32	532	0.7495	0.4816	0.7495	0.8657
0.4864	5.34	534	0.7446	0.4475	0.7446	0.8629
0.4864	5.36	536	0.7501	0.4437	0.7501	0.8661
0.4864	5.38	538	0.7395	0.4359	0.7395	0.8599
0.4864	5.4	540	0.7354	0.4377	0.7354	0.8575
0.4864	5.42	542	0.7324	0.4260	0.7324	0.8558
0.4864	5.44	544	0.7354	0.4397	0.7354	0.8576
0.4864	5.46	546	0.7281	0.4202	0.7281	0.8533
0.4864	5.48	548	0.7272	0.4577	0.7272	0.8528
0.4864	5.5	550	0.7183	0.4420	0.7183	0.8475
0.4864	5.52	552	0.7103	0.4202	0.7103	0.8428
0.4864	5.54	554	0.7076	0.4359	0.7076	0.8412
0.4864	5.5600	556	0.7088	0.4750	0.7088	0.8419
0.4864	5.58	558	0.7089	0.4437	0.7089	0.8419
0.4864	5.6	560	0.7109	0.4160	0.7109	0.8432
0.4864	5.62	562	0.7204	0.4137	0.7204	0.8488
0.4864	5.64	564	0.7204	0.4218	0.7204	0.8488
0.4864	5.66	566	0.7329	0.4338	0.7329	0.8561
0.4864	5.68	568	0.7314	0.4338	0.7314	0.8552
0.4864	5.7	570	0.7238	0.4458	0.7238	0.8507
0.4864	5.72	572	0.7173	0.4261	0.7173	0.8470
0.4864	5.74	574	0.7171	0.4081	0.7171	0.8468
0.4864	5.76	576	0.7215	0.4320	0.7215	0.8494
0.4864	5.78	578	0.7220	0.4378	0.7220	0.8497
0.4864	5.8	580	0.7294	0.4454	0.7294	0.8540
0.4864	5.82	582	0.7227	0.4317	0.7227	0.8501
0.4864	5.84	584	0.7185	0.4218	0.7185	0.8476
0.4864	5.86	586	0.7159	0.3940	0.7159	0.8461
0.4864	5.88	588	0.7180	0.3940	0.7180	0.8473
0.4864	5.9	590	0.7130	0.4083	0.7130	0.8444
0.4864	5.92	592	0.7063	0.4710	0.7063	0.8404
0.4864	5.9400	594	0.6953	0.4874	0.6953	0.8338
0.4864	5.96	596	0.6944	0.4819	0.6944	0.8333
0.4864	5.98	598	0.6929	0.4915	0.6929	0.8324
0.4864	6.0	600	0.7076	0.5049	0.7076	0.8412
0.4864	6.02	602	0.7064	0.4925	0.7064	0.8405
0.4864	6.04	604	0.7221	0.4429	0.7221	0.8498
0.4864	6.06	606	0.7422	0.4486	0.7422	0.8615
0.4864	6.08	608	0.7521	0.4486	0.7521	0.8673
0.4864	6.1	610	0.7429	0.4429	0.7429	0.8619
0.4864	6.12	612	0.7470	0.4429	0.7470	0.8643
0.4864	6.14	614	0.7419	0.4448	0.7419	0.8613
0.4864	6.16	616	0.7233	0.4524	0.7233	0.8505
0.4864	6.18	618	0.7097	0.4382	0.7097	0.8424
0.4864	6.2	620	0.7003	0.4555	0.7003	0.8368
0.4864	6.22	622	0.6960	0.4551	0.6960	0.8343
0.4864	6.24	624	0.6855	0.4305	0.6855	0.8279
0.4864	6.26	626	0.6713	0.4200	0.6713	0.8193
0.4864	6.28	628	0.6733	0.4299	0.6733	0.8205
0.4864	6.3	630	0.6790	0.4358	0.6790	0.8240
0.4864	6.32	632	0.6929	0.4726	0.6929	0.8324
0.4864	6.34	634	0.7198	0.4856	0.7198	0.8484
0.4864	6.36	636	0.7634	0.5014	0.7634	0.8737
0.4864	6.38	638	0.7729	0.5014	0.7729	0.8791
0.4864	6.4	640	0.7612	0.5032	0.7612	0.8725
0.4864	6.42	642	0.7536	0.4942	0.7536	0.8681
0.4864	6.44	644	0.7408	0.4627	0.7408	0.8607
0.4864	6.46	646	0.7182	0.4223	0.7182	0.8475
0.4864	6.48	648	0.7136	0.4416	0.7136	0.8448
