ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k16_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: 0.6296
• Qwk: 0.7430
• Mse: 0.6296
• Rmse: 0.7935

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	0.0222	2	5.1882	0.0072	5.1882	2.2778
No log	0.0444	4	3.0829	0.0727	3.0829	1.7558
No log	0.0667	6	2.0921	0.0377	2.0921	1.4464
No log	0.0889	8	1.4081	0.1774	1.4081	1.1866
No log	0.1111	10	1.2052	0.3009	1.2052	1.0978
No log	0.1333	12	1.1844	0.2196	1.1844	1.0883
No log	0.1556	14	1.2275	0.2196	1.2275	1.1079
No log	0.1778	16	1.2173	0.2117	1.2173	1.1033
No log	0.2	18	1.2004	0.2015	1.2004	1.0956
No log	0.2222	20	1.1871	0.1748	1.1871	1.0896
No log	0.2444	22	1.4372	0.1387	1.4372	1.1988
No log	0.2667	24	2.0529	0.1302	2.0529	1.4328
No log	0.2889	26	1.9208	0.1609	1.9208	1.3859
No log	0.3111	28	1.6493	0.1867	1.6493	1.2843
No log	0.3333	30	1.5162	0.2005	1.5162	1.2313
No log	0.3556	32	1.3469	0.2324	1.3469	1.1606
No log	0.3778	34	0.9939	0.4326	0.9939	0.9969
No log	0.4	36	0.8968	0.4382	0.8968	0.9470
No log	0.4222	38	0.8537	0.4760	0.8537	0.9240
No log	0.4444	40	1.1512	0.4146	1.1512	1.0729
No log	0.4667	42	1.9974	0.2306	1.9974	1.4133
No log	0.4889	44	2.1099	0.2092	2.1099	1.4526
No log	0.5111	46	1.7964	0.2632	1.7964	1.3403
No log	0.5333	48	1.2638	0.3793	1.2638	1.1242
No log	0.5556	50	0.8300	0.5451	0.8300	0.9110
No log	0.5778	52	0.7942	0.5507	0.7942	0.8912
No log	0.6	54	0.8751	0.4611	0.8751	0.9355
No log	0.6222	56	0.9932	0.4200	0.9932	0.9966
No log	0.6444	58	1.2509	0.3966	1.2509	1.1185
No log	0.6667	60	1.1635	0.4471	1.1635	1.0787
No log	0.6889	62	0.7871	0.5796	0.7871	0.8872
No log	0.7111	64	0.6082	0.6720	0.6082	0.7798
No log	0.7333	66	0.7083	0.6541	0.7083	0.8416
No log	0.7556	68	0.6972	0.6610	0.6972	0.8350
No log	0.7778	70	0.6296	0.7019	0.6296	0.7935
No log	0.8	72	0.6663	0.6942	0.6663	0.8163
No log	0.8222	74	0.7318	0.6996	0.7318	0.8554
No log	0.8444	76	0.6250	0.6774	0.6250	0.7906
No log	0.8667	78	0.5921	0.6757	0.5921	0.7695
No log	0.8889	80	0.5871	0.6869	0.5871	0.7662
No log	0.9111	82	0.5952	0.7067	0.5952	0.7715
No log	0.9333	84	0.6232	0.7044	0.6232	0.7894
No log	0.9556	86	0.8045	0.6550	0.8045	0.8969
No log	0.9778	88	0.7743	0.6686	0.7743	0.8799
No log	1.0	90	0.7098	0.7069	0.7098	0.8425
No log	1.0222	92	0.5997	0.7114	0.5997	0.7744
No log	1.0444	94	0.6460	0.7283	0.6460	0.8037
No log	1.0667	96	0.6457	0.7359	0.6457	0.8035
No log	1.0889	98	0.5971	0.7397	0.5971	0.7727
No log	1.1111	100	0.6146	0.7144	0.6146	0.7840
No log	1.1333	102	0.6377	0.7189	0.6377	0.7986
No log	1.1556	104	0.7268	0.6868	0.7268	0.8525
No log	1.1778	106	0.6820	0.6716	0.6820	0.8258
