ArabicNewSplits6_FineTuningAraBERT_run2_AugV5_k19_task3_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: 0.4862
• Qwk: 0.4152
• Mse: 0.4862
• Rmse: 0.6972

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	0.0227	2	3.5898	-0.0041	3.5898	1.8947
No log	0.0455	4	2.0415	-0.0674	2.0415	1.4288
No log	0.0682	6	1.1890	0.0588	1.1890	1.0904
No log	0.0909	8	1.6279	0.0748	1.6279	1.2759
No log	0.1136	10	0.7469	0.2300	0.7469	0.8642
No log	0.1364	12	0.6608	0.1813	0.6608	0.8129
No log	0.1591	14	0.6363	0.1773	0.6363	0.7977
No log	0.1818	16	0.6634	0.1605	0.6634	0.8145
No log	0.2045	18	0.7421	0.1590	0.7421	0.8615
No log	0.2273	20	0.7959	0.0145	0.7959	0.8921
No log	0.25	22	0.7369	0.0061	0.7369	0.8584
No log	0.2727	24	0.7174	-0.0719	0.7174	0.8470
No log	0.2955	26	0.7021	0.1429	0.7021	0.8379
No log	0.3182	28	0.8394	0.1228	0.8394	0.9162
No log	0.3409	30	0.7333	0.1304	0.7333	0.8563
No log	0.3636	32	0.8449	0.2203	0.8449	0.9192
No log	0.3864	34	0.6512	0.2444	0.6512	0.8070
No log	0.4091	36	0.6353	0.2184	0.6353	0.7971
No log	0.4318	38	0.5692	0.2533	0.5692	0.7545
No log	0.4545	40	0.5945	0.0	0.5945	0.7711
No log	0.4773	42	0.6117	0.0	0.6117	0.7821
No log	0.5	44	0.5851	0.0222	0.5851	0.7649
No log	0.5227	46	0.9106	0.0569	0.9106	0.9542
No log	0.5455	48	1.0598	0.0698	1.0598	1.0295
No log	0.5682	50	0.7714	0.1392	0.7714	0.8783
No log	0.5909	52	0.6035	0.2464	0.6035	0.7769
No log	0.6136	54	0.5554	0.0	0.5554	0.7453
No log	0.6364	56	0.5366	0.0	0.5366	0.7325
No log	0.6591	58	0.5214	-0.0159	0.5214	0.7221
No log	0.6818	60	0.5483	0.1667	0.5483	0.7405
No log	0.7045	62	1.1124	0.0817	1.1124	1.0547
No log	0.7273	64	0.9105	0.1074	0.9105	0.9542
No log	0.75	66	0.5759	0.3418	0.5759	0.7589
No log	0.7727	68	0.6092	0.1781	0.6092	0.7805
No log	0.7955	70	0.5793	0.0986	0.5793	0.7611
No log	0.8182	72	0.6541	0.2381	0.6541	0.8088
No log	0.8409	74	0.8055	0.2146	0.8055	0.8975
No log	0.8636	76	0.8942	0.1228	0.8942	0.9456
No log	0.8864	78	0.6277	0.2485	0.6277	0.7923
No log	0.9091	80	0.5602	0.2340	0.5602	0.7484
No log	0.9318	82	0.5808	0.2308	0.5808	0.7621
No log	0.9545	84	0.5362	0.3333	0.5362	0.7323
No log	0.9773	86	0.4865	0.2222	0.4865	0.6975
No log	1.0	88	0.5663	0.3563	0.5663	0.7525
No log	1.0227	90	1.1273	0.1409	1.1273	1.0617
No log	1.0455	92	0.8239	0.1931	0.8239	0.9077
No log	1.0682	94	0.5641	0.2485	0.5641	0.7511
No log	1.0909	96	0.5174	0.2653	0.5174	0.7193
No log	1.1136	98	0.5016	0.1746	0.5016	0.7082
No log	1.1364	100	0.4989	0.1746	0.4989	0.7063
No log	1.1591	102	0.5091	0.1746	0.5091	0.7135
No log	1.1818	104	0.5167	0.1746	0.5167	0.7188
No log	1.2045	106	0.5447	0.2366	0.5447	0.7380
No log	1.2273	108	0.5631	0.1565	0.5631	0.7504
No log	1.25	110	0.5911	0.2000	0.5911	0.7688
No log	1.2727	112	0.6345	0.3258	0.6345	0.7965
No log	1.2955	114	0.6798	0.2670	0.6798	0.8245
