ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k11_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: 0.6676
• Qwk: 0.3355
• Mse: 0.6676
• Rmse: 0.8170

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	0.0351	2	2.6467	-0.0924	2.6467	1.6269
No log	0.0702	4	1.3768	0.0487	1.3768	1.1734
No log	0.1053	6	1.2344	-0.2292	1.2344	1.1110
No log	0.1404	8	1.0864	0.0365	1.0864	1.0423
No log	0.1754	10	0.8112	0.2982	0.8112	0.9007
No log	0.2105	12	0.7667	0.2784	0.7667	0.8756
No log	0.2456	14	0.8430	0.2703	0.8430	0.9182
No log	0.2807	16	0.7387	0.3425	0.7387	0.8595
No log	0.3158	18	0.6964	0.3666	0.6964	0.8345
No log	0.3509	20	0.8295	0.3177	0.8295	0.9108
No log	0.3860	22	0.6826	0.3082	0.6826	0.8262
No log	0.4211	24	0.7371	0.3105	0.7371	0.8586
No log	0.4561	26	0.9425	0.3228	0.9425	0.9708
No log	0.4912	28	0.9128	0.3110	0.9128	0.9554
No log	0.5263	30	0.7925	0.3105	0.7925	0.8902
No log	0.5614	32	0.7125	0.1598	0.7125	0.8441
No log	0.5965	34	0.6957	0.1456	0.6957	0.8341
No log	0.6316	36	0.6889	0.0927	0.6889	0.8300
No log	0.6667	38	0.6967	0.0816	0.6967	0.8347
No log	0.7018	40	0.7114	0.0816	0.7114	0.8435
No log	0.7368	42	0.7507	0.0747	0.7507	0.8664
No log	0.7719	44	0.7243	0.0747	0.7243	0.8511
No log	0.8070	46	0.6741	0.1922	0.6741	0.8211
No log	0.8421	48	0.6842	0.2519	0.6842	0.8271
No log	0.8772	50	0.6938	0.2526	0.6938	0.8329
No log	0.9123	52	0.6467	0.3137	0.6467	0.8042
No log	0.9474	54	0.6416	0.1225	0.6416	0.8010
No log	0.9825	56	0.8105	0.2518	0.8105	0.9003
No log	1.0175	58	0.9680	0.2510	0.9680	0.9839
No log	1.0526	60	0.9804	0.2437	0.9804	0.9902
No log	1.0877	62	0.8462	0.2518	0.8462	0.9199
No log	1.1228	64	0.7181	0.2574	0.7181	0.8474
No log	1.1579	66	0.6713	0.2574	0.6713	0.8194
No log	1.1930	68	0.6227	0.2815	0.6227	0.7891
No log	1.2281	70	0.6276	0.2815	0.6276	0.7922
No log	1.2632	72	0.6779	0.3444	0.6779	0.8233
No log	1.2982	74	0.7472	0.2904	0.7472	0.8644
No log	1.3333	76	0.8568	0.3042	0.8568	0.9256
No log	1.3684	78	0.9285	0.3538	0.9285	0.9636
No log	1.4035	80	0.9837	0.3719	0.9837	0.9918
No log	1.4386	82	1.0326	0.3214	1.0326	1.0162
No log	1.4737	84	1.0595	0.3810	1.0595	1.0293
No log	1.5088	86	0.9680	0.3618	0.9680	0.9839
No log	1.5439	88	0.8487	0.2807	0.8487	0.9213
No log	1.5789	90	0.7174	0.2817	0.7174	0.8470
No log	1.6140	92	0.6467	0.2590	0.6467	0.8042
No log	1.6491	94	0.6495	0.3127	0.6495	0.8059
No log	1.6842	96	0.7254	0.3302	0.7254	0.8517
No log	1.7193	98	0.8536	0.3294	0.8536	0.9239
No log	1.7544	100	0.8607	0.3538	0.8607	0.9278
No log	1.7895	102	0.7491	0.2904	0.7491	0.8655
No log	1.8246	104	0.6440	0.2227	0.6440	0.8025
No log	1.8596	106	0.6336	0.2243	0.6336	0.7960
