ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_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: 0.6549
• Qwk: 0.2807
• Mse: 0.6549
• Rmse: 0.8092

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	0.0476	2	2.5054	-0.0262	2.5054	1.5828
No log	0.0952	4	1.2308	0.1246	1.2308	1.1094
No log	0.1429	6	0.9636	-0.1062	0.9636	0.9817
No log	0.1905	8	1.0403	-0.0408	1.0403	1.0200
No log	0.2381	10	0.8668	0.0	0.8668	0.9310
No log	0.2857	12	0.8299	0.0	0.8299	0.9110
No log	0.3333	14	0.8982	0.0	0.8982	0.9478
No log	0.3810	16	0.8567	-0.0426	0.8567	0.9256
No log	0.4286	18	0.7435	0.0	0.7435	0.8623
No log	0.4762	20	0.8107	0.0798	0.8107	0.9004
No log	0.5238	22	0.9564	-0.0444	0.9564	0.9780
No log	0.5714	24	1.2190	-0.1983	1.2190	1.1041
No log	0.6190	26	1.0807	0.0185	1.0807	1.0396
No log	0.6667	28	0.8751	0.0053	0.8751	0.9355
No log	0.7143	30	0.8226	0.0481	0.8226	0.9070
No log	0.7619	32	0.8730	0.1770	0.8730	0.9343
No log	0.8095	34	0.9102	0.2435	0.9102	0.9540
No log	0.8571	36	0.9443	0.2008	0.9443	0.9717
No log	0.9048	38	0.8800	0.2066	0.8801	0.9381
No log	0.9524	40	0.7121	0.0495	0.7121	0.8439
No log	1.0	42	0.6591	0.0393	0.6591	0.8118
No log	1.0476	44	0.6764	0.0495	0.6764	0.8224
No log	1.0952	46	0.6723	0.0893	0.6723	0.8199
No log	1.1429	48	0.7218	0.2118	0.7218	0.8496
No log	1.1905	50	0.9872	0.1896	0.9872	0.9936
No log	1.2381	52	1.3580	0.0319	1.3580	1.1653
No log	1.2857	54	1.4695	0.0338	1.4695	1.2122
No log	1.3333	56	1.5113	0.0338	1.5113	1.2294
No log	1.3810	58	1.4487	-0.0329	1.4487	1.2036
No log	1.4286	60	1.1436	0.0126	1.1436	1.0694
No log	1.4762	62	0.9801	0.0949	0.9801	0.9900
No log	1.5238	64	0.8875	0.0481	0.8875	0.9421
No log	1.5714	66	0.9250	0.0937	0.9250	0.9617
No log	1.6190	68	0.9094	0.1136	0.9094	0.9536
No log	1.6667	70	0.8869	0.2476	0.8869	0.9418
No log	1.7143	72	0.9098	0.2041	0.9098	0.9538
No log	1.7619	74	1.0180	0.0609	1.0180	1.0090
No log	1.8095	76	1.0323	0.0342	1.0323	1.0160
No log	1.8571	78	0.9856	0.0615	0.9856	0.9928
No log	1.9048	80	0.8768	0.2283	0.8768	0.9364
No log	1.9524	82	0.8098	0.3348	0.8098	0.8999
No log	2.0	84	0.8148	0.3664	0.8148	0.9027
No log	2.0476	86	0.9264	0.2233	0.9264	0.9625
No log	2.0952	88	1.1726	0.1248	1.1726	1.0829
No log	2.1429	90	1.2155	0.1243	1.2155	1.1025
No log	2.1905	92	1.0328	0.1819	1.0328	1.0163
No log	2.2381	94	0.7820	0.2012	0.7820	0.8843
No log	2.2857	96	0.7466	0.2913	0.7466	0.8640
No log	2.3333	98	0.7617	0.3060	0.7617	0.8728
No log	2.3810	100	0.6897	0.3866	0.6897	0.8305
No log	2.4286	102	0.6596	0.2353	0.6596	0.8122
No log	2.4762	104	0.6998	0.3101	0.6998	0.8366
No log	2.5238	106	0.6732	0.3360	0.6732	0.8205