0.4864	6.5	650	0.7023	0.4398	0.7023	0.8380
0.4864	6.52	652	0.7012	0.4360	0.7012	0.8374
0.4864	6.54	654	0.6983	0.4360	0.6983	0.8356
0.4864	6.5600	656	0.6896	0.4495	0.6896	0.8304
0.4864	6.58	658	0.6764	0.4498	0.6764	0.8224
0.4864	6.6	660	0.6731	0.4691	0.6731	0.8204
0.4864	6.62	662	0.6833	0.5137	0.6833	0.8266
0.4864	6.64	664	0.6969	0.5060	0.6969	0.8348
0.4864	6.66	666	0.7020	0.5137	0.7020	0.8378
0.4864	6.68	668	0.7255	0.5050	0.7255	0.8518
0.4864	6.7	670	0.7429	0.5049	0.7429	0.8619
0.4864	6.72	672	0.7586	0.5049	0.7586	0.8710
0.4864	6.74	674	0.7804	0.4909	0.7804	0.8834
0.4864	6.76	676	0.7988	0.5057	0.7988	0.8938
0.4864	6.78	678	0.7907	0.5136	0.7907	0.8892
0.4864	6.8	680	0.7709	0.4929	0.7709	0.8780
0.4864	6.82	682	0.7446	0.4779	0.7446	0.8629
0.4864	6.84	684	0.7357	0.4817	0.7357	0.8577
0.4864	6.86	686	0.7384	0.5161	0.7384	0.8593
0.4864	6.88	688	0.7502	0.5137	0.7502	0.8661
0.4864	6.9	690	0.7577	0.5175	0.7577	0.8705
0.4864	6.92	692	0.7405	0.5186	0.7405	0.8606
0.4864	6.9400	694	0.7275	0.5137	0.7275	0.8529
0.4864	6.96	696	0.7314	0.5137	0.7314	0.8552
0.4864	6.98	698	0.7292	0.5154	0.7292	0.8540
0.4864	7.0	700	0.7354	0.5154	0.7354	0.8576
0.4864	7.02	702	0.7390	0.5154	0.7390	0.8597
0.4864	7.04	704	0.7380	0.5154	0.7380	0.8590
0.4864	7.06	706	0.7332	0.5161	0.7332	0.8563
0.4864	7.08	708	0.7438	0.5192	0.7438	0.8624
0.4864	7.1	710	0.7338	0.4910	0.7338	0.8566
0.4864	7.12	712	0.7286	0.4910	0.7286	0.8536
0.4864	7.14	714	0.7196	0.4834	0.7196	0.8483
0.4864	7.16	716	0.6964	0.4852	0.6964	0.8345
0.4864	7.18	718	0.6855	0.4553	0.6855	0.8279
0.4864	7.2	720	0.6863	0.4587	0.6863	0.8284
0.4864	7.22	722	0.6883	0.4569	0.6883	0.8296
0.4864	7.24	724	0.6930	0.4718	0.6930	0.8325
0.4864	7.26	726	0.7003	0.4816	0.7003	0.8368
0.4864	7.28	728	0.7062	0.5060	0.7062	0.8404
0.4864	7.3	730	0.7192	0.5175	0.7192	0.8481
0.4864	7.32	732	0.7156	0.5175	0.7156	0.8460
0.4864	7.34	734	0.6961	0.5060	0.6961	0.8343
0.4864	7.36	736	0.6831	0.4804	0.6831	0.8265
0.4864	7.38	738	0.6817	0.5060	0.6817	0.8257
0.4864	7.4	740	0.6966	0.5186	0.6966	0.8346
0.4864	7.42	742	0.7260	0.5158	0.7260	0.8520
0.4864	7.44	744	0.7335	0.5147	0.7335	0.8565
0.4864	7.46	746	0.7223	0.5234	0.7223	0.8499
0.4864	7.48	748	0.7065	0.5234	0.7065	0.8405
0.4864	7.5	750	0.6994	0.5192	0.6994	0.8363
0.4864	7.52	752	0.6933	0.4731	0.6933	0.8326
0.4864	7.54	754	0.6994	0.4920	0.6994	0.8363
0.4864	7.5600	756	0.7156	0.5192	0.7156	0.8460
0.4864	7.58	758	0.7286	0.5239	0.7286	0.8536
0.4864	7.6	760	0.7309	0.5239	0.7309	0.8549
0.4864	7.62	762	0.7231	0.5239	0.7231	0.8504
0.4864	7.64	764	0.7105	0.5192	0.7105	0.8429
0.4864	7.66	766	0.6999	0.5017	0.6999	0.8366