No log	1.8947	108	0.6569	0.2227	0.6569	0.8105
No log	1.9298	110	0.7372	0.2574	0.7372	0.8586
No log	1.9649	112	0.7472	0.2244	0.7472	0.8644
No log	2.0	114	0.6958	0.2692	0.6958	0.8341
No log	2.0351	116	0.7060	0.2883	0.7060	0.8403
No log	2.0702	118	0.7120	0.2574	0.7120	0.8438
No log	2.1053	120	0.7037	0.2817	0.7037	0.8389
No log	2.1404	122	0.7062	0.2574	0.7062	0.8404
No log	2.1754	124	0.7365	0.3169	0.7365	0.8582
No log	2.2105	126	0.7980	0.3042	0.7980	0.8933
No log	2.2456	128	0.8481	0.2784	0.8481	0.9209
No log	2.2807	130	0.8506	0.2949	0.8506	0.9223
No log	2.3158	132	0.8910	0.2697	0.8910	0.9439
No log	2.3509	134	0.8469	0.3169	0.8469	0.9202
No log	2.3860	136	0.7767	0.3564	0.7767	0.8813
No log	2.4211	138	0.8040	0.3444	0.8040	0.8967
No log	2.4561	140	0.8902	0.2518	0.8902	0.9435
No log	2.4912	142	0.8821	0.2904	0.8821	0.9392
No log	2.5263	144	0.8030	0.3950	0.8030	0.8961
No log	2.5614	146	0.7787	0.3444	0.7787	0.8825
No log	2.5965	148	0.7904	0.3032	0.7904	0.8891
No log	2.6316	150	0.8215	0.3105	0.8215	0.9064
No log	2.6667	152	0.7546	0.3637	0.7546	0.8687
No log	2.7018	154	0.7454	0.2692	0.7454	0.8634
No log	2.7368	156	0.8368	0.3359	0.8368	0.9148
No log	2.7719	158	1.0275	0.3287	1.0275	1.0137
No log	2.8070	160	1.1550	0.2478	1.1550	1.0747
No log	2.8421	162	1.0646	0.2363	1.0646	1.0318
No log	2.8772	164	0.8703	0.3105	0.8703	0.9329
No log	2.9123	166	0.7243	0.2345	0.7243	0.8510
No log	2.9474	168	0.6821	0.2085	0.6821	0.8259
No log	2.9825	170	0.6727	0.2085	0.6727	0.8202
No log	3.0175	172	0.6755	0.3416	0.6755	0.8219
No log	3.0526	174	0.7194	0.3372	0.7194	0.8482
No log	3.0877	176	0.8360	0.3012	0.8360	0.9143
No log	3.1228	178	0.9986	0.3795	0.9986	0.9993
No log	3.1579	180	1.0428	0.3455	1.0428	1.0212
No log	3.1930	182	1.0018	0.3284	1.0018	1.0009
No log	3.2281	184	0.8663	0.3100	0.8663	0.9307
No log	3.2632	186	0.7540	0.3518	0.7540	0.8683
No log	3.2982	188	0.7052	0.3238	0.7052	0.8398
No log	3.3333	190	0.7320	0.3518	0.7320	0.8556
No log	3.3684	192	0.7503	0.3518	0.7503	0.8662
No log	3.4035	194	0.7343	0.3594	0.7343	0.8569
No log	3.4386	196	0.6954	0.4060	0.6954	0.8339
No log	3.4737	198	0.6767	0.4354	0.6767	0.8226
No log	3.5088	200	0.6801	0.4354	0.6801	0.8247
No log	3.5439	202	0.7107	0.4243	0.7107	0.8430
No log	3.5789	204	0.7095	0.4243	0.7095	0.8423
No log	3.6140	206	0.7133	0.4243	0.7133	0.8446
No log	3.6491	208	0.7315	0.4219	0.7315	0.8553
No log	3.6842	210	0.7377	0.3789	0.7377	0.8589
No log	3.7193	212	0.7157	0.4219	0.7157	0.8460
No log	3.7544	214	0.6770	0.3919	0.6770	0.8228
No log	3.7895	216	0.6562	0.3919	0.6562	0.8100
No log	3.8246	218	0.6340	0.4291	0.6340	0.7963