No log	1.3182	116	0.6124	0.1628	0.6124	0.7826
No log	1.3409	118	0.6759	0.1832	0.6759	0.8222
No log	1.3636	120	0.5448	0.2611	0.5448	0.7381
No log	1.3864	122	0.6010	0.2258	0.6010	0.7752
No log	1.4091	124	0.6195	0.2251	0.6195	0.7871
No log	1.4318	126	0.5252	0.3609	0.5252	0.7247
No log	1.4545	128	0.5308	0.4419	0.5308	0.7286
No log	1.4773	130	0.5462	0.5417	0.5462	0.7391
No log	1.5	132	0.6222	0.3628	0.6222	0.7888
No log	1.5227	134	0.5539	0.4639	0.5539	0.7442
No log	1.5455	136	0.5601	0.5152	0.5601	0.7484
No log	1.5682	138	0.6968	0.3043	0.6968	0.8348
No log	1.5909	140	0.6292	0.3665	0.6292	0.7932
No log	1.6136	142	0.6154	0.3744	0.6154	0.7845
No log	1.6364	144	0.5658	0.4231	0.5658	0.7522
No log	1.6591	146	0.7096	0.3091	0.7096	0.8424
No log	1.6818	148	0.6712	0.4175	0.6712	0.8193
No log	1.7045	150	0.6065	0.4074	0.6065	0.7788
No log	1.7273	152	0.6729	0.3422	0.6729	0.8203
No log	1.75	154	0.6561	0.4286	0.6561	0.8100
No log	1.7727	156	0.6361	0.375	0.6361	0.7976
No log	1.7955	158	0.6172	0.3814	0.6172	0.7856
No log	1.8182	160	0.6164	0.2563	0.6164	0.7851
No log	1.8409	162	0.5725	0.2727	0.5725	0.7566
No log	1.8636	164	0.5646	0.2832	0.5646	0.7514
No log	1.8864	166	0.5911	0.3412	0.5911	0.7688
No log	1.9091	168	0.5783	0.3136	0.5783	0.7605
No log	1.9318	170	0.5895	0.3927	0.5895	0.7678
No log	1.9545	172	0.6224	0.3878	0.6224	0.7889
No log	1.9773	174	0.7027	0.2743	0.7027	0.8383
No log	2.0	176	0.8244	0.2852	0.8244	0.9080
No log	2.0227	178	0.7224	0.2821	0.7224	0.8499
No log	2.0455	180	0.7018	0.2513	0.7018	0.8377
No log	2.0682	182	0.7434	0.1667	0.7434	0.8622
No log	2.0909	184	0.6554	0.3143	0.6554	0.8096
No log	2.1136	186	0.8516	0.1597	0.8516	0.9228
No log	2.1364	188	0.7882	0.1211	0.7882	0.8878
No log	2.1591	190	0.5995	0.2298	0.5995	0.7743
No log	2.1818	192	0.5999	0.2883	0.5999	0.7746
No log	2.2045	194	0.6177	0.2471	0.6177	0.7859
No log	2.2273	196	0.6313	0.2558	0.6313	0.7945
No log	2.25	198	0.6529	0.2086	0.6529	0.8080
No log	2.2727	200	0.7144	0.2000	0.7144	0.8452
No log	2.2955	202	0.6652	0.3016	0.6652	0.8156
No log	2.3182	204	0.6705	0.2670	0.6705	0.8189
No log	2.3409	206	0.6561	0.1590	0.6561	0.8100
No log	2.3636	208	0.6779	0.3089	0.6779	0.8233
No log	2.3864	210	0.6846	0.2563	0.6846	0.8274
No log	2.4091	212	0.9665	0.1873	0.9665	0.9831
No log	2.4318	214	0.7138	0.1930	0.7138	0.8449
No log	2.4545	216	0.5862	0.2787	0.5862	0.7657
No log	2.4773	218	0.5746	0.2787	0.5746	0.7580
No log	2.5	220	0.5475	0.4286	0.5475	0.7399
No log	2.5227	222	0.6363	0.2563	0.6363	0.7977
No log	2.5455	224	0.5812	0.3043	0.5812	0.7623
No log	2.5682	226	0.5204	0.3882	0.5204	0.7214
No log	2.5909	228	0.6271	0.2549	0.6271	0.7919
No log	2.6136	230	0.9128	0.2184	0.9128	0.9554
No log	2.6364	232	0.7866	0.1858	0.7866	0.8869
No log	2.6591	234	0.6042	0.3524	0.6042	0.7773