No log	2.5714	108	0.6864	0.3907	0.6864	0.8285
No log	2.6190	110	0.7713	0.3401	0.7713	0.8782
No log	2.6667	112	1.0233	0.2823	1.0233	1.0116
No log	2.7143	114	1.1628	0.1959	1.1628	1.0783
No log	2.7619	116	1.0135	0.3089	1.0135	1.0067
No log	2.8095	118	0.7742	0.3243	0.7742	0.8799
No log	2.8571	120	0.6786	0.3377	0.6786	0.8237
No log	2.9048	122	0.6862	0.3649	0.6862	0.8284
No log	2.9524	124	0.7222	0.2661	0.7222	0.8498
No log	3.0	126	0.7092	0.3580	0.7092	0.8422
No log	3.0476	128	0.7707	0.1873	0.7707	0.8779
No log	3.0952	130	0.9048	0.0977	0.9048	0.9512
No log	3.1429	132	0.8406	0.2254	0.8406	0.9169
No log	3.1905	134	0.7005	0.2249	0.7005	0.8370
No log	3.2381	136	0.6815	0.3213	0.6815	0.8255
No log	3.2857	138	0.6865	0.3318	0.6865	0.8285
No log	3.3333	140	0.7239	0.2236	0.7239	0.8508
No log	3.3810	142	0.7764	0.2203	0.7764	0.8811
No log	3.4286	144	0.7634	0.1959	0.7634	0.8737
No log	3.4762	146	0.7135	0.2249	0.7135	0.8447
No log	3.5238	148	0.7399	0.4182	0.7399	0.8602
No log	3.5714	150	0.8696	0.3256	0.8696	0.9325
No log	3.6190	152	0.9085	0.3134	0.9085	0.9532
No log	3.6667	154	0.7766	0.3475	0.7766	0.8812
No log	3.7143	156	0.7119	0.3318	0.7119	0.8437
No log	3.7619	158	0.7095	0.2979	0.7095	0.8423
No log	3.8095	160	0.6678	0.3661	0.6678	0.8172
No log	3.8571	162	0.6443	0.4173	0.6443	0.8027
No log	3.9048	164	0.6260	0.3552	0.6260	0.7912
No log	3.9524	166	0.6345	0.3509	0.6345	0.7966
No log	4.0	168	0.7197	0.3976	0.7197	0.8484
No log	4.0476	170	0.7780	0.3140	0.7780	0.8821
No log	4.0952	172	0.6928	0.3659	0.6928	0.8323
No log	4.1429	174	0.6268	0.3703	0.6268	0.7917
No log	4.1905	176	0.6516	0.4795	0.6516	0.8072
No log	4.2381	178	0.6317	0.4136	0.6317	0.7948
No log	4.2857	180	0.6525	0.3146	0.6525	0.8078
No log	4.3333	182	0.6898	0.3060	0.6898	0.8305
No log	4.3810	184	0.7515	0.3113	0.7515	0.8669
No log	4.4286	186	0.7330	0.3163	0.7330	0.8561
No log	4.4762	188	0.7190	0.3667	0.7190	0.8480
No log	4.5238	190	0.8072	0.3365	0.8072	0.8984
No log	4.5714	192	0.8584	0.3074	0.8584	0.9265
No log	4.6190	194	0.7479	0.2975	0.7479	0.8648
No log	4.6667	196	0.6778	0.2947	0.6778	0.8233
No log	4.7143	198	0.7134	0.2963	0.7134	0.8446
No log	4.7619	200	0.7168	0.2963	0.7168	0.8466
No log	4.8095	202	0.7063	0.3462	0.7063	0.8404
No log	4.8571	204	0.7368	0.2204	0.7368	0.8584
No log	4.9048	206	0.7813	0.2521	0.7813	0.8839
No log	4.9524	208	0.7327	0.2261	0.7327	0.8560
No log	5.0	210	0.7220	0.2261	0.7220	0.8497
No log	5.0476	212	0.7044	0.3599	0.7044	0.8393
No log	5.0952	214	0.6983	0.2830	0.6983	0.8356
No log	5.1429	216	0.7205	0.3360	0.7205	0.8488
No log	5.1905	218	0.7226	0.3671	0.7226	0.8501
No log	5.2381	220	0.7111	0.3671	0.7111	0.8433