No log	1.2	108	0.5393	0.7397	0.5393	0.7343
No log	1.2222	110	0.6357	0.7585	0.6357	0.7973
No log	1.2444	112	0.8079	0.6794	0.8079	0.8988
No log	1.2667	114	0.6448	0.7730	0.6448	0.8030
No log	1.2889	116	0.5641	0.7473	0.5641	0.7511
No log	1.3111	118	0.8115	0.6595	0.8115	0.9008
No log	1.3333	120	0.7787	0.6789	0.7787	0.8825
No log	1.3556	122	0.5720	0.7425	0.5720	0.7563
No log	1.3778	124	0.7416	0.7403	0.7416	0.8612
No log	1.4	126	1.0217	0.6629	1.0217	1.0108
No log	1.4222	128	0.8921	0.6997	0.8921	0.9445
No log	1.4444	130	0.6401	0.7775	0.6401	0.8001
No log	1.4667	132	0.6563	0.7186	0.6563	0.8101
No log	1.4889	134	0.7129	0.6792	0.7129	0.8443
No log	1.5111	136	0.6213	0.76	0.6213	0.7883
No log	1.5333	138	0.6227	0.7498	0.6227	0.7891
No log	1.5556	140	0.6595	0.7411	0.6595	0.8121
No log	1.5778	142	0.6847	0.7507	0.6847	0.8274
No log	1.6	144	0.7687	0.7332	0.7687	0.8768
No log	1.6222	146	0.6785	0.7369	0.6785	0.8237
No log	1.6444	148	0.6447	0.7540	0.6447	0.8030
No log	1.6667	150	0.6967	0.7509	0.6967	0.8347
No log	1.6889	152	0.7287	0.7083	0.7287	0.8536
No log	1.7111	154	0.6527	0.7426	0.6527	0.8079
No log	1.7333	156	0.5621	0.7585	0.5621	0.7497
No log	1.7556	158	0.6405	0.7442	0.6405	0.8003
No log	1.7778	160	0.9015	0.6959	0.9015	0.9495
No log	1.8	162	1.1596	0.5917	1.1596	1.0768
No log	1.8222	164	1.0837	0.5868	1.0837	1.0410
No log	1.8444	166	0.7692	0.6866	0.7692	0.8770
No log	1.8667	168	0.6412	0.6947	0.6412	0.8007
No log	1.8889	170	0.6462	0.7025	0.6462	0.8039
No log	1.9111	172	0.5634	0.7668	0.5634	0.7506
No log	1.9333	174	0.5620	0.7307	0.5620	0.7497
No log	1.9556	176	0.7197	0.6853	0.7197	0.8484
No log	1.9778	178	0.7023	0.6988	0.7023	0.8380
No log	2.0	180	0.5785	0.7427	0.5785	0.7606
No log	2.0222	182	0.6342	0.7468	0.6342	0.7964
No log	2.0444	184	0.7177	0.7103	0.7177	0.8472
No log	2.0667	186	0.6369	0.7160	0.6369	0.7981
No log	2.0889	188	0.5405	0.7836	0.5405	0.7352
No log	2.1111	190	0.5350	0.7635	0.5350	0.7314
No log	2.1333	192	0.5603	0.7641	0.5603	0.7485
No log	2.1556	194	0.5561	0.7727	0.5561	0.7457
No log	2.1778	196	0.5526	0.7831	0.5526	0.7433
No log	2.2	198	0.5481	0.7927	0.5481	0.7404
No log	2.2222	200	0.5376	0.7748	0.5376	0.7332
No log	2.2444	202	0.5460	0.7425	0.5460	0.7389
No log	2.2667	204	0.5550	0.7322	0.5550	0.7450
No log	2.2889	206	0.5571	0.7322	0.5571	0.7464
No log	2.3111	208	0.5310	0.7698	0.5310	0.7287
No log	2.3333	210	0.5374	0.7874	0.5374	0.7331
No log	2.3556	212	0.5883	0.7775	0.5883	0.7670
No log	2.3778	214	0.5746	0.7851	0.5746	0.7580
No log	2.4	216	0.5612	0.7800	0.5612	0.7492
No log	2.4222	218	0.5687	0.7793	0.5687	0.7541
No log	2.4444	220	0.5750	0.7803	0.5750	0.7583
