ArabicNewSplits6_FineTuningAraBERT_run1_AugV5_k20_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: 0.7261
• Qwk: 0.5066
• Mse: 0.7261
• Rmse: 0.8521

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	4.0579	-0.0239	4.0579	2.0144
No log	0.04	4	2.4992	-0.0067	2.4992	1.5809
No log	0.06	6	2.2397	-0.0955	2.2397	1.4966
No log	0.08	8	1.3048	0.0025	1.3048	1.1423
No log	0.1	10	1.0330	0.0145	1.0330	1.0163
No log	0.12	12	0.7949	0.1636	0.7949	0.8916
No log	0.14	14	0.8013	0.1759	0.8013	0.8952
No log	0.16	16	0.8745	0.0515	0.8745	0.9351
No log	0.18	18	0.8356	0.1319	0.8356	0.9141
No log	0.2	20	0.7252	0.1855	0.7252	0.8516
No log	0.22	22	0.7496	0.1368	0.7496	0.8658
No log	0.24	24	0.9930	0.0641	0.9930	0.9965
No log	0.26	26	2.1057	-0.0382	2.1057	1.4511
No log	0.28	28	2.7716	-0.0340	2.7716	1.6648
No log	0.3	30	2.3148	0.0023	2.3148	1.5214
No log	0.32	32	1.5621	0.0246	1.5621	1.2498
No log	0.34	34	1.0340	0.0683	1.0340	1.0169
No log	0.36	36	1.0349	0.0822	1.0349	1.0173
No log	0.38	38	0.9072	0.1806	0.9072	0.9525
No log	0.4	40	0.7346	0.2711	0.7346	0.8571
No log	0.42	42	0.6696	0.2683	0.6696	0.8183
No log	0.44	44	0.6665	0.2844	0.6665	0.8164
No log	0.46	46	0.7248	0.2413	0.7248	0.8513
No log	0.48	48	0.8231	0.1908	0.8231	0.9072
No log	0.5	50	0.8657	0.1633	0.8657	0.9304
No log	0.52	52	0.8784	0.1981	0.8784	0.9372
No log	0.54	54	0.8503	0.1981	0.8503	0.9221
No log	0.56	56	0.7587	0.2613	0.7587	0.8711
No log	0.58	58	0.6787	0.2498	0.6787	0.8238
No log	0.6	60	0.6536	0.2896	0.6536	0.8084
No log	0.62	62	0.6795	0.2748	0.6795	0.8243
No log	0.64	64	0.7099	0.2683	0.7099	0.8426
No log	0.66	66	0.8241	0.2411	0.8241	0.9078
No log	0.68	68	1.1774	0.2298	1.1774	1.0851
No log	0.7	70	1.3691	0.1848	1.3691	1.1701
No log	0.72	72	1.2935	0.2155	1.2935	1.1373
No log	0.74	74	1.0439	0.2383	1.0439	1.0217
No log	0.76	76	0.9466	0.2217	0.9466	0.9729
No log	0.78	78	0.8543	0.2455	0.8543	0.9243
No log	0.8	80	0.8122	0.3127	0.8122	0.9012
No log	0.82	82	0.9132	0.3080	0.9132	0.9556
No log	0.84	84	1.0431	0.3239	1.0431	1.0213
No log	0.86	86	0.9887	0.3177	0.9887	0.9943
No log	0.88	88	1.0496	0.3139	1.0496	1.0245
No log	0.9	90	1.0907	0.2943	1.0907	1.0444
No log	0.92	92	1.1858	0.2602	1.1858	1.0890
No log	0.94	94	1.1938	0.2503	1.1938	1.0926
No log	0.96	96	1.0558	0.2629	1.0558	1.0275
No log	0.98	98	0.8292	0.2539	0.8292	0.9106
No log	1.0	100	0.6410	0.3753	0.6410	0.8006
No log	1.02	102	0.5891	0.4255	0.5891	0.7676
No log	1.04	104	0.6040	0.4199	0.6040	0.7772
No log	1.06	106	0.6410	0.4032	0.6410	0.8006
No log	1.08	108	0.6460	0.4211	0.6460	0.8038
No log	1.1	110	0.6668	0.4459	0.6668	0.8166
No log	1.12	112	0.7773	0.3565	0.7773	0.8816
No log	1.1400	114	0.9815	0.3189	0.9815	0.9907
No log	1.16	116	1.1133	0.2306	1.1133	1.0551
No log	1.18	118	1.0011	0.2116	1.0011	1.0005
No log	1.2	120	0.8910	0.1995	0.8910	0.9439