No log	5.2857	222	0.7009	0.3265	0.7009	0.8372
No log	5.3333	224	0.7289	0.3335	0.7289	0.8538
No log	5.3810	226	0.7216	0.3252	0.7216	0.8495
No log	5.4286	228	0.7273	0.3417	0.7273	0.8528
No log	5.4762	230	0.7264	0.3556	0.7264	0.8523
No log	5.5238	232	0.7176	0.2895	0.7176	0.8471
No log	5.5714	234	0.7081	0.3581	0.7081	0.8415
No log	5.6190	236	0.7149	0.3189	0.7149	0.8455
No log	5.6667	238	0.6922	0.3786	0.6922	0.8320
No log	5.7143	240	0.6887	0.3089	0.6887	0.8299
No log	5.7619	242	0.7261	0.3614	0.7261	0.8521
No log	5.8095	244	0.7623	0.3264	0.7623	0.8731
No log	5.8571	246	0.7062	0.3590	0.7062	0.8403
No log	5.9048	248	0.6672	0.4244	0.6672	0.8168
No log	5.9524	250	0.6650	0.4037	0.6650	0.8155
No log	6.0	252	0.7027	0.4261	0.7027	0.8383
No log	6.0476	254	0.6935	0.4261	0.6935	0.8328
No log	6.0952	256	0.6249	0.4555	0.6249	0.7905
No log	6.1429	258	0.6918	0.4684	0.6918	0.8318
No log	6.1905	260	0.7521	0.4295	0.7521	0.8672
No log	6.2381	262	0.6923	0.5086	0.6923	0.8320
No log	6.2857	264	0.6550	0.3791	0.6550	0.8093
No log	6.3333	266	0.6767	0.4010	0.6767	0.8226
No log	6.3810	268	0.6695	0.3536	0.6695	0.8183
No log	6.4286	270	0.6706	0.3906	0.6706	0.8189
No log	6.4762	272	0.7031	0.4081	0.7031	0.8385
No log	6.5238	274	0.6771	0.4212	0.6771	0.8229
No log	6.5714	276	0.6250	0.4301	0.6250	0.7906
No log	6.6190	278	0.6171	0.3460	0.6171	0.7856
No log	6.6667	280	0.6342	0.4022	0.6342	0.7964
No log	6.7143	282	0.6645	0.4918	0.6645	0.8152
No log	6.7619	284	0.6800	0.4858	0.6800	0.8246
No log	6.8095	286	0.6665	0.4918	0.6665	0.8164
No log	6.8571	288	0.6445	0.4128	0.6445	0.8028
No log	6.9048	290	0.6303	0.3714	0.6303	0.7939
No log	6.9524	292	0.6270	0.3964	0.6270	0.7919
No log	7.0	294	0.6622	0.3566	0.6622	0.8137
No log	7.0476	296	0.6899	0.2737	0.6899	0.8306
No log	7.0952	298	0.7419	0.2706	0.7419	0.8614
No log	7.1429	300	0.7700	0.2984	0.7700	0.8775
No log	7.1905	302	0.6811	0.3291	0.6811	0.8253
No log	7.2381	304	0.6686	0.3279	0.6686	0.8177
No log	7.2857	306	0.6736	0.3628	0.6736	0.8208
No log	7.3333	308	0.7145	0.2030	0.7145	0.8453
No log	7.3810	310	0.7428	0.2911	0.7428	0.8618
No log	7.4286	312	0.7600	0.3457	0.7600	0.8718
No log	7.4762	314	0.7536	0.2960	0.7536	0.8681
No log	7.5238	316	0.7748	0.3166	0.7748	0.8802
No log	7.5714	318	0.7618	0.3455	0.7618	0.8728
No log	7.6190	320	0.7571	0.3541	0.7571	0.8701
No log	7.6667	322	0.7098	0.3259	0.7098	0.8425
No log	7.7143	324	0.6792	0.3645	0.6792	0.8242
No log	7.7619	326	0.6618	0.4338	0.6618	0.8135
No log	7.8095	328	0.6464	0.4569	0.6464	0.8040
No log	7.8571	330	0.6521	0.5577	0.6521	0.8075
No log	7.9048	332	0.6448	0.5362	0.6448	0.8030
No log	7.9524	334	0.6582	0.3739	0.6582	0.8113