No log	2.4667	222	0.5973	0.7722	0.5973	0.7728
No log	2.4889	224	0.5767	0.7711	0.5767	0.7594
No log	2.5111	226	0.5934	0.7656	0.5934	0.7703
No log	2.5333	228	0.5824	0.7731	0.5824	0.7632
No log	2.5556	230	0.5310	0.7621	0.5310	0.7287
No log	2.5778	232	0.4959	0.7371	0.4959	0.7042
No log	2.6	234	0.4978	0.7813	0.4978	0.7055
No log	2.6222	236	0.5207	0.8021	0.5207	0.7216
No log	2.6444	238	0.5760	0.7522	0.5760	0.7589
No log	2.6667	240	0.7168	0.7504	0.7168	0.8466
No log	2.6889	242	0.7360	0.7417	0.7360	0.8579
No log	2.7111	244	0.5984	0.7554	0.5984	0.7736
No log	2.7333	246	0.5705	0.7848	0.5705	0.7553
No log	2.7556	248	0.7612	0.7037	0.7612	0.8725
No log	2.7778	250	0.9290	0.6487	0.9290	0.9638
No log	2.8	252	1.0394	0.6235	1.0394	1.0195
No log	2.8222	254	0.8978	0.6381	0.8978	0.9475
No log	2.8444	256	0.6393	0.7118	0.6393	0.7996
No log	2.8667	258	0.5139	0.7803	0.5139	0.7169
No log	2.8889	260	0.5587	0.7534	0.5587	0.7475
No log	2.9111	262	0.6055	0.7426	0.6055	0.7781
No log	2.9333	264	0.5636	0.7525	0.5636	0.7507
No log	2.9556	266	0.5086	0.7515	0.5086	0.7132
No log	2.9778	268	0.5255	0.7370	0.5255	0.7249
No log	3.0	270	0.5234	0.7414	0.5234	0.7235
No log	3.0222	272	0.5193	0.7809	0.5193	0.7206
No log	3.0444	274	0.5572	0.7806	0.5572	0.7465
No log	3.0667	276	0.5833	0.7557	0.5833	0.7638
No log	3.0889	278	0.5842	0.7658	0.5842	0.7644
No log	3.1111	280	0.5741	0.7599	0.5741	0.7577
No log	3.1333	282	0.6059	0.7621	0.6059	0.7784
No log	3.1556	284	0.6400	0.7195	0.6400	0.8000
No log	3.1778	286	0.7200	0.7158	0.7200	0.8485
No log	3.2	288	0.7298	0.7117	0.7298	0.8543
No log	3.2222	290	0.6650	0.7055	0.6650	0.8155
No log	3.2444	292	0.5641	0.7339	0.5641	0.7511
No log	3.2667	294	0.5029	0.7394	0.5029	0.7092
No log	3.2889	296	0.5010	0.7602	0.5010	0.7078
No log	3.3111	298	0.5297	0.7616	0.5297	0.7278
No log	3.3333	300	0.5654	0.7514	0.5654	0.7520
No log	3.3556	302	0.6084	0.7145	0.6084	0.7800
No log	3.3778	304	0.5714	0.7061	0.5714	0.7559
No log	3.4	306	0.5379	0.7313	0.5379	0.7334
No log	3.4222	308	0.5780	0.6988	0.5780	0.7603
No log	3.4444	310	0.6669	0.7218	0.6669	0.8166
No log	3.4667	312	0.8406	0.6988	0.8406	0.9169
No log	3.4889	314	0.8671	0.6974	0.8671	0.9312
No log	3.5111	316	0.8105	0.7205	0.8105	0.9003
No log	3.5333	318	0.8006	0.6800	0.8006	0.8948
No log	3.5556	320	0.6986	0.6848	0.6986	0.8358
No log	3.5778	322	0.6617	0.6859	0.6617	0.8135
No log	3.6	324	0.6172	0.6990	0.6172	0.7856
No log	3.6222	326	0.5827	0.7212	0.5827	0.7633
No log	3.6444	328	0.5873	0.7246	0.5873	0.7664
No log	3.6667	330	0.6384	0.7544	0.6384	0.7990
No log	3.6889	332	0.6543	0.7592	0.6543	0.8089
No log	3.7111	334	0.6279	0.7635	0.6279	0.7924