No log	1.22	122	0.8035	0.2570	0.8035	0.8964
No log	1.24	124	0.7404	0.3793	0.7404	0.8605
No log	1.26	126	0.8017	0.4002	0.8017	0.8954
No log	1.28	128	0.8460	0.4217	0.8460	0.9198
No log	1.3	130	0.9312	0.4024	0.9312	0.9650
No log	1.32	132	0.7830	0.4206	0.7830	0.8849
No log	1.34	134	0.6671	0.4112	0.6671	0.8168
No log	1.3600	136	0.6260	0.4557	0.6260	0.7912
No log	1.38	138	0.6354	0.4353	0.6354	0.7971
No log	1.4	140	0.6329	0.4426	0.6329	0.7956
No log	1.42	142	0.7145	0.3939	0.7145	0.8453
No log	1.44	144	0.9613	0.3611	0.9613	0.9805
No log	1.46	146	1.0383	0.3688	1.0383	1.0190
No log	1.48	148	0.8213	0.4094	0.8213	0.9063
No log	1.5	150	0.7140	0.4343	0.7140	0.8450
No log	1.52	152	0.7702	0.3837	0.7702	0.8776
No log	1.54	154	0.9504	0.3632	0.9504	0.9749
No log	1.56	156	1.2879	0.2314	1.2879	1.1349
No log	1.58	158	1.2097	0.2831	1.2097	1.0998
No log	1.6	160	0.8980	0.3799	0.8980	0.9476
No log	1.62	162	0.7662	0.4548	0.7662	0.8754
No log	1.6400	164	0.7585	0.4354	0.7585	0.8709
No log	1.6600	166	0.7094	0.4204	0.7094	0.8423
No log	1.6800	168	0.6977	0.3796	0.6977	0.8353
No log	1.7	170	0.7709	0.3780	0.7709	0.8780
No log	1.72	172	0.8882	0.3720	0.8882	0.9424
No log	1.74	174	1.1165	0.3210	1.1165	1.0567
No log	1.76	176	1.0158	0.3611	1.0158	1.0079
No log	1.78	178	0.7617	0.3680	0.7617	0.8728
No log	1.8	180	0.6755	0.3510	0.6755	0.8219
No log	1.8200	182	0.6845	0.3730	0.6845	0.8273
No log	1.8400	184	0.7181	0.3245	0.7181	0.8474
No log	1.8600	186	0.9547	0.3515	0.9547	0.9771
No log	1.88	188	1.2523	0.2740	1.2523	1.1191
No log	1.9	190	1.1454	0.2918	1.1454	1.0702
No log	1.92	192	0.8544	0.3607	0.8544	0.9243
No log	1.94	194	0.7807	0.3429	0.7807	0.8836
No log	1.96	196	0.7052	0.3807	0.7052	0.8397
No log	1.98	198	0.6572	0.4320	0.6572	0.8107
No log	2.0	200	0.6411	0.4157	0.6411	0.8007
No log	2.02	202	0.6680	0.4134	0.6680	0.8173
No log	2.04	204	0.7598	0.4084	0.7598	0.8717
No log	2.06	206	0.9599	0.3661	0.9599	0.9797
No log	2.08	208	1.0746	0.3096	1.0746	1.0366
No log	2.1	210	1.0674	0.3231	1.0674	1.0332
No log	2.12	212	0.8877	0.4070	0.8877	0.9422
No log	2.14	214	0.8037	0.3501	0.8037	0.8965
No log	2.16	216	0.7512	0.3465	0.7512	0.8667
No log	2.18	218	0.7529	0.3527	0.7529	0.8677
No log	2.2	220	0.7859	0.3884	0.7859	0.8865
No log	2.22	222	0.8479	0.4115	0.8479	0.9208
No log	2.24	224	0.8973	0.3940	0.8973	0.9473
No log	2.26	226	0.9846	0.3759	0.9846	0.9923
No log	2.2800	228	1.1162	0.3092	1.1162	1.0565
No log	2.3	230	1.1509	0.2495	1.1509	1.0728
No log	2.32	232	0.9726	0.3469	0.9726	0.9862
No log	2.34	234	0.7535	0.3891	0.7535	0.8680
No log	2.36	236	0.6878	0.3719	0.6878	0.8293
No log	2.38	238	0.6777	0.3824	0.6777	0.8232
No log	2.4	240	0.6742	0.4019	0.6742	0.8211
No log	2.42	242	0.7586	0.4028	0.7586	0.8710
No log	2.44	244	0.8047	0.4088	0.8047	0.8971
No log	2.46	246	0.8366	0.4094	0.8366	0.9146