No log	3.8596	220	0.6379	0.4444	0.6379	0.7987
No log	3.8947	222	0.6311	0.4444	0.6311	0.7944
No log	3.9298	224	0.6411	0.4158	0.6411	0.8007
No log	3.9649	226	0.6441	0.3372	0.6441	0.8026
No log	4.0	228	0.6544	0.3372	0.6544	0.8089
No log	4.0351	230	0.6445	0.3894	0.6445	0.8028
No log	4.0702	232	0.7098	0.3991	0.7098	0.8425
No log	4.1053	234	0.7899	0.4183	0.7899	0.8887
No log	4.1404	236	0.8940	0.3576	0.8940	0.9455
No log	4.1754	238	0.8865	0.3913	0.8865	0.9415
No log	4.2105	240	0.7950	0.3347	0.7950	0.8917
No log	4.2456	242	0.8004	0.3497	0.8004	0.8946
No log	4.2807	244	0.8189	0.2892	0.8189	0.9049
No log	4.3158	246	0.8883	0.2910	0.8883	0.9425
No log	4.3509	248	0.9422	0.3284	0.9422	0.9707
No log	4.3860	250	0.8980	0.3022	0.8980	0.9476
No log	4.4211	252	0.7442	0.2904	0.7442	0.8627
No log	4.4561	254	0.6856	0.4437	0.6856	0.8280
No log	4.4912	256	0.7097	0.4705	0.7097	0.8425
No log	4.5263	258	0.7770	0.3069	0.7770	0.8814
No log	4.5614	260	0.7663	0.3723	0.7663	0.8754
No log	4.5965	262	0.8348	0.3356	0.8348	0.9137
No log	4.6316	264	0.8203	0.3356	0.8203	0.9057
No log	4.6667	266	0.7777	0.3955	0.7777	0.8819
No log	4.7018	268	0.7719	0.3824	0.7719	0.8786
No log	4.7368	270	0.8038	0.3760	0.8038	0.8966
No log	4.7719	272	0.7834	0.3659	0.7834	0.8851
No log	4.8070	274	0.7419	0.3824	0.7419	0.8614
No log	4.8421	276	0.6368	0.4555	0.6368	0.7980
No log	4.8772	278	0.6074	0.5505	0.6074	0.7793
No log	4.9123	280	0.6124	0.4918	0.6124	0.7825
No log	4.9474	282	0.5994	0.5003	0.5994	0.7742
No log	4.9825	284	0.6601	0.3817	0.6601	0.8125
No log	5.0175	286	0.8363	0.3411	0.8363	0.9145
No log	5.0526	288	0.9291	0.3450	0.9291	0.9639
No log	5.0877	290	0.8761	0.3707	0.8761	0.9360
No log	5.1228	292	0.7520	0.3960	0.7520	0.8672
No log	5.1579	294	0.6493	0.3662	0.6493	0.8058
No log	5.1930	296	0.5919	0.4547	0.5919	0.7694
No log	5.2281	298	0.5883	0.4569	0.5883	0.7670
No log	5.2632	300	0.6006	0.4292	0.6006	0.7750
No log	5.2982	302	0.6525	0.3891	0.6525	0.8078
No log	5.3333	304	0.7122	0.3794	0.7122	0.8439
No log	5.3684	306	0.8023	0.3456	0.8023	0.8957
No log	5.4035	308	0.7631	0.3586	0.7631	0.8735
No log	5.4386	310	0.6819	0.3662	0.6819	0.8258
No log	5.4737	312	0.6206	0.3840	0.6206	0.7878
No log	5.5088	314	0.6279	0.4100	0.6279	0.7924
No log	5.5439	316	0.6781	0.3261	0.6781	0.8235
No log	5.5789	318	0.7939	0.3497	0.7939	0.8910
No log	5.6140	320	0.8306	0.3521	0.8306	0.9114
No log	5.6491	322	0.7251	0.3344	0.7251	0.8515
No log	5.6842	324	0.6346	0.4437	0.6346	0.7966
No log	5.7193	326	0.6004	0.4338	0.6004	0.7749
No log	5.7544	328	0.5933	0.4338	0.5933	0.7702
No log	5.7895	330	0.6251	0.4314	0.6251	0.7907