No log	2.6818	236	0.5352	0.3103	0.5352	0.7316
No log	2.7045	238	0.5770	0.3367	0.5770	0.7596
No log	2.7273	240	0.7079	0.2681	0.7079	0.8414
No log	2.75	242	0.9805	0.1049	0.9805	0.9902
No log	2.7727	244	0.9424	0.2121	0.9424	0.9708
No log	2.7955	246	0.6601	0.3665	0.6601	0.8124
No log	2.8182	248	0.5775	0.2865	0.5775	0.7599
No log	2.8409	250	0.5681	0.3478	0.5681	0.7537
No log	2.8636	252	0.6181	0.2941	0.6181	0.7862
No log	2.8864	254	0.6754	0.2563	0.6754	0.8218
No log	2.9091	256	0.5397	0.2099	0.5397	0.7347
No log	2.9318	258	0.5838	0.2626	0.5838	0.7641
No log	2.9545	260	0.7915	0.2287	0.7915	0.8897
No log	2.9773	262	0.6996	0.3089	0.6996	0.8364
No log	3.0	264	0.5832	0.2527	0.5832	0.7637
No log	3.0227	266	0.6278	0.3663	0.6278	0.7923
No log	3.0455	268	0.5744	0.2990	0.5744	0.7579
No log	3.0682	270	0.5738	0.2432	0.5738	0.7575
No log	3.0909	272	0.5583	0.3708	0.5583	0.7472
No log	3.1136	274	0.5462	0.3708	0.5462	0.7391
No log	3.1364	276	0.5750	0.4764	0.5750	0.7583
No log	3.1591	278	0.5541	0.3913	0.5541	0.7444
No log	3.1818	280	0.5381	0.2527	0.5381	0.7336
No log	3.2045	282	0.6303	0.3402	0.6303	0.7939
No log	3.2273	284	0.5421	0.3258	0.5421	0.7363
No log	3.25	286	0.5632	0.4286	0.5632	0.7505
No log	3.2727	288	0.7971	0.1493	0.7971	0.8928
No log	3.2955	290	0.7397	0.1493	0.7397	0.8601
No log	3.3182	292	0.5336	0.3939	0.5336	0.7304
No log	3.3409	294	0.6619	0.2245	0.6619	0.8136
No log	3.3636	296	0.7170	0.1852	0.7170	0.8467
No log	3.3864	298	0.5652	0.3295	0.5652	0.7518
No log	3.4091	300	0.6309	0.2549	0.6309	0.7943
No log	3.4318	302	0.6605	0.1675	0.6605	0.8127
No log	3.4545	304	0.5662	0.3580	0.5662	0.7525
No log	3.4773	306	0.6094	0.2273	0.6094	0.7807
No log	3.5	308	0.6030	0.2281	0.6030	0.7765
No log	3.5227	310	0.5688	0.2381	0.5688	0.7542
No log	3.5455	312	0.6994	0.2000	0.6994	0.8363
No log	3.5682	314	0.6595	0.1475	0.6595	0.8121
No log	3.5909	316	0.5744	0.3520	0.5744	0.7579
No log	3.6136	318	0.5867	0.3103	0.5867	0.7660
No log	3.6364	320	0.5863	0.2593	0.5863	0.7657
No log	3.6591	322	0.6063	0.3333	0.6063	0.7786
No log	3.6818	324	0.7137	0.2961	0.7137	0.8448
No log	3.7045	326	0.7075	0.3162	0.7075	0.8412
No log	3.7273	328	0.6240	0.2390	0.6240	0.7900
No log	3.75	330	0.6164	0.2536	0.6164	0.7851
No log	3.7727	332	0.5882	0.3548	0.5882	0.7670
No log	3.7955	334	0.5923	0.3367	0.5923	0.7696
No log	3.8182	336	0.5674	0.4043	0.5674	0.7532
No log	3.8409	338	0.5319	0.2558	0.5319	0.7293
No log	3.8636	340	0.5440	0.2941	0.5440	0.7376
No log	3.8864	342	0.6165	0.2258	0.6165	0.7852
No log	3.9091	344	0.5427	0.3708	0.5427	0.7367
No log	3.9318	346	0.5157	0.3563	0.5157	0.7181
No log	3.9545	348	0.5233	0.3580	0.5233	0.7234
No log	3.9773	350	0.5414	0.4762	0.5414	0.7358
No log	4.0	352	0.5640	0.4222	0.5640	0.7510
No log	4.0227	354	0.6070	0.2265	0.6070	0.7791