No log	8.0	336	0.6950	0.3566	0.6950	0.8337
No log	8.0476	338	0.7163	0.3505	0.7163	0.8464
No log	8.0952	340	0.6630	0.3856	0.6630	0.8142
No log	8.1429	342	0.6417	0.4475	0.6417	0.8010
No log	8.1905	344	0.6526	0.4013	0.6526	0.8078
No log	8.2381	346	0.6729	0.3769	0.6729	0.8203
No log	8.2857	348	0.7203	0.4472	0.7203	0.8487
No log	8.3333	350	0.7251	0.4472	0.7251	0.8516
No log	8.3810	352	0.7338	0.3858	0.7338	0.8566
No log	8.4286	354	0.7459	0.3358	0.7459	0.8636
No log	8.4762	356	0.7619	0.3785	0.7619	0.8728
No log	8.5238	358	0.6928	0.3297	0.6928	0.8324
No log	8.5714	360	0.7117	0.4536	0.7117	0.8436
No log	8.6190	362	0.7622	0.3739	0.7622	0.8730
No log	8.6667	364	0.7220	0.2469	0.7220	0.8497
No log	8.7143	366	0.6957	0.2469	0.6957	0.8341
No log	8.7619	368	0.6579	0.2710	0.6579	0.8111
No log	8.8095	370	0.6247	0.4091	0.6247	0.7904
No log	8.8571	372	0.6599	0.4764	0.6599	0.8123
No log	8.9048	374	0.6525	0.4764	0.6525	0.8077
No log	8.9524	376	0.6038	0.4179	0.6038	0.7770
No log	9.0	378	0.7065	0.4079	0.7065	0.8405
No log	9.0476	380	0.8053	0.3263	0.8053	0.8974
No log	9.0952	382	0.7218	0.3851	0.7218	0.8496
No log	9.1429	384	0.6336	0.3671	0.6336	0.7960
No log	9.1905	386	0.6279	0.3950	0.6279	0.7924
No log	9.2381	388	0.6397	0.4278	0.6397	0.7998
No log	9.2857	390	0.6425	0.5003	0.6425	0.8016
No log	9.3333	392	0.6378	0.3213	0.6378	0.7986
No log	9.3810	394	0.6360	0.4136	0.6360	0.7975
No log	9.4286	396	0.6380	0.3170	0.6380	0.7987
No log	9.4762	398	0.6467	0.3603	0.6467	0.8042
No log	9.5238	400	0.6805	0.3990	0.6805	0.8249
No log	9.5714	402	0.7376	0.4702	0.7376	0.8589
No log	9.6190	404	0.7511	0.4284	0.7511	0.8666
No log	9.6667	406	0.7165	0.4428	0.7165	0.8465
No log	9.7143	408	0.6833	0.3669	0.6833	0.8266
No log	9.7619	410	0.6855	0.3335	0.6855	0.8280
No log	9.8095	412	0.6840	0.3715	0.6840	0.8271
No log	9.8571	414	0.7053	0.4147	0.7053	0.8398
No log	9.9048	416	0.7062	0.4248	0.7062	0.8404
No log	9.9524	418	0.7150	0.4795	0.7150	0.8456
No log	10.0	420	0.6803	0.4547	0.6803	0.8248
No log	10.0476	422	0.6420	0.3385	0.6420	0.8012
No log	10.0952	424	0.6621	0.2944	0.6621	0.8137
No log	10.1429	426	0.6494	0.2978	0.6494	0.8058
No log	10.1905	428	0.6395	0.3320	0.6395	0.7997
No log	10.2381	430	0.6388	0.3808	0.6388	0.7992
No log	10.2857	432	0.6503	0.3239	0.6503	0.8064
No log	10.3333	434	0.6576	0.3239	0.6576	0.8109
No log	10.3810	436	0.6633	0.3978	0.6633	0.8144
No log	10.4286	438	0.6581	0.3939	0.6581	0.8112
No log	10.4762	440	0.6572	0.4291	0.6572	0.8107
No log	10.5238	442	0.6618	0.4291	0.6618	0.8135
No log	10.5714	444	0.6868	0.3862	0.6868	0.8287
No log	10.6190	446	0.7364	0.3235	0.7364	0.8581