No log	5.8246	332	0.7190	0.3781	0.7190	0.8479
No log	5.8596	334	0.7769	0.3992	0.7769	0.8814
No log	5.8947	336	0.8005	0.3992	0.8005	0.8947
No log	5.9298	338	0.8032	0.3992	0.8032	0.8962
No log	5.9649	340	0.7318	0.3567	0.7318	0.8555
No log	6.0	342	0.7166	0.3433	0.7166	0.8465
No log	6.0351	344	0.7124	0.3615	0.7124	0.8441
No log	6.0702	346	0.7701	0.3626	0.7701	0.8776
No log	6.1053	348	0.9106	0.3988	0.9106	0.9542
No log	6.1404	350	0.9743	0.3945	0.9743	0.9871
No log	6.1754	352	0.9038	0.3669	0.9038	0.9507
No log	6.2105	354	0.7791	0.3519	0.7791	0.8827
No log	6.2456	356	0.6794	0.3267	0.6794	0.8243
No log	6.2807	358	0.6547	0.3524	0.6547	0.8091
No log	6.3158	360	0.6796	0.3894	0.6796	0.8244
No log	6.3509	362	0.7983	0.3710	0.7983	0.8935
No log	6.3860	364	1.0324	0.3348	1.0324	1.0161
No log	6.4211	366	1.1966	0.3584	1.1966	1.0939
No log	6.4561	368	1.1561	0.3084	1.1561	1.0752
No log	6.4912	370	1.0239	0.3604	1.0239	1.0119
No log	6.5263	372	0.8222	0.3645	0.8222	0.9068
No log	6.5614	374	0.7294	0.3500	0.7294	0.8540
No log	6.5965	376	0.6929	0.4292	0.6929	0.8324
No log	6.6316	378	0.7023	0.3841	0.7023	0.8380
No log	6.6667	380	0.7647	0.3867	0.7647	0.8745
No log	6.7018	382	0.8371	0.3678	0.8371	0.9149
No log	6.7368	384	0.8352	0.3909	0.8352	0.9139
No log	6.7719	386	0.8558	0.3312	0.8558	0.9251
No log	6.8070	388	0.8519	0.3699	0.8519	0.9230
No log	6.8421	390	0.8626	0.3312	0.8626	0.9288
No log	6.8772	392	0.8424	0.3297	0.8424	0.9178
No log	6.9123	394	0.7554	0.3586	0.7554	0.8692
No log	6.9474	396	0.7117	0.3958	0.7117	0.8436
No log	6.9825	398	0.6601	0.4114	0.6601	0.8125
No log	7.0175	400	0.6776	0.4493	0.6776	0.8231
No log	7.0526	402	0.7059	0.3985	0.7059	0.8402
No log	7.0877	404	0.7395	0.3609	0.7395	0.8599
No log	7.1228	406	0.7453	0.4243	0.7453	0.8633
No log	7.1579	408	0.7490	0.3889	0.7490	0.8654
No log	7.1930	410	0.8061	0.3953	0.8061	0.8978
No log	7.2281	412	0.8938	0.3767	0.8938	0.9454
No log	7.2632	414	0.9212	0.3324	0.9212	0.9598
No log	7.2982	416	0.8560	0.3719	0.8560	0.9252
No log	7.3333	418	0.8053	0.4064	0.8053	0.8974
No log	7.3684	420	0.7412	0.3586	0.7412	0.8609
No log	7.4035	422	0.7157	0.4036	0.7157	0.8460
No log	7.4386	424	0.7531	0.3520	0.7531	0.8678
No log	7.4737	426	0.7787	0.3194	0.7787	0.8824
No log	7.5088	428	0.7856	0.3433	0.7856	0.8863
No log	7.5439	430	0.7999	0.3433	0.7999	0.8944
No log	7.5789	432	0.7517	0.3105	0.7517	0.8670
No log	7.6140	434	0.7026	0.3918	0.7026	0.8382
No log	7.6491	436	0.6978	0.4330	0.6978	0.8353
No log	7.6842	438	0.7221	0.4270	0.7221	0.8498
No log	7.7193	440	0.7682	0.4404	0.7682	0.8765
No log	7.7544	442	0.7700	0.4272	0.7700	0.8775