0.4864	7.68	768	0.7003	0.5035	0.7003	0.8368
0.4864	7.7	770	0.6991	0.4863	0.6991	0.8361
0.4864	7.72	772	0.6937	0.4692	0.6937	0.8329
0.4864	7.74	774	0.6920	0.4767	0.6920	0.8319
0.4864	7.76	776	0.6926	0.4767	0.6926	0.8322
0.4864	7.78	778	0.6958	0.4880	0.6958	0.8341
0.4864	7.8	780	0.6993	0.4977	0.6993	0.8362
0.4864	7.82	782	0.7047	0.5066	0.7047	0.8395
0.4864	7.84	784	0.7033	0.5309	0.7033	0.8386
0.4864	7.86	786	0.7085	0.5158	0.7085	0.8417
0.4864	7.88	788	0.7103	0.5158	0.7103	0.8428
0.4864	7.9	790	0.6968	0.5158	0.6968	0.8347
0.4864	7.92	792	0.6823	0.5250	0.6823	0.8260
0.4864	7.9400	794	0.6698	0.4892	0.6698	0.8184
0.4864	7.96	796	0.6571	0.4870	0.6571	0.8106
0.4864	7.98	798	0.6574	0.4591	0.6574	0.8108
0.4864	8.0	800	0.6648	0.4533	0.6648	0.8154
0.4864	8.02	802	0.6758	0.4533	0.6758	0.8221
0.4864	8.04	804	0.6821	0.4533	0.6821	0.8259
0.4864	8.06	806	0.6836	0.4587	0.6836	0.8268
0.4864	8.08	808	0.6950	0.4912	0.6950	0.8336
0.4864	8.1	810	0.7159	0.5130	0.7159	0.8461
0.4864	8.12	812	0.7401	0.5187	0.7401	0.8603
0.4864	8.14	814	0.7550	0.5039	0.7550	0.8689
0.4864	8.16	816	0.7680	0.5030	0.7680	0.8763
0.4864	8.18	818	0.7625	0.5039	0.7625	0.8732
0.4864	8.2	820	0.7651	0.5039	0.7651	0.8747
0.4864	8.22	822	0.7626	0.5232	0.7626	0.8733
0.4864	8.24	824	0.7559	0.5187	0.7559	0.8694
0.4864	8.26	826	0.7457	0.5140	0.7457	0.8636
0.4864	8.28	828	0.7410	0.5140	0.7410	0.8608
0.4864	8.3	830	0.7336	0.5140	0.7336	0.8565
0.4864	8.32	832	0.7434	0.5197	0.7434	0.8622
0.4864	8.34	834	0.7605	0.5244	0.7605	0.8720
0.4864	8.36	836	0.7606	0.5244	0.7606	0.8721
0.4864	8.38	838	0.7613	0.5244	0.7613	0.8725
0.4864	8.4	840	0.7599	0.5187	0.7599	0.8717
0.4864	8.42	842	0.7546	0.5244	0.7546	0.8687
0.4864	8.44	844	0.7393	0.5187	0.7393	0.8598
0.4864	8.46	846	0.7320	0.5197	0.7320	0.8556
0.4864	8.48	848	0.7324	0.5197	0.7324	0.8558
0.4864	8.5	850	0.7345	0.5187	0.7345	0.8570
0.4864	8.52	852	0.7429	0.5181	0.7429	0.8619
0.4864	8.54	854	0.7478	0.5239	0.7478	0.8647
0.4864	8.56	856	0.7427	0.5181	0.7427	0.8618
0.4864	8.58	858	0.7408	0.5255	0.7408	0.8607
0.4864	8.6	860	0.7353	0.5260	0.7353	0.8575
0.4864	8.62	862	0.7302	0.5157	0.7302	0.8545
0.4864	8.64	864	0.7368	0.5157	0.7368	0.8584
0.4864	8.66	866	0.7496	0.5203	0.7496	0.8658
0.4864	8.68	868	0.7601	0.5248	0.7601	0.8718
0.4864	8.7	870	0.7643	0.5232	0.7643	0.8742
0.4864	8.72	872	0.7604	0.5232	0.7604	0.8720
0.4864	8.74	874	0.7548	0.5244	0.7548	0.8688
0.4864	8.76	876	0.7474	0.5244	0.7474	0.8645
0.4864	8.78	878	0.7395	0.5255	0.7395	0.8599
0.4864	8.8	880	0.7401	0.5255	0.7401	0.8603
0.4864	8.82	882	0.7475	0.5170	0.7475	0.8646
0.4864	8.84	884	0.7486	0.5170	0.7486	0.8652
0.4864	8.86	886	0.7524	0.5170	0.7524	0.8674