No log	3.7333	336	0.5797	0.7569	0.5797	0.7614
No log	3.7556	338	0.5414	0.7609	0.5414	0.7358
No log	3.7778	340	0.5275	0.7691	0.5275	0.7263
No log	3.8	342	0.5358	0.7744	0.5358	0.7320
No log	3.8222	344	0.5307	0.7662	0.5307	0.7285
No log	3.8444	346	0.5433	0.7569	0.5433	0.7371
No log	3.8667	348	0.5884	0.7427	0.5884	0.7671
No log	3.8889	350	0.6220	0.7440	0.6220	0.7887
No log	3.9111	352	0.6250	0.7588	0.6250	0.7906
No log	3.9333	354	0.5731	0.7686	0.5731	0.7570
No log	3.9556	356	0.5587	0.7779	0.5587	0.7474
No log	3.9778	358	0.5517	0.7727	0.5517	0.7427
No log	4.0	360	0.5424	0.7659	0.5424	0.7365
No log	4.0222	362	0.5452	0.7568	0.5452	0.7383
No log	4.0444	364	0.5342	0.7746	0.5342	0.7309
No log	4.0667	366	0.5023	0.7834	0.5023	0.7088
No log	4.0889	368	0.4984	0.7808	0.4984	0.7060
No log	4.1111	370	0.4956	0.7824	0.4956	0.7040
No log	4.1333	372	0.4935	0.7969	0.4935	0.7025
No log	4.1556	374	0.4991	0.7999	0.4991	0.7065
No log	4.1778	376	0.5147	0.7809	0.5147	0.7174
No log	4.2	378	0.5162	0.7792	0.5162	0.7185
No log	4.2222	380	0.4965	0.7815	0.4965	0.7046
No log	4.2444	382	0.5223	0.7654	0.5223	0.7227
No log	4.2667	384	0.6079	0.7562	0.6079	0.7797
No log	4.2889	386	0.7525	0.7116	0.7525	0.8675
No log	4.3111	388	0.8593	0.7165	0.8593	0.9270
No log	4.3333	390	0.8017	0.7221	0.8017	0.8954
No log	4.3556	392	0.6456	0.7157	0.6456	0.8035
No log	4.3778	394	0.5200	0.7342	0.5200	0.7211
No log	4.4	396	0.5019	0.7774	0.5019	0.7085
No log	4.4222	398	0.5075	0.8023	0.5075	0.7124
No log	4.4444	400	0.5309	0.7881	0.5309	0.7286
No log	4.4667	402	0.5519	0.7668	0.5519	0.7429
No log	4.4889	404	0.5400	0.7939	0.5400	0.7349
No log	4.5111	406	0.5326	0.8035	0.5326	0.7298
No log	4.5333	408	0.5278	0.8159	0.5278	0.7265
No log	4.5556	410	0.5255	0.8056	0.5255	0.7249
No log	4.5778	412	0.5139	0.8138	0.5139	0.7169
No log	4.6	414	0.5051	0.8261	0.5051	0.7107
No log	4.6222	416	0.5113	0.7919	0.5113	0.7151
No log	4.6444	418	0.5055	0.8005	0.5055	0.7110
No log	4.6667	420	0.4989	0.8019	0.4989	0.7063
No log	4.6889	422	0.5035	0.8028	0.5035	0.7095
No log	4.7111	424	0.5062	0.7870	0.5062	0.7115
No log	4.7333	426	0.5099	0.7936	0.5099	0.7141
No log	4.7556	428	0.5090	0.8054	0.5090	0.7134
No log	4.7778	430	0.5108	0.7883	0.5108	0.7147
No log	4.8	432	0.5114	0.7883	0.5114	0.7151
No log	4.8222	434	0.5140	0.7900	0.5140	0.7170
No log	4.8444	436	0.5191	0.7715	0.5191	0.7205
No log	4.8667	438	0.5213	0.7592	0.5213	0.7220
No log	4.8889	440	0.5235	0.7571	0.5235	0.7235
No log	4.9111	442	0.5331	0.78	0.5331	0.7302
No log	4.9333	444	0.5294	0.7625	0.5294	0.7276
No log	4.9556	446	0.5364	0.7824	0.5364	0.7324
No log	4.9778	448	0.5812	0.7709	0.5812	0.7623