No log	7.7895	444	0.7071	0.4234	0.7071	0.8409
No log	7.8246	446	0.6832	0.3945	0.6832	0.8266
No log	7.8596	448	0.6483	0.3754	0.6483	0.8052
No log	7.8947	450	0.6586	0.3754	0.6586	0.8115
No log	7.9298	452	0.6981	0.4437	0.6981	0.8355
No log	7.9649	454	0.7991	0.3760	0.7991	0.8939
No log	8.0	456	0.9373	0.3450	0.9373	0.9681
No log	8.0351	458	0.9684	0.3399	0.9684	0.9841
No log	8.0702	460	0.8700	0.3868	0.8700	0.9327
No log	8.1053	462	0.7393	0.4036	0.7393	0.8598
No log	8.1404	464	0.6780	0.4614	0.6780	0.8234
No log	8.1754	466	0.6687	0.4888	0.6687	0.8177
No log	8.2105	468	0.7165	0.3867	0.7165	0.8465
No log	8.2456	470	0.8241	0.4333	0.8241	0.9078
No log	8.2807	472	0.8968	0.3716	0.8968	0.9470
No log	8.3158	474	0.9020	0.3557	0.9020	0.9497
No log	8.3509	476	0.8267	0.3613	0.8267	0.9092
No log	8.3860	478	0.6932	0.4294	0.6932	0.8326
No log	8.4211	480	0.6433	0.4726	0.6433	0.8020
No log	8.4561	482	0.6440	0.4726	0.6440	0.8025
No log	8.4912	484	0.6712	0.4705	0.6712	0.8193
No log	8.5263	486	0.6497	0.4795	0.6497	0.8060
No log	8.5614	488	0.6589	0.4705	0.6589	0.8118
No log	8.5965	490	0.6744	0.4980	0.6744	0.8212
No log	8.6316	492	0.6805	0.4464	0.6805	0.8249
No log	8.6667	494	0.6866	0.3867	0.6866	0.8286
No log	8.7018	496	0.7479	0.4203	0.7479	0.8648
No log	8.7368	498	0.8017	0.4364	0.8017	0.8954
0.3375	8.7719	500	0.8220	0.3579	0.8220	0.9066
0.3375	8.8070	502	0.7758	0.4255	0.7758	0.8808
0.3375	8.8421	504	0.7331	0.4630	0.7331	0.8562
0.3375	8.8772	506	0.6823	0.4438	0.6823	0.8260
0.3375	8.9123	508	0.6388	0.4745	0.6388	0.7993
0.3375	8.9474	510	0.5884	0.4473	0.5884	0.7671
0.3375	8.9825	512	0.5666	0.3837	0.5666	0.7527
0.3375	9.0175	514	0.5637	0.4136	0.5637	0.7508
0.3375	9.0526	516	0.5716	0.4136	0.5716	0.7560
0.3375	9.0877	518	0.5745	0.3945	0.5745	0.7580
0.3375	9.1228	520	0.6127	0.4020	0.6127	0.7827
0.3375	9.1579	522	0.6229	0.4020	0.6229	0.7892
0.3375	9.1930	524	0.5723	0.4027	0.5723	0.7565
0.3375	9.2281	526	0.5625	0.4634	0.5625	0.7500
0.3375	9.2632	528	0.5634	0.4150	0.5634	0.7506
0.3375	9.2982	530	0.5642	0.5065	0.5642	0.7512
0.3375	9.3333	532	0.5789	0.3813	0.5789	0.7609
0.3375	9.3684	534	0.5899	0.4397	0.5899	0.7680
0.3375	9.4035	536	0.5942	0.4397	0.5942	0.7709
0.3375	9.4386	538	0.6014	0.4091	0.6014	0.7755
0.3375	9.4737	540	0.6147	0.4091	0.6147	0.7841
0.3375	9.5088	542	0.6345	0.3738	0.6345	0.7965
0.3375	9.5439	544	0.6598	0.3738	0.6598	0.8123
0.3375	9.5789	546	0.6574	0.4234	0.6574	0.8108
0.3375	9.6140	548	0.6346	0.4639	0.6346	0.7966
0.3375	9.6491	550	0.6307	0.4397	0.6307	0.7941
0.3375	9.6842	552	0.6621	0.4212	0.6621	0.8137
0.3375	9.7193	554	0.7451	0.3280	0.7451	0.8632