0.4864	8.88	888	0.7598	0.5160	0.7598	0.8717
0.4864	8.9	890	0.7602	0.5160	0.7602	0.8719
0.4864	8.92	892	0.7555	0.5160	0.7555	0.8692
0.4864	8.94	894	0.7495	0.5160	0.7495	0.8657
0.4864	8.96	896	0.7476	0.5170	0.7476	0.8646
0.4864	8.98	898	0.7468	0.5170	0.7468	0.8642
0.4864	9.0	900	0.7434	0.5113	0.7434	0.8622
0.4864	9.02	902	0.7428	0.5113	0.7428	0.8619
0.4864	9.04	904	0.7439	0.5113	0.7439	0.8625
0.4864	9.06	906	0.7398	0.5113	0.7398	0.8601
0.4864	9.08	908	0.7310	0.5123	0.7310	0.8550
0.4864	9.1	910	0.7291	0.4934	0.7291	0.8539
0.4864	9.12	912	0.7319	0.5123	0.7319	0.8555
0.4864	9.14	914	0.7368	0.5123	0.7368	0.8584
0.4864	9.16	916	0.7456	0.5113	0.7456	0.8635
0.4864	9.18	918	0.7621	0.5164	0.7621	0.8730
0.4864	9.2	920	0.7771	0.5006	0.7771	0.8815
0.4864	9.22	922	0.7832	0.5006	0.7832	0.8850
0.4864	9.24	924	0.7823	0.5006	0.7823	0.8845
0.4864	9.26	926	0.7753	0.5022	0.7753	0.8805
0.4864	9.28	928	0.7649	0.5170	0.7649	0.8746
0.4864	9.3	930	0.7553	0.5064	0.7553	0.8691
0.4864	9.32	932	0.7478	0.4887	0.7478	0.8648
0.4864	9.34	934	0.7389	0.4961	0.7389	0.8596
0.4864	9.36	936	0.7327	0.4905	0.7327	0.8560
0.4864	9.38	938	0.7281	0.4912	0.7281	0.8533
0.4864	9.4	940	0.7240	0.4912	0.7240	0.8509
0.4864	9.42	942	0.7220	0.4912	0.7220	0.8497
0.4864	9.44	944	0.7213	0.4912	0.7213	0.8493
0.4864	9.46	946	0.7234	0.4912	0.7234	0.8506
0.4864	9.48	948	0.7251	0.4912	0.7251	0.8515
0.4864	9.5	950	0.7275	0.4961	0.7275	0.8529
0.4864	9.52	952	0.7332	0.4887	0.7332	0.8563
0.4864	9.54	954	0.7416	0.5066	0.7416	0.8611
0.4864	9.56	956	0.7465	0.5058	0.7465	0.8640
0.4864	9.58	958	0.7487	0.5058	0.7487	0.8653
0.4864	9.6	960	0.7509	0.5116	0.7509	0.8665
0.4864	9.62	962	0.7502	0.5116	0.7502	0.8661
0.4864	9.64	964	0.7481	0.5116	0.7481	0.8649
0.4864	9.66	966	0.7470	0.5116	0.7470	0.8643
0.4864	9.68	968	0.7466	0.5116	0.7466	0.8641
0.4864	9.7	970	0.7444	0.5058	0.7444	0.8628
0.4864	9.72	972	0.7416	0.5066	0.7416	0.8612
0.4864	9.74	974	0.7388	0.5073	0.7388	0.8596
0.4864	9.76	976	0.7375	0.4887	0.7375	0.8588
0.4864	9.78	978	0.7374	0.4887	0.7374	0.8587
0.4864	9.8	980	0.7373	0.4887	0.7373	0.8587
0.4864	9.82	982	0.7384	0.4887	0.7384	0.8593
0.4864	9.84	984	0.7394	0.4887	0.7394	0.8599
0.4864	9.86	986	0.7403	0.4887	0.7403	0.8604
0.4864	9.88	988	0.7411	0.4887	0.7411	0.8609
0.4864	9.9	990	0.7413	0.4887	0.7413	0.8610
0.4864	9.92	992	0.7415	0.4887	0.7415	0.8611
0.4864	9.94	994	0.7414	0.4887	0.7414	0.8610
0.4864	9.96	996	0.7415	0.4887	0.7415	0.8611
0.4864	9.98	998	0.7415	0.4887	0.7415	0.8611
0.0728	10.0	1000	0.7415	0.4887	0.7415	0.8611

Framework versions

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