No log	5.0	450	0.6165	0.7781	0.6165	0.7852
No log	5.0222	452	0.5867	0.7821	0.5867	0.7659
No log	5.0444	454	0.5279	0.7674	0.5279	0.7266
No log	5.0667	456	0.5076	0.7858	0.5076	0.7125
No log	5.0889	458	0.5042	0.7794	0.5042	0.7101
No log	5.1111	460	0.5098	0.7849	0.5098	0.7140
No log	5.1333	462	0.5205	0.7862	0.5205	0.7215
No log	5.1556	464	0.5253	0.7862	0.5253	0.7247
No log	5.1778	466	0.5244	0.7890	0.5244	0.7241
No log	5.2	468	0.5219	0.7754	0.5219	0.7225
No log	5.2222	470	0.5254	0.7760	0.5254	0.7248
No log	5.2444	472	0.5314	0.7847	0.5314	0.7290
No log	5.2667	474	0.5332	0.7803	0.5332	0.7302
No log	5.2889	476	0.5335	0.7820	0.5335	0.7304
No log	5.3111	478	0.5442	0.7675	0.5442	0.7377
No log	5.3333	480	0.5512	0.7698	0.5512	0.7425
No log	5.3556	482	0.5527	0.7764	0.5527	0.7434
No log	5.3778	484	0.5559	0.7764	0.5559	0.7456
No log	5.4	486	0.5619	0.7768	0.5619	0.7496
No log	5.4222	488	0.5682	0.7808	0.5682	0.7538
No log	5.4444	490	0.5718	0.7813	0.5718	0.7562
No log	5.4667	492	0.5657	0.7768	0.5657	0.7521
No log	5.4889	494	0.5588	0.7808	0.5588	0.7475
No log	5.5111	496	0.5510	0.7634	0.5510	0.7423
No log	5.5333	498	0.5468	0.7690	0.5468	0.7394
0.4791	5.5556	500	0.5520	0.7597	0.5520	0.7430
0.4791	5.5778	502	0.5490	0.7491	0.5490	0.7409
0.4791	5.6	504	0.5399	0.7623	0.5399	0.7348
0.4791	5.6222	506	0.5363	0.7806	0.5363	0.7323
0.4791	5.6444	508	0.5394	0.7876	0.5394	0.7344
0.4791	5.6667	510	0.5388	0.7829	0.5388	0.7340
0.4791	5.6889	512	0.5385	0.7871	0.5385	0.7339
0.4791	5.7111	514	0.5379	0.7723	0.5379	0.7334
0.4791	5.7333	516	0.5311	0.7792	0.5311	0.7288
0.4791	5.7556	518	0.5540	0.7602	0.5540	0.7443
0.4791	5.7778	520	0.5666	0.7611	0.5666	0.7527
0.4791	5.8	522	0.5849	0.7504	0.5849	0.7648
0.4791	5.8222	524	0.5777	0.7550	0.5777	0.7601
0.4791	5.8444	526	0.5585	0.7640	0.5585	0.7474
0.4791	5.8667	528	0.5439	0.7746	0.5439	0.7375
0.4791	5.8889	530	0.5474	0.7800	0.5474	0.7399
0.4791	5.9111	532	0.5448	0.7763	0.5448	0.7381
0.4791	5.9333	534	0.5474	0.7783	0.5474	0.7398
0.4791	5.9556	536	0.5304	0.7830	0.5304	0.7283
0.4791	5.9778	538	0.5222	0.7779	0.5222	0.7227
0.4791	6.0	540	0.5294	0.7852	0.5294	0.7276
0.4791	6.0222	542	0.5651	0.7593	0.5651	0.7517
0.4791	6.0444	544	0.5743	0.7740	0.5743	0.7578
0.4791	6.0667	546	0.5576	0.7783	0.5576	0.7467
0.4791	6.0889	548	0.5376	0.7756	0.5376	0.7332
0.4791	6.1111	550	0.5232	0.7622	0.5232	0.7233
0.4791	6.1333	552	0.5313	0.7579	0.5313	0.7289
0.4791	6.1556	554	0.5363	0.7514	0.5363	0.7323
0.4791	6.1778	556	0.5654	0.7582	0.5654	0.7519
0.4791	6.2	558	0.6053	0.7578	0.6053	0.7780
0.4791	6.2222	560	0.6259	0.7391	0.6259	0.7912
0.4791	6.2444	562	0.6051	0.7544	0.6051	0.7779