0.3375	9.7544	556	0.8158	0.3727	0.8158	0.9032
0.3375	9.7895	558	0.7976	0.3727	0.7976	0.8931
0.3375	9.8246	560	0.7368	0.3708	0.7368	0.8584
0.3375	9.8596	562	0.6599	0.4413	0.6599	0.8123
0.3375	9.8947	564	0.6373	0.4397	0.6373	0.7983
0.3375	9.9298	566	0.6552	0.4413	0.6552	0.8094
0.3375	9.9649	568	0.6847	0.4260	0.6847	0.8275
0.3375	10.0	570	0.7747	0.4056	0.7747	0.8802
0.3375	10.0351	572	0.7785	0.3632	0.7785	0.8823
0.3375	10.0702	574	0.6737	0.4193	0.6737	0.8208
0.3375	10.1053	576	0.6105	0.4371	0.6105	0.7813
0.3375	10.1404	578	0.6068	0.4393	0.6068	0.7790
0.3375	10.1754	580	0.6298	0.4574	0.6298	0.7936
0.3375	10.2105	582	0.6398	0.4702	0.6398	0.7998
0.3375	10.2456	584	0.6216	0.4186	0.6216	0.7884
0.3375	10.2807	586	0.5920	0.4808	0.5920	0.7694
0.3375	10.3158	588	0.5740	0.4701	0.5740	0.7576
0.3375	10.3509	590	0.5812	0.4358	0.5812	0.7624
0.3375	10.3860	592	0.5990	0.4393	0.5990	0.7740
0.3375	10.4211	594	0.6944	0.3929	0.6944	0.8333
0.3375	10.4561	596	0.7568	0.3980	0.7568	0.8699
0.3375	10.4912	598	0.7000	0.3451	0.7000	0.8367
0.3375	10.5263	600	0.6164	0.4393	0.6164	0.7851
0.3375	10.5614	602	0.5672	0.4229	0.5672	0.7531
0.3375	10.5965	604	0.5704	0.4441	0.5704	0.7553
0.3375	10.6316	606	0.5834	0.4124	0.5834	0.7638
0.3375	10.6667	608	0.6469	0.4165	0.6469	0.8043
0.3375	10.7018	610	0.8353	0.3680	0.8353	0.9139
0.3375	10.7368	612	1.0110	0.4161	1.0110	1.0055
0.3375	10.7719	614	1.0596	0.4161	1.0596	1.0293
0.3375	10.8070	616	0.9690	0.3556	0.9690	0.9844
0.3375	10.8421	618	0.8305	0.4044	0.8305	0.9113
0.3375	10.8772	620	0.7212	0.3699	0.7212	0.8492
0.3375	10.9123	622	0.6857	0.3433	0.6857	0.8281
0.3375	10.9474	624	0.6998	0.3746	0.6998	0.8365
0.3375	10.9825	626	0.7221	0.3475	0.7221	0.8497
0.3375	11.0175	628	0.6682	0.3248	0.6682	0.8175
0.3375	11.0526	630	0.6482	0.3525	0.6482	0.8051
0.3375	11.0877	632	0.6253	0.2920	0.6253	0.7908
0.3375	11.1228	634	0.6070	0.4300	0.6070	0.7791
0.3375	11.1579	636	0.6055	0.4299	0.6055	0.7781
0.3375	11.1930	638	0.6062	0.4547	0.6062	0.7786
0.3375	11.2281	640	0.6118	0.4013	0.6118	0.7822
0.3375	11.2632	642	0.6664	0.3713	0.6664	0.8164
0.3375	11.2982	644	0.7756	0.3868	0.7756	0.8807
0.3375	11.3333	646	0.8698	0.3909	0.8698	0.9326
0.3375	11.3684	648	0.9524	0.3593	0.9524	0.9759
0.3375	11.4035	650	0.9439	0.3909	0.9439	0.9716
0.3375	11.4386	652	0.8416	0.3678	0.8416	0.9174
0.3375	11.4737	654	0.7275	0.3500	0.7275	0.8530
0.3375	11.5088	656	0.6634	0.3594	0.6634	0.8145
0.3375	11.5439	658	0.6512	0.3713	0.6512	0.8070
0.3375	11.5789	660	0.6517	0.3425	0.6517	0.8073
0.3375	11.6140	662	0.6816	0.3471	0.6816	0.8256
0.3375	11.6491	664	0.7675	0.3450	0.7675	0.8761