No log	2.48	248	0.9117	0.4181	0.9117	0.9548
No log	2.5	250	0.9485	0.4093	0.9485	0.9739
No log	2.52	252	0.9419	0.3671	0.9419	0.9705
No log	2.54	254	0.9306	0.3691	0.9306	0.9647
No log	2.56	256	0.9759	0.3629	0.9759	0.9879
No log	2.58	258	0.9054	0.3799	0.9054	0.9515
No log	2.6	260	0.8276	0.4144	0.8276	0.9097
No log	2.62	262	0.7999	0.3940	0.7999	0.8944
No log	2.64	264	0.7951	0.4060	0.7951	0.8917
No log	2.66	266	0.8235	0.4250	0.8235	0.9075
No log	2.68	268	0.8462	0.4524	0.8462	0.9199
No log	2.7	270	0.8014	0.4309	0.8014	0.8952
No log	2.7200	272	0.7422	0.4425	0.7422	0.8615
No log	2.74	274	0.6819	0.4026	0.6819	0.8258
No log	2.76	276	0.6634	0.4370	0.6634	0.8145
No log	2.7800	278	0.6623	0.4147	0.6623	0.8138
No log	2.8	280	0.6460	0.3960	0.6460	0.8038
No log	2.82	282	0.6469	0.4231	0.6469	0.8043
No log	2.84	284	0.6813	0.4776	0.6813	0.8254
No log	2.86	286	0.7134	0.4763	0.7134	0.8446
No log	2.88	288	0.7693	0.5281	0.7693	0.8771
No log	2.9	290	0.7673	0.4794	0.7673	0.8759
No log	2.92	292	0.7844	0.4281	0.7844	0.8857
No log	2.94	294	0.8109	0.4113	0.8109	0.9005
No log	2.96	296	0.8018	0.4111	0.8017	0.8954
No log	2.98	298	0.7610	0.4189	0.7610	0.8724
No log	3.0	300	0.7561	0.4132	0.7561	0.8695
No log	3.02	302	0.8139	0.3973	0.8139	0.9022
No log	3.04	304	0.8023	0.4051	0.8023	0.8957
No log	3.06	306	0.7659	0.3978	0.7659	0.8751
No log	3.08	308	0.6960	0.3833	0.6960	0.8343
No log	3.1	310	0.7066	0.4141	0.7066	0.8406
No log	3.12	312	0.7311	0.4012	0.7311	0.8550
No log	3.14	314	0.7410	0.4019	0.7410	0.8608
No log	3.16	316	0.7951	0.3752	0.7951	0.8917
No log	3.18	318	0.8485	0.3714	0.8485	0.9212
No log	3.2	320	0.8391	0.3768	0.8391	0.9160
No log	3.22	322	0.8101	0.4261	0.8101	0.9000
No log	3.24	324	0.7904	0.4279	0.7904	0.8890
No log	3.26	326	0.7632	0.4173	0.7632	0.8736
No log	3.2800	328	0.7251	0.4316	0.7251	0.8515
No log	3.3	330	0.6864	0.4381	0.6864	0.8285
No log	3.32	332	0.6538	0.3716	0.6538	0.8086
No log	3.34	334	0.6402	0.3779	0.6402	0.8001
No log	3.36	336	0.6333	0.3779	0.6333	0.7958
No log	3.38	338	0.6534	0.4326	0.6534	0.8083
No log	3.4	340	0.6528	0.4193	0.6528	0.8079
No log	3.42	342	0.6755	0.4446	0.6755	0.8219
No log	3.44	344	0.6864	0.4466	0.6864	0.8285
No log	3.46	346	0.7302	0.4735	0.7302	0.8545
No log	3.48	348	0.7821	0.4524	0.7821	0.8844
No log	3.5	350	0.7565	0.4767	0.7565	0.8698
No log	3.52	352	0.7104	0.4763	0.7104	0.8429
No log	3.54	354	0.7113	0.4544	0.7113	0.8434
No log	3.56	356	0.7395	0.4614	0.7395	0.8599
No log	3.58	358	0.7353	0.4735	0.7353	0.8575
No log	3.6	360	0.7926	0.4665	0.7926	0.8903
No log	3.62	362	0.9446	0.4187	0.9446	0.9719
No log	3.64	364	0.9821	0.4104	0.9821	0.9910
No log	3.66	366	0.8926	0.4663	0.8926	0.9448
No log	3.68	368	0.8373	0.4575	0.8373	0.9150
No log	3.7	370	0.7973	0.4301	0.7973	0.8929
No log	3.7200	372	0.7676	0.4260	0.7676	0.8761