0.4791	6.2667	564	0.5629	0.7491	0.5629	0.7503
0.4791	6.2889	566	0.5398	0.7585	0.5398	0.7347
0.4791	6.3111	568	0.5371	0.7535	0.5371	0.7328
0.4791	6.3333	570	0.5355	0.7535	0.5355	0.7318
0.4791	6.3556	572	0.5350	0.7564	0.5350	0.7314
0.4791	6.3778	574	0.5349	0.7592	0.5349	0.7314
0.4791	6.4	576	0.5317	0.7510	0.5317	0.7292
0.4791	6.4222	578	0.5272	0.7582	0.5272	0.7261
0.4791	6.4444	580	0.5230	0.7542	0.5230	0.7232
0.4791	6.4667	582	0.5172	0.7498	0.5172	0.7192
0.4791	6.4889	584	0.5151	0.7526	0.5151	0.7177
0.4791	6.5111	586	0.5224	0.7616	0.5224	0.7227
0.4791	6.5333	588	0.5453	0.7473	0.5453	0.7384
0.4791	6.5556	590	0.5646	0.7201	0.5646	0.7514
0.4791	6.5778	592	0.5698	0.7201	0.5698	0.7548
0.4791	6.6	594	0.5586	0.7136	0.5586	0.7474
0.4791	6.6222	596	0.5545	0.7136	0.5545	0.7447
0.4791	6.6444	598	0.5677	0.7089	0.5677	0.7534
0.4791	6.6667	600	0.6028	0.7259	0.6028	0.7764
0.4791	6.6889	602	0.6376	0.7029	0.6376	0.7985
0.4791	6.7111	604	0.6320	0.7050	0.6320	0.7950
0.4791	6.7333	606	0.6309	0.7045	0.6309	0.7943
0.4791	6.7556	608	0.5997	0.7195	0.5997	0.7744
0.4791	6.7778	610	0.5738	0.7089	0.5738	0.7575
0.4791	6.8	612	0.5596	0.7183	0.5596	0.7481
0.4791	6.8222	614	0.5597	0.7183	0.5597	0.7481
0.4791	6.8444	616	0.5636	0.7272	0.5636	0.7507
0.4791	6.8667	618	0.5594	0.7272	0.5594	0.7479
0.4791	6.8889	620	0.5672	0.7375	0.5672	0.7531
0.4791	6.9111	622	0.5597	0.7289	0.5597	0.7481
0.4791	6.9333	624	0.5819	0.7436	0.5819	0.7628
0.4791	6.9556	626	0.6023	0.7405	0.6023	0.7761
0.4791	6.9778	628	0.5885	0.7307	0.5885	0.7671
0.4791	7.0	630	0.5653	0.7201	0.5653	0.7519
0.4791	7.0222	632	0.5512	0.7183	0.5512	0.7425
0.4791	7.0444	634	0.5575	0.7201	0.5575	0.7467
0.4791	7.0667	636	0.5492	0.7388	0.5492	0.7411
0.4791	7.0889	638	0.5565	0.7519	0.5565	0.7460
0.4791	7.1111	640	0.5644	0.7519	0.5644	0.7513
0.4791	7.1333	642	0.5653	0.7798	0.5653	0.7518
0.4791	7.1556	644	0.5562	0.7675	0.5562	0.7458
0.4791	7.1778	646	0.5476	0.7542	0.5476	0.7400
0.4791	7.2	648	0.5491	0.7550	0.5491	0.7410
0.4791	7.2222	650	0.5577	0.7600	0.5577	0.7468
0.4791	7.2444	652	0.5670	0.7632	0.5670	0.7530
0.4791	7.2667	654	0.5797	0.7654	0.5797	0.7614
0.4791	7.2889	656	0.5773	0.7654	0.5773	0.7598
0.4791	7.3111	658	0.5635	0.7426	0.5635	0.7507
0.4791	7.3333	660	0.5483	0.7419	0.5483	0.7405
0.4791	7.3556	662	0.5433	0.7467	0.5433	0.7371
0.4791	7.3778	664	0.5477	0.7462	0.5477	0.7400
0.4791	7.4	666	0.5555	0.7473	0.5555	0.7453
0.4791	7.4222	668	0.5654	0.7482	0.5654	0.7519
0.4791	7.4444	670	0.5710	0.7370	0.5710	0.7557
0.4791	7.4667	672	0.5755	0.7410	0.5755	0.7586
0.4791	7.4889	674	0.5694	0.7410	0.5694	0.7546
0.4791	7.5111	676	0.5676	0.7410	0.5676	0.7534