0.3375	11.6842	666	0.8327	0.4161	0.8327	0.9125
0.3375	11.7193	668	0.8171	0.4296	0.8171	0.9039
0.3375	11.7544	670	0.7724	0.4562	0.7724	0.8789
0.3375	11.7895	672	0.7529	0.4329	0.7529	0.8677
0.3375	11.8246	674	0.7252	0.4167	0.7252	0.8516
0.3375	11.8596	676	0.7048	0.3544	0.7048	0.8395
0.3375	11.8947	678	0.6796	0.3569	0.6796	0.8244
0.3375	11.9298	680	0.6695	0.3841	0.6695	0.8182
0.3375	11.9649	682	0.6721	0.3841	0.6721	0.8198
0.3375	12.0	684	0.7149	0.3936	0.7149	0.8455
0.3375	12.0351	686	0.7516	0.4436	0.7516	0.8670
0.3375	12.0702	688	0.7397	0.4436	0.7397	0.8601
0.3375	12.1053	690	0.6810	0.3458	0.6810	0.8252
0.3375	12.1404	692	0.6246	0.4091	0.6246	0.7903
0.3375	12.1754	694	0.6201	0.4091	0.6201	0.7875
0.3375	12.2105	696	0.6232	0.4171	0.6232	0.7894
0.3375	12.2456	698	0.6283	0.4114	0.6283	0.7927
0.3375	12.2807	700	0.6289	0.3714	0.6289	0.7930
0.3375	12.3158	702	0.6404	0.4013	0.6404	0.8003
0.3375	12.3509	704	0.6611	0.3914	0.6611	0.8131
0.3375	12.3860	706	0.6955	0.3355	0.6955	0.8340
0.3375	12.4211	708	0.6916	0.3355	0.6916	0.8316
0.3375	12.4561	710	0.6732	0.3355	0.6732	0.8205
0.3375	12.4912	712	0.6763	0.3425	0.6763	0.8224
0.3375	12.5263	714	0.7042	0.3963	0.7042	0.8392
0.3375	12.5614	716	0.6994	0.3776	0.6994	0.8363
0.3375	12.5965	718	0.7070	0.4124	0.7070	0.8408
0.3375	12.6316	720	0.6966	0.3909	0.6966	0.8346
0.3375	12.6667	722	0.6489	0.3769	0.6489	0.8055
0.3375	12.7018	724	0.6004	0.3887	0.6004	0.7749
0.3375	12.7368	726	0.5950	0.4526	0.5950	0.7714
0.3375	12.7719	728	0.5972	0.4276	0.5972	0.7728
0.3375	12.8070	730	0.5957	0.4338	0.5957	0.7718
0.3375	12.8421	732	0.5938	0.4338	0.5938	0.7706
0.3375	12.8772	734	0.5949	0.4358	0.5949	0.7713
0.3375	12.9123	736	0.5975	0.4526	0.5975	0.7730
0.3375	12.9474	738	0.6111	0.3886	0.6111	0.7818
0.3375	12.9825	740	0.6172	0.3939	0.6172	0.7856
0.3375	13.0175	742	0.6269	0.4171	0.6269	0.7918
0.3375	13.0526	744	0.6504	0.4337	0.6504	0.8065
0.3375	13.0877	746	0.7101	0.4393	0.7101	0.8427
0.3375	13.1228	748	0.7843	0.3973	0.7843	0.8856
0.3375	13.1579	750	0.8521	0.3946	0.8521	0.9231
0.3375	13.1930	752	0.8645	0.3946	0.8645	0.9298
0.3375	13.2281	754	0.8543	0.3913	0.8543	0.9243
0.3375	13.2632	756	0.8220	0.3847	0.8220	0.9066
0.3375	13.2982	758	0.7816	0.3456	0.7816	0.8841
0.3375	13.3333	760	0.7343	0.3723	0.7343	0.8569
0.3375	13.3684	762	0.7071	0.3287	0.7071	0.8409
0.3375	13.4035	764	0.6942	0.3355	0.6942	0.8332
0.3375	13.4386	766	0.6902	0.3355	0.6902	0.8308
0.3375	13.4737	768	0.6775	0.3355	0.6775	0.8231
0.3375	13.5088	770	0.6676	0.3355	0.6676	0.8170

Framework versions

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