No log	3.74	374	0.7635	0.4243	0.7635	0.8738
No log	3.76	376	0.8073	0.4203	0.8073	0.8985
No log	3.7800	378	0.8096	0.3940	0.8096	0.8998
No log	3.8	380	0.7471	0.4243	0.7471	0.8643
No log	3.82	382	0.7086	0.4093	0.7086	0.8418
No log	3.84	384	0.6910	0.4151	0.6910	0.8313
No log	3.86	386	0.6946	0.4172	0.6946	0.8334
No log	3.88	388	0.7292	0.4282	0.7292	0.8539
No log	3.9	390	0.8257	0.3737	0.8257	0.9087
No log	3.92	392	0.8508	0.3623	0.8508	0.9224
No log	3.94	394	0.8349	0.3607	0.8349	0.9137
No log	3.96	396	0.8375	0.3711	0.8375	0.9151
No log	3.98	398	0.8150	0.4637	0.8150	0.9027
No log	4.0	400	0.8154	0.4813	0.8154	0.9030
No log	4.02	402	0.8669	0.4432	0.8669	0.9311
No log	4.04	404	0.8612	0.4524	0.8612	0.9280
No log	4.06	406	0.7869	0.4651	0.7869	0.8871
No log	4.08	408	0.7186	0.4622	0.7186	0.8477
No log	4.1	410	0.7738	0.4633	0.7738	0.8797
No log	4.12	412	0.8512	0.4182	0.8512	0.9226
No log	4.14	414	0.8138	0.4384	0.8138	0.9021
No log	4.16	416	0.7340	0.4691	0.7340	0.8567
No log	4.18	418	0.7018	0.4597	0.7018	0.8377
No log	4.2	420	0.7171	0.4925	0.7171	0.8468
No log	4.22	422	0.7397	0.5117	0.7397	0.8600
No log	4.24	424	0.7639	0.5183	0.7639	0.8740
No log	4.26	426	0.7592	0.4856	0.7592	0.8713
No log	4.28	428	0.7646	0.4399	0.7646	0.8744
No log	4.3	430	0.8457	0.4143	0.8457	0.9196
No log	4.32	432	0.8700	0.4574	0.8700	0.9328
No log	4.34	434	0.8200	0.4124	0.8200	0.9055
No log	4.36	436	0.7600	0.4281	0.7600	0.8718
No log	4.38	438	0.7282	0.4380	0.7282	0.8534
No log	4.4	440	0.7141	0.4341	0.7141	0.8450
No log	4.42	442	0.6988	0.4300	0.6988	0.8359
No log	4.44	444	0.6965	0.4500	0.6965	0.8346
No log	4.46	446	0.7061	0.4320	0.7061	0.8403
No log	4.48	448	0.7141	0.4342	0.7141	0.8451
No log	4.5	450	0.7224	0.4400	0.7224	0.8499
No log	4.52	452	0.7380	0.4702	0.7380	0.8591
No log	4.54	454	0.7531	0.4836	0.7531	0.8678
No log	4.5600	456	0.7505	0.4596	0.7505	0.8663
No log	4.58	458	0.7539	0.4361	0.7539	0.8683
No log	4.6	460	0.7753	0.4323	0.7753	0.8805
No log	4.62	462	0.7608	0.4323	0.7608	0.8722
No log	4.64	464	0.7315	0.4461	0.7315	0.8553
No log	4.66	466	0.7082	0.4282	0.7082	0.8415
No log	4.68	468	0.7003	0.4119	0.7003	0.8369
No log	4.7	470	0.6817	0.4282	0.6817	0.8256
No log	4.72	472	0.6705	0.4283	0.6705	0.8188
No log	4.74	474	0.6583	0.4343	0.6583	0.8114
No log	4.76	476	0.6579	0.4343	0.6579	0.8111
No log	4.78	478	0.6788	0.4366	0.6788	0.8239
No log	4.8	480	0.6951	0.4342	0.6951	0.8337
No log	4.82	482	0.7238	0.4260	0.7238	0.8507
No log	4.84	484	0.7653	0.4421	0.7653	0.8748
No log	4.86	486	0.8199	0.4306	0.8199	0.9055
No log	4.88	488	0.8764	0.4308	0.8764	0.9362
No log	4.9	490	0.8568	0.4180	0.8568	0.9256
No log	4.92	492	0.7995	0.4305	0.7995	0.8942
No log	4.9400	494	0.7667	0.4067	0.7667	0.8756
No log	4.96	496	0.7466	0.4342	0.7466	0.8640
No log	4.98	498	0.7470	0.4282	0.7470	0.8643