0.4791	7.5333	678	0.5654	0.7620	0.5654	0.7520
0.4791	7.5556	680	0.5704	0.7555	0.5704	0.7553
0.4791	7.5778	682	0.5764	0.7507	0.5764	0.7592
0.4791	7.6	684	0.5875	0.7476	0.5875	0.7665
0.4791	7.6222	686	0.5892	0.7476	0.5892	0.7676
0.4791	7.6444	688	0.5961	0.7453	0.5961	0.7721
0.4791	7.6667	690	0.6122	0.7511	0.6122	0.7824
0.4791	7.6889	692	0.6267	0.7447	0.6267	0.7917
0.4791	7.7111	694	0.6364	0.7258	0.6364	0.7977
0.4791	7.7333	696	0.6437	0.7317	0.6437	0.8023
0.4791	7.7556	698	0.6425	0.7258	0.6425	0.8016
0.4791	7.7778	700	0.6256	0.7301	0.6256	0.7910
0.4791	7.8	702	0.6035	0.7301	0.6035	0.7768
0.4791	7.8222	704	0.5825	0.7307	0.5825	0.7632
0.4791	7.8444	706	0.5835	0.7373	0.5835	0.7638
0.4791	7.8667	708	0.5990	0.7573	0.5990	0.7739
0.4791	7.8889	710	0.6265	0.7344	0.6265	0.7915
0.4791	7.9111	712	0.6423	0.7163	0.6423	0.8015
0.4791	7.9333	714	0.6415	0.7200	0.6415	0.8009
0.4791	7.9556	716	0.6250	0.7264	0.6250	0.7906
0.4791	7.9778	718	0.5973	0.7395	0.5973	0.7728
0.4791	8.0	720	0.5750	0.7424	0.5750	0.7583
0.4791	8.0222	722	0.5503	0.7506	0.5503	0.7419
0.4791	8.0444	724	0.5347	0.7437	0.5347	0.7312
0.4791	8.0667	726	0.5297	0.7426	0.5297	0.7278
0.4791	8.0889	728	0.5316	0.7470	0.5316	0.7291
0.4791	8.1111	730	0.5349	0.7470	0.5349	0.7314
0.4791	8.1333	732	0.5391	0.7528	0.5391	0.7342
0.4791	8.1556	734	0.5475	0.7528	0.5475	0.7400
0.4791	8.1778	736	0.5575	0.7502	0.5575	0.7467
0.4791	8.2	738	0.5679	0.7533	0.5679	0.7536
0.4791	8.2222	740	0.5695	0.7533	0.5695	0.7546
0.4791	8.2444	742	0.5622	0.7510	0.5622	0.7498
0.4791	8.2667	744	0.5554	0.7570	0.5554	0.7452
0.4791	8.2889	746	0.5535	0.7557	0.5535	0.7440
0.4791	8.3111	748	0.5523	0.7557	0.5523	0.7431
0.4791	8.3333	750	0.5561	0.7570	0.5561	0.7458
0.4791	8.3556	752	0.5599	0.7529	0.5599	0.7483
0.4791	8.3778	754	0.5585	0.7546	0.5585	0.7473
0.4791	8.4	756	0.5595	0.7546	0.5595	0.7480
0.4791	8.4222	758	0.5606	0.7560	0.5606	0.7488
0.4791	8.4444	760	0.5627	0.7555	0.5627	0.7502
0.4791	8.4667	762	0.5710	0.7545	0.5710	0.7556
0.4791	8.4889	764	0.5814	0.7441	0.5814	0.7625
0.4791	8.5111	766	0.5847	0.7441	0.5847	0.7647
0.4791	8.5333	768	0.5809	0.7562	0.5809	0.7622
0.4791	8.5556	770	0.5698	0.7562	0.5698	0.7549
0.4791	8.5778	772	0.5617	0.7480	0.5617	0.7495
0.4791	8.6	774	0.5569	0.7497	0.5569	0.7463
0.4791	8.6222	776	0.5550	0.7551	0.5550	0.7450
0.4791	8.6444	778	0.5502	0.7473	0.5502	0.7418
0.4791	8.6667	780	0.5505	0.7511	0.5505	0.7420
0.4791	8.6889	782	0.5556	0.7386	0.5556	0.7454
0.4791	8.7111	784	0.5619	0.7369	0.5619	0.7496
0.4791	8.7333	786	0.5718	0.7443	0.5718	0.7561
0.4791	8.7556	788	0.5772	0.7410	0.5772	0.7597
0.4791	8.7778	790	0.5786	0.7605	0.5786	0.7607