No log	10.6667	448	0.8674	0.3527	0.8674	0.9314
No log	10.7143	450	0.9482	0.3475	0.9482	0.9738
No log	10.7619	452	0.8882	0.3089	0.8882	0.9424
No log	10.8095	454	0.7880	0.3793	0.7880	0.8877
No log	10.8571	456	0.7419	0.3703	0.7419	0.8613
No log	10.9048	458	0.7270	0.3481	0.7270	0.8527
No log	10.9524	460	0.7237	0.2884	0.7237	0.8507
No log	11.0	462	0.7396	0.3289	0.7396	0.8600
No log	11.0476	464	0.7565	0.2780	0.7565	0.8697
No log	11.0952	466	0.8072	0.3209	0.8072	0.8985
No log	11.1429	468	0.8383	0.2862	0.8383	0.9156
No log	11.1905	470	0.8183	0.3391	0.8183	0.9046
No log	11.2381	472	0.8075	0.2568	0.8075	0.8986
No log	11.2857	474	0.8347	0.2444	0.8347	0.9136
No log	11.3333	476	0.7931	0.3025	0.7931	0.8906
No log	11.3810	478	0.7556	0.3189	0.7556	0.8692
No log	11.4286	480	0.6984	0.3677	0.6984	0.8357
No log	11.4762	482	0.6720	0.4111	0.6720	0.8198
No log	11.5238	484	0.6556	0.3893	0.6556	0.8097
No log	11.5714	486	0.6417	0.3920	0.6417	0.8011
No log	11.6190	488	0.6302	0.3920	0.6302	0.7938
No log	11.6667	490	0.6266	0.4224	0.6266	0.7916
No log	11.7143	492	0.6199	0.4019	0.6199	0.7874
No log	11.7619	494	0.6191	0.3886	0.6191	0.7868
No log	11.8095	496	0.6368	0.3994	0.6368	0.7980
No log	11.8571	498	0.6909	0.3829	0.6909	0.8312
0.3349	11.9048	500	0.7021	0.3594	0.7021	0.8379
0.3349	11.9524	502	0.6487	0.4575	0.6487	0.8054
0.3349	12.0	504	0.6070	0.5151	0.6070	0.7791
0.3349	12.0476	506	0.6041	0.4700	0.6041	0.7772
0.3349	12.0952	508	0.6109	0.4581	0.6109	0.7816
0.3349	12.1429	510	0.6195	0.5592	0.6195	0.7871
0.3349	12.1905	512	0.6451	0.5524	0.6451	0.8032
0.3349	12.2381	514	0.6710	0.4858	0.6710	0.8191
0.3349	12.2857	516	0.6459	0.4232	0.6459	0.8037
0.3349	12.3333	518	0.6592	0.4493	0.6592	0.8119
0.3349	12.3810	520	0.6703	0.4459	0.6703	0.8187
0.3349	12.4286	522	0.6483	0.4291	0.6483	0.8052
0.3349	12.4762	524	0.6565	0.3243	0.6565	0.8102
0.3349	12.5238	526	0.6944	0.3754	0.6944	0.8333
0.3349	12.5714	528	0.6907	0.3754	0.6907	0.8311
0.3349	12.6190	530	0.6740	0.3964	0.6740	0.8210
0.3349	12.6667	532	0.6786	0.3577	0.6786	0.8238
0.3349	12.7143	534	0.7373	0.3633	0.7373	0.8587
0.3349	12.7619	536	0.8383	0.4177	0.8383	0.9156
0.3349	12.8095	538	0.8382	0.4240	0.8382	0.9156
0.3349	12.8571	540	0.8014	0.4240	0.8014	0.8952
0.3349	12.9048	542	0.7327	0.4260	0.7327	0.8560
0.3349	12.9524	544	0.6898	0.2958	0.6898	0.8305
0.3349	13.0	546	0.7044	0.3201	0.7044	0.8393
0.3349	13.0476	548	0.7035	0.3474	0.7035	0.8387
0.3349	13.0952	550	0.6978	0.2889	0.6978	0.8353
0.3349	13.1429	552	0.7217	0.3862	0.7217	0.8495
0.3349	13.1905	554	0.7847	0.4254	0.7847	0.8858
0.3349	13.2381	556	0.8271	0.4940	0.8271	0.9095
0.3349	13.2857	558	0.7745	0.4556	0.7745	0.8801