0.4793	5.0	500	0.7495	0.4342	0.7495	0.8657
0.4793	5.02	502	0.7420	0.4524	0.7420	0.8614
0.4793	5.04	504	0.7263	0.4359	0.7263	0.8522
0.4793	5.06	506	0.7255	0.4382	0.7255	0.8517
0.4793	5.08	508	0.7330	0.4342	0.7330	0.8562
0.4793	5.1	510	0.7287	0.4261	0.7287	0.8537
0.4793	5.12	512	0.7294	0.4440	0.7294	0.8540
0.4793	5.14	514	0.7512	0.4561	0.7512	0.8667
0.4793	5.16	516	0.7607	0.4593	0.7607	0.8722
0.4793	5.18	518	0.7617	0.4807	0.7617	0.8728
0.4793	5.2	520	0.7425	0.4432	0.7425	0.8617
0.4793	5.22	522	0.7201	0.4651	0.7201	0.8486
0.4793	5.24	524	0.7412	0.4282	0.7412	0.8609
0.4793	5.26	526	0.7868	0.4185	0.7868	0.8870
0.4793	5.28	528	0.7920	0.4301	0.7920	0.8899
0.4793	5.3	530	0.7759	0.4596	0.7759	0.8808
0.4793	5.32	532	0.7737	0.4537	0.7737	0.8796
0.4793	5.34	534	0.7613	0.4480	0.7613	0.8725
0.4793	5.36	536	0.7465	0.4561	0.7465	0.8640
0.4793	5.38	538	0.7429	0.4581	0.7429	0.8619
0.4793	5.4	540	0.7517	0.4141	0.7517	0.8670
0.4793	5.42	542	0.7566	0.4281	0.7566	0.8698
0.4793	5.44	544	0.7529	0.4442	0.7529	0.8677
0.4793	5.46	546	0.7610	0.4554	0.7610	0.8724
0.4793	5.48	548	0.7630	0.4477	0.7630	0.8735
0.4793	5.5	550	0.7494	0.4236	0.7494	0.8657
0.4793	5.52	552	0.7342	0.4442	0.7342	0.8568
0.4793	5.54	554	0.7338	0.4261	0.7338	0.8566
0.4793	5.5600	556	0.7356	0.4342	0.7356	0.8577
0.4793	5.58	558	0.7180	0.4301	0.7180	0.8474
0.4793	5.6	560	0.7190	0.4106	0.7190	0.8479
0.4793	5.62	562	0.7526	0.4166	0.7526	0.8675
0.4793	5.64	564	0.7628	0.4437	0.7628	0.8734
0.4793	5.66	566	0.7414	0.4058	0.7414	0.8611
0.4793	5.68	568	0.7141	0.4104	0.7141	0.8451
0.4793	5.7	570	0.7161	0.4093	0.7161	0.8463
0.4793	5.72	572	0.7465	0.4158	0.7465	0.8640
0.4793	5.74	574	0.7652	0.4416	0.7652	0.8747
0.4793	5.76	576	0.7405	0.3983	0.7405	0.8605
0.4793	5.78	578	0.7196	0.4279	0.7196	0.8483
0.4793	5.8	580	0.7519	0.4061	0.7519	0.8671
0.4793	5.82	582	0.7839	0.4189	0.7839	0.8854
0.4793	5.84	584	0.7909	0.4189	0.7909	0.8893
0.4793	5.86	586	0.7868	0.4292	0.7868	0.8870
0.4793	5.88	588	0.7892	0.4155	0.7892	0.8884
0.4793	5.9	590	0.7956	0.4050	0.7956	0.8920
0.4793	5.92	592	0.8092	0.4400	0.8092	0.8996
0.4793	5.9400	594	0.8132	0.4419	0.8132	0.9018
0.4793	5.96	596	0.8056	0.4340	0.8056	0.8975
0.4793	5.98	598	0.7971	0.3973	0.7971	0.8928
0.4793	6.0	600	0.7997	0.4020	0.7997	0.8943
0.4793	6.02	602	0.7818	0.4017	0.7818	0.8842
0.4793	6.04	604	0.7553	0.4091	0.7553	0.8691
0.4793	6.06	606	0.7331	0.3966	0.7331	0.8562
0.4793	6.08	608	0.7273	0.4179	0.7273	0.8528
0.4793	6.1	610	0.7268	0.4201	0.7268	0.8526
0.4793	6.12	612	0.7341	0.4040	0.7341	0.8568
0.4793	6.14	614	0.7387	0.4042	0.7387	0.8595
0.4793	6.16	616	0.7452	0.4018	0.7452	0.8632
0.4793	6.18	618	0.7572	0.4886	0.7572	0.8702
0.4793	6.2	620	0.7549	0.4554	0.7549	0.8688
0.4793	6.22	622	0.7386	0.4160	0.7386	0.8594
0.4793	6.24	624	0.7328	0.4202	0.7328	0.8561