0.4791	8.8	792	0.5788	0.7587	0.5788	0.7608
0.4791	8.8222	794	0.5806	0.7587	0.5806	0.7620
0.4791	8.8444	796	0.5870	0.7587	0.5870	0.7662
0.4791	8.8667	798	0.5901	0.7587	0.5901	0.7682
0.4791	8.8889	800	0.5948	0.7519	0.5948	0.7712
0.4791	8.9111	802	0.6041	0.7490	0.6041	0.7773
0.4791	8.9333	804	0.6098	0.7621	0.6098	0.7809
0.4791	8.9556	806	0.6092	0.7621	0.6092	0.7805
0.4791	8.9778	808	0.6036	0.7589	0.6036	0.7769
0.4791	9.0	810	0.5972	0.7475	0.5972	0.7728
0.4791	9.0222	812	0.5875	0.7475	0.5875	0.7665
0.4791	9.0444	814	0.5824	0.7417	0.5824	0.7631
0.4791	9.0667	816	0.5800	0.7434	0.5800	0.7616
0.4791	9.0889	818	0.5840	0.7492	0.5840	0.7642
0.4791	9.1111	820	0.5880	0.7484	0.5880	0.7668
0.4791	9.1333	822	0.5940	0.7562	0.5940	0.7707
0.4791	9.1556	824	0.5990	0.7562	0.5990	0.7740
0.4791	9.1778	826	0.6051	0.7415	0.6051	0.7779
0.4791	9.2	828	0.6092	0.7415	0.6092	0.7805
0.4791	9.2222	830	0.6130	0.7473	0.6130	0.7830
0.4791	9.2444	832	0.6192	0.7473	0.6192	0.7869
0.4791	9.2667	834	0.6222	0.7473	0.6222	0.7888
0.4791	9.2889	836	0.6215	0.7473	0.6215	0.7884
0.4791	9.3111	838	0.6172	0.7473	0.6172	0.7857
0.4791	9.3333	840	0.6180	0.7473	0.6180	0.7861
0.4791	9.3556	842	0.6255	0.7366	0.6255	0.7909
0.4791	9.3778	844	0.6303	0.7183	0.6303	0.7939
0.4791	9.4	846	0.6323	0.7221	0.6323	0.7952
0.4791	9.4222	848	0.6324	0.7183	0.6324	0.7952
0.4791	9.4444	850	0.6323	0.7183	0.6323	0.7952
0.4791	9.4667	852	0.6317	0.7183	0.6317	0.7948
0.4791	9.4889	854	0.6340	0.7183	0.6340	0.7962
0.4791	9.5111	856	0.6341	0.7163	0.6341	0.7963
0.4791	9.5333	858	0.6313	0.7183	0.6313	0.7945
0.4791	9.5556	860	0.6266	0.7183	0.6266	0.7916
0.4791	9.5778	862	0.6257	0.7430	0.6257	0.7910
0.4791	9.6	864	0.6274	0.7430	0.6274	0.7921
0.4791	9.6222	866	0.6288	0.7430	0.6288	0.7930
0.4791	9.6444	868	0.6294	0.7408	0.6294	0.7934
0.4791	9.6667	870	0.6292	0.7430	0.6292	0.7932
0.4791	9.6889	872	0.6280	0.7473	0.6280	0.7925
0.4791	9.7111	874	0.6275	0.7473	0.6275	0.7922
0.4791	9.7333	876	0.6251	0.7473	0.6251	0.7906
0.4791	9.7556	878	0.6246	0.7473	0.6246	0.7903
0.4791	9.7778	880	0.6235	0.7473	0.6235	0.7896
0.4791	9.8	882	0.6230	0.7473	0.6230	0.7893
0.4791	9.8222	884	0.6236	0.7473	0.6236	0.7897
0.4791	9.8444	886	0.6246	0.7473	0.6246	0.7903
0.4791	9.8667	888	0.6265	0.7430	0.6265	0.7915
0.4791	9.8889	890	0.6289	0.7249	0.6289	0.7930
0.4791	9.9111	892	0.6300	0.7249	0.6300	0.7937
0.4791	9.9333	894	0.6301	0.7249	0.6301	0.7938
0.4791	9.9556	896	0.6299	0.7249	0.6299	0.7937
0.4791	9.9778	898	0.6296	0.7430	0.6296	0.7935
0.4791	10.0	900	0.6296	0.7430	0.6296	0.7935

Framework versions

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