0.3349	13.3333	560	0.6768	0.4244	0.6768	0.8227
0.3349	13.3810	562	0.6514	0.4119	0.6514	0.8071
0.3349	13.4286	564	0.6872	0.4729	0.6872	0.8290
0.3349	13.4762	566	0.6584	0.4499	0.6584	0.8114
0.3349	13.5238	568	0.6351	0.3762	0.6351	0.7969
0.3349	13.5714	570	0.6606	0.5076	0.6606	0.8128
0.3349	13.6190	572	0.6723	0.4707	0.6723	0.8199
0.3349	13.6667	574	0.6649	0.4148	0.6649	0.8154
0.3349	13.7143	576	0.6553	0.4729	0.6553	0.8095
0.3349	13.7619	578	0.6393	0.3939	0.6393	0.7996
0.3349	13.8095	580	0.6343	0.4137	0.6343	0.7964
0.3349	13.8571	582	0.6461	0.3467	0.6461	0.8038
0.3349	13.9048	584	0.6594	0.4265	0.6594	0.8120
0.3349	13.9524	586	0.6761	0.4196	0.6761	0.8223
0.3349	14.0	588	0.6866	0.4196	0.6866	0.8286
0.3349	14.0476	590	0.6895	0.3715	0.6895	0.8304
0.3349	14.0952	592	0.6938	0.3738	0.6938	0.8330
0.3349	14.1429	594	0.7179	0.3878	0.7179	0.8473
0.3349	14.1905	596	0.7318	0.4140	0.7318	0.8554
0.3349	14.2381	598	0.7023	0.4099	0.7023	0.8380
0.3349	14.2857	600	0.6865	0.3910	0.6865	0.8286
0.3349	14.3333	602	0.6821	0.4278	0.6821	0.8259
0.3349	14.3810	604	0.6784	0.4278	0.6784	0.8236
0.3349	14.4286	606	0.6682	0.4278	0.6682	0.8175
0.3349	14.4762	608	0.6589	0.3738	0.6589	0.8117
0.3349	14.5238	610	0.6693	0.3541	0.6693	0.8181
0.3349	14.5714	612	0.6757	0.3291	0.6757	0.8220
0.3349	14.6190	614	0.6840	0.3566	0.6840	0.8270
0.3349	14.6667	616	0.6964	0.3899	0.6964	0.8345
0.3349	14.7143	618	0.6837	0.3946	0.6837	0.8269
0.3349	14.7619	620	0.6746	0.3972	0.6746	0.8213
0.3349	14.8095	622	0.6801	0.4342	0.6801	0.8247
0.3349	14.8571	624	0.6884	0.4342	0.6884	0.8297
0.3349	14.9048	626	0.6960	0.3948	0.6960	0.8343
0.3349	14.9524	628	0.7086	0.4353	0.7086	0.8418
0.3349	15.0	630	0.7330	0.4527	0.7330	0.8562
0.3349	15.0476	632	0.7340	0.4474	0.7340	0.8568
0.3349	15.0952	634	0.7072	0.4580	0.7072	0.8410
0.3349	15.1429	636	0.6721	0.3924	0.6721	0.8198
0.3349	15.1905	638	0.6762	0.4576	0.6762	0.8223
0.3349	15.2381	640	0.7048	0.4315	0.7048	0.8395
0.3349	15.2857	642	0.6981	0.4212	0.6981	0.8355
0.3349	15.3333	644	0.6783	0.4292	0.6783	0.8236
0.3349	15.3810	646	0.6576	0.3651	0.6576	0.8109
0.3349	15.4286	648	0.6779	0.3433	0.6779	0.8233
0.3349	15.4762	650	0.7238	0.4230	0.7238	0.8508
0.3349	15.5238	652	0.7311	0.3962	0.7311	0.8550
0.3349	15.5714	654	0.6885	0.4425	0.6885	0.8298
0.3349	15.6190	656	0.6670	0.3946	0.6670	0.8167
0.3349	15.6667	658	0.6576	0.3474	0.6576	0.8109
0.3349	15.7143	660	0.6585	0.3331	0.6585	0.8115
0.3349	15.7619	662	0.6527	0.3042	0.6527	0.8079
0.3349	15.8095	664	0.6521	0.3200	0.6521	0.8075
0.3349	15.8571	666	0.6549	0.2807	0.6549	0.8092

Framework versions

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