0.4793	6.26	626	0.7436	0.4281	0.7436	0.8623
0.4793	6.28	628	0.7412	0.4281	0.7412	0.8609
0.4793	6.3	630	0.7328	0.4122	0.7328	0.8560
0.4793	6.32	632	0.7507	0.4479	0.7507	0.8664
0.4793	6.34	634	0.7856	0.4646	0.7856	0.8863
0.4793	6.36	636	0.8127	0.4591	0.8127	0.9015
0.4793	6.38	638	0.8092	0.4514	0.8092	0.8996
0.4793	6.4	640	0.7882	0.4820	0.7882	0.8878
0.4793	6.42	642	0.7560	0.4750	0.7560	0.8695
0.4793	6.44	644	0.7266	0.4401	0.7266	0.8524
0.4793	6.46	646	0.7254	0.4382	0.7254	0.8517
0.4793	6.48	648	0.7423	0.4106	0.7423	0.8615
0.4793	6.5	650	0.7443	0.4243	0.7443	0.8627
0.4793	6.52	652	0.7379	0.4165	0.7379	0.8590
0.4793	6.54	654	0.7381	0.4444	0.7381	0.8591
0.4793	6.5600	656	0.7437	0.4701	0.7437	0.8624
0.4793	6.58	658	0.7443	0.4750	0.7443	0.8627
0.4793	6.6	660	0.7437	0.5084	0.7437	0.8624
0.4793	6.62	662	0.7216	0.4629	0.7216	0.8494
0.4793	6.64	664	0.6978	0.4276	0.6978	0.8354
0.4793	6.66	666	0.6922	0.4260	0.6922	0.8320
0.4793	6.68	668	0.6974	0.4282	0.6974	0.8351
0.4793	6.7	670	0.7053	0.4222	0.7053	0.8398
0.4793	6.72	672	0.7072	0.4260	0.7072	0.8409
0.4793	6.74	674	0.7097	0.4218	0.7097	0.8424
0.4793	6.76	676	0.7119	0.4420	0.7119	0.8437
0.4793	6.78	678	0.7241	0.4317	0.7241	0.8510
0.4793	6.8	680	0.7295	0.4316	0.7295	0.8541
0.4793	6.82	682	0.7246	0.4420	0.7246	0.8512
0.4793	6.84	684	0.7174	0.4420	0.7174	0.8470
0.4793	6.86	686	0.7232	0.4157	0.7232	0.8504
0.4793	6.88	688	0.7326	0.4299	0.7326	0.8559
0.4793	6.9	690	0.7382	0.4537	0.7382	0.8592
0.4793	6.92	692	0.7503	0.4479	0.7503	0.8662
0.4793	6.9400	694	0.7637	0.5068	0.7637	0.8739
0.4793	6.96	696	0.7876	0.4811	0.7876	0.8875
0.4793	6.98	698	0.8006	0.4754	0.8006	0.8947
0.4793	7.0	700	0.7925	0.4527	0.7925	0.8902
0.4793	7.02	702	0.7721	0.4759	0.7721	0.8787
0.4793	7.04	704	0.7343	0.4813	0.7343	0.8569
0.4793	7.06	706	0.7137	0.4707	0.7137	0.8448
0.4793	7.08	708	0.7074	0.4665	0.7074	0.8411
0.4793	7.1	710	0.7008	0.4399	0.7008	0.8371
0.4793	7.12	712	0.6950	0.3979	0.6950	0.8337
0.4793	7.14	714	0.7004	0.3916	0.7004	0.8369
0.4793	7.16	716	0.7177	0.4399	0.7177	0.8472
0.4793	7.18	718	0.7459	0.4906	0.7459	0.8636
0.4793	7.2	720	0.7758	0.5063	0.7758	0.8808
0.4793	7.22	722	0.8005	0.5063	0.8005	0.8947
0.4793	7.24	724	0.7957	0.4890	0.7957	0.8920
0.4793	7.26	726	0.7709	0.4275	0.7709	0.8780
0.4793	7.28	728	0.7586	0.4337	0.7586	0.8710
0.4793	7.3	730	0.7532	0.4417	0.7532	0.8679
0.4793	7.32	732	0.7547	0.4257	0.7547	0.8687
0.4793	7.34	734	0.7646	0.4175	0.7646	0.8744
0.4793	7.36	736	0.7725	0.4095	0.7725	0.8789
0.4793	7.38	738	0.7912	0.4150	0.7912	0.8895
0.4793	7.4	740	0.8100	0.4390	0.8100	0.9000
0.4793	7.42	742	0.8132	0.4739	0.8132	0.9018
0.4793	7.44	744	0.8101	0.4739	0.8101	0.9001
0.4793	7.46	746	0.7999	0.4563	0.7999	0.8944
0.4793	7.48	748	0.7763	0.4216	0.7763	0.8811
0.4793	7.5	750	0.7559	0.4435	0.7559	0.8694
0.4793	7.52	752	0.7473	0.4400	0.7473	0.8645
0.4793	7.54	754	0.7453	0.4281	0.7453	0.8633
0.4793	7.5600	756	0.7374	0.4361	0.7374	0.8587
0.4793	7.58	758	0.7292	0.4361	0.7292	0.8540
0.4793	7.6	760	0.7169	0.4261	0.7169	0.8467
0.4793	7.62	762	0.7099	0.4239	0.7099	0.8425
0.4793	7.64	764	0.7170	0.4215	0.7170	0.8468
0.4793	7.66	766	0.7329	0.4915	0.7329	0.8561
0.4793	7.68	768	0.7436	0.5102	0.7436	0.8623
0.4793	7.7	770	0.7458	0.5102	0.7458	0.8636
0.4793	7.72	772	0.7348	0.4978	0.7348	0.8572
0.4793	7.74	774	0.7232	0.4760	0.7232	0.8504
0.4793	7.76	776	0.7137	0.4316	0.7137	0.8448
0.4793	7.78	778	0.7127	0.4197	0.7127	0.8442
0.4793	7.8	780	0.7134	0.4395	0.7134	0.8446
0.4793	7.82	782	0.7202	0.4557	0.7202	0.8486
0.4793	7.84	784	0.7293	0.5167	0.7293	0.8540
0.4793	7.86	786	0.7381	0.5229	0.7381	0.8591
0.4793	7.88	788	0.7465	0.5279	0.7465	0.8640
0.4793	7.9	790	0.7441	0.5279	0.7441	0.8626
0.4793	7.92	792	0.7326	0.4963	0.7326	0.8559
0.4793	7.9400	794	0.7196	0.4901	0.7196	0.8483
0.4793	7.96	796	0.7118	0.4840	0.7118	0.8437
0.4793	7.98	798	0.7058	0.4643	0.7058	0.8401
0.4793	8.0	800	0.7025	0.4643	0.7025	0.8382
0.4793	8.02	802	0.7026	0.4115	0.7026	0.8382
0.4793	8.04	804	0.7076	0.4136	0.7076	0.8412
0.4793	8.06	806	0.7113	0.4136	0.7113	0.8434
0.4793	8.08	808	0.7137	0.4239	0.7137	0.8448
0.4793	8.1	810	0.7182	0.4239	0.7182	0.8475
0.4793	8.12	812	0.7216	0.4159	0.7216	0.8495
0.4793	8.14	814	0.7248	0.4257	0.7248	0.8513
0.4793	8.16	816	0.7324	0.4457	0.7324	0.8558
0.4793	8.18	818	0.7402	0.4377	0.7402	0.8603
0.4793	8.2	820	0.7533	0.4674	0.7533	0.8679
0.4793	8.22	822	0.7707	0.4970	0.7707	0.8779
0.4793	8.24	824	0.7887	0.4854	0.7887	0.8881
0.4793	8.26	826	0.7896	0.4829	0.7896	0.8886
0.4793	8.28	828	0.7774	0.4868	0.7774	0.8817
0.4793	8.3	830	0.7572	0.4979	0.7572	0.8702
0.4793	8.32	832	0.7387	0.4477	0.7387	0.8595
0.4793	8.34	834	0.7299	0.4437	0.7299	0.8543
0.4793	8.36	836	0.7226	0.4317	0.7226	0.8500
0.4793	8.38	838	0.7191	0.4477	0.7191	0.8480
0.4793	8.4	840	0.7208	0.4477	0.7208	0.8490
0.4793	8.42	842	0.7223	0.4477	0.7223	0.8499
0.4793	8.44	844	0.7238	0.4557	0.7238	0.8508
0.4793	8.46	846	0.7270	0.4577	0.7270	0.8526
0.4793	8.48	848	0.7303	0.4557	0.7303	0.8546
0.4793	8.5	850	0.7331	0.4397	0.7331	0.8562
0.4793	8.52	852	0.7375	0.4574	0.7375	0.8588
0.4793	8.54	854	0.7416	0.4669	0.7416	0.8612
0.4793	8.56	856	0.7405	0.4856	0.7405	0.8605
0.4793	8.58	858	0.7344	0.5120	0.7344	0.8570
0.4793	8.6	860	0.7261	0.5068	0.7261	0.8521
0.4793	8.62	862	0.7165	0.4864	0.7165	0.8465
0.4793	8.64	864	0.7085	0.4809	0.7085	0.8417
0.4793	8.66	866	0.7084	0.4809	0.7084	0.8416
0.4793	8.68	868	0.7133	0.4809	0.7133	0.8445
0.4793	8.7	870	0.7156	0.4809	0.7156	0.8459
0.4793	8.72	872	0.7146	0.4747	0.7146	0.8453
0.4793	8.74	874	0.7131	0.4574	0.7131	0.8445
0.4793	8.76	876	0.7140	0.4337	0.7140	0.8450
0.4793	8.78	878	0.7164	0.4197	0.7164	0.8464
0.4793	8.8	880	0.7173	0.4219	0.7173	0.8469
0.4793	8.82	882	0.7170	0.4160	0.7170	0.8467
0.4793	8.84	884	0.7179	0.4240	0.7179	0.8473
0.4793	8.86	886	0.7173	0.4219	0.7173	0.8469
0.4793	8.88	888	0.7172	0.4219	0.7172	0.8469
0.4793	8.9	890	0.7155	0.4219	0.7155	0.8459
0.4793	8.92	892	0.7118	0.4537	0.7118	0.8437
0.4793	8.94	894	0.7082	0.4582	0.7082	0.8415
0.4793	8.96	896	0.7041	0.4690	0.7041	0.8391
0.4793	8.98	898	0.7033	0.4690	0.7033	0.8386
0.4793	9.0	900	0.7058	0.4809	0.7058	0.8401
0.4793	9.02	902	0.7063	0.4747	0.7063	0.8404
0.4793	9.04	904	0.7078	0.4747	0.7078	0.8413
0.4793	9.06	906	0.7089	0.4901	0.7089	0.8420
0.4793	9.08	908	0.7132	0.4747	0.7132	0.8445
0.4793	9.1	910	0.7184	0.4802	0.7184	0.8476
0.4793	9.12	912	0.7244	0.4917	0.7244	0.8511
0.4793	9.14	914	0.7252	0.4917	0.7252	0.8516
0.4793	9.16	916	0.7283	0.4917	0.7283	0.8534
0.4793	9.18	918	0.7317	0.5012	0.7317	0.8554
0.4793	9.2	920	0.7365	0.5012	0.7365	0.8582
0.4793	9.22	922	0.7389	0.5003	0.7389	0.8596
0.4793	9.24	924	0.7362	0.4890	0.7362	0.8580
0.4793	9.26	926	0.7314	0.4917	0.7314	0.8552
0.4793	9.28	928	0.7247	0.4925	0.7247	0.8513
0.4793	9.3	930	0.7188	0.4963	0.7188	0.8478
0.4793	9.32	932	0.7148	0.4840	0.7148	0.8455
0.4793	9.34	934	0.7139	0.4840	0.7139	0.8449
0.4793	9.36	936	0.7133	0.4840	0.7133	0.8446
0.4793	9.38	938	0.7145	0.4840	0.7145	0.8453
0.4793	9.4	940	0.7165	0.4760	0.7165	0.8464
0.4793	9.42	942	0.7172	0.5025	0.7172	0.8468
0.4793	9.44	944	0.7188	0.5025	0.7188	0.8478
0.4793	9.46	946	0.7209	0.5087	0.7209	0.8491
0.4793	9.48	948	0.7216	0.5087	0.7216	0.8495
0.4793	9.5	950	0.7222	0.5025	0.7222	0.8498
0.4793	9.52	952	0.7250	0.5025	0.7250	0.8514
0.4793	9.54	954	0.7259	0.4821	0.7259	0.8520
0.4793	9.56	956	0.7273	0.4633	0.7273	0.8528
0.4793	9.58	958	0.7276	0.4633	0.7276	0.8530
0.4793	9.6	960	0.7271	0.4821	0.7271	0.8527
0.4793	9.62	962	0.7252	0.5025	0.7252	0.8516
0.4793	9.64	964	0.7232	0.5025	0.7232	0.8504
0.4793	9.66	966	0.7213	0.5025	0.7213	0.8493
0.4793	9.68	968	0.7210	0.5025	0.7210	0.8491
0.4793	9.7	970	0.7217	0.5087	0.7217	0.8495
0.4793	9.72	972	0.7222	0.5076	0.7222	0.8498
0.4793	9.74	974	0.7226	0.5066	0.7226	0.8501
0.4793	9.76	976	0.7231	0.5066	0.7231	0.8503
0.4793	9.78	978	0.7240	0.5066	0.7240	0.8509
0.4793	9.8	980	0.7253	0.5066	0.7253	0.8517
0.4793	9.82	982	0.7254	0.5066	0.7254	0.8517
0.4793	9.84	984	0.7259	0.5066	0.7259	0.8520
0.4793	9.86	986	0.7263	0.5066	0.7263	0.8522
0.4793	9.88	988	0.7269	0.5066	0.7269	0.8526
0.4793	9.9	990	0.7274	0.5066	0.7274	0.8529
0.4793	9.92	992	0.7272	0.5066	0.7272	0.8528
0.4793	9.94	994	0.7269	0.5066	0.7269	0.8526
0.4793	9.96	996	0.7266	0.5066	0.7266	0.8524
0.4793	9.98	998	0.7262	0.5066	0.7262	0.8522
0.0801	10.0	1000	0.7261	0.5066	0.7261	0.8521

Framework versions

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