No log	4.0455	356	0.5656	0.3548	0.5656	0.7521
No log	4.0682	358	0.5552	0.3591	0.5552	0.7451
No log	4.0909	360	0.5467	0.4043	0.5467	0.7394
No log	4.1136	362	0.6322	0.3520	0.6322	0.7951
No log	4.1364	364	0.7004	0.1746	0.7004	0.8369
No log	4.1591	366	0.5799	0.3520	0.5799	0.7615
No log	4.1818	368	0.5259	0.4033	0.5259	0.7252
No log	4.2045	370	0.5394	0.4607	0.5394	0.7345
No log	4.2273	372	0.5107	0.3846	0.5107	0.7147
No log	4.25	374	0.5092	0.3846	0.5092	0.7136
No log	4.2727	376	0.5310	0.2683	0.5310	0.7287
No log	4.2955	378	0.6544	0.2258	0.6544	0.8089
No log	4.3182	380	0.6552	0.2081	0.6552	0.8095
No log	4.3409	382	0.5338	0.4286	0.5338	0.7306
No log	4.3636	384	0.6255	0.2593	0.6255	0.7909
No log	4.3864	386	0.7015	0.2523	0.7015	0.8376
No log	4.4091	388	0.6220	0.2593	0.6220	0.7887
No log	4.4318	390	0.5372	0.4424	0.5372	0.7330
No log	4.4545	392	0.5668	0.4483	0.5668	0.7528
No log	4.4773	394	0.5319	0.4568	0.5319	0.7293
No log	4.5	396	0.6185	0.2593	0.6185	0.7864
No log	4.5227	398	0.8202	0.1933	0.8202	0.9057
No log	4.5455	400	0.7631	0.2294	0.7631	0.8735
No log	4.5682	402	0.5574	0.3043	0.5574	0.7466
No log	4.5909	404	0.5508	0.2941	0.5508	0.7421
No log	4.6136	406	0.6718	0.1323	0.6718	0.8196
No log	4.6364	408	0.6518	0.1323	0.6518	0.8073
No log	4.6591	410	0.5585	0.2109	0.5585	0.7473
No log	4.6818	412	0.5221	0.2340	0.5221	0.7226
No log	4.7045	414	0.6453	0.2340	0.6453	0.8033
No log	4.7273	416	0.6864	0.2727	0.6864	0.8285
No log	4.75	418	0.5748	0.2281	0.5748	0.7582
No log	4.7727	420	0.5457	0.2911	0.5457	0.7387
No log	4.7955	422	0.6252	0.2000	0.6252	0.7907
No log	4.8182	424	0.5824	0.2174	0.5824	0.7631
No log	4.8409	426	0.5915	0.3433	0.5915	0.7691
No log	4.8636	428	0.8378	0.1875	0.8378	0.9153
No log	4.8864	430	1.1015	0.1378	1.1015	1.0495
No log	4.9091	432	1.0154	0.1884	1.0154	1.0077
No log	4.9318	434	0.7174	0.3722	0.7174	0.8470
No log	4.9545	436	0.5962	0.3161	0.5962	0.7721
No log	4.9773	438	0.6425	0.2421	0.6425	0.8016
No log	5.0	440	0.5808	0.3191	0.5808	0.7621
No log	5.0227	442	0.5630	0.4091	0.5630	0.7503
No log	5.0455	444	0.7248	0.2593	0.7248	0.8514
No log	5.0682	446	0.7326	0.2579	0.7326	0.8559
No log	5.0909	448	0.5999	0.2842	0.5999	0.7745
No log	5.1136	450	0.5275	0.3711	0.5275	0.7263
No log	5.1364	452	0.5822	0.2099	0.5822	0.7630
No log	5.1591	454	0.5677	0.2575	0.5677	0.7534
No log	5.1818	456	0.5344	0.3659	0.5344	0.7310
No log	5.2045	458	0.6603	0.3706	0.6603	0.8126
No log	5.2273	460	0.7588	0.2511	0.7588	0.8711
No log	5.25	462	0.6549	0.3200	0.6549	0.8092
No log	5.2727	464	0.5472	0.4652	0.5472	0.7397
No log	5.2955	466	0.5933	0.2821	0.5933	0.7703
No log	5.3182	468	0.5947	0.2626	0.5947	0.7712
No log	5.3409	470	0.5290	0.5088	0.5290	0.7273
No log	5.3636	472	0.5244	0.3216	0.5244	0.7242
No log	5.3864	474	0.6540	0.2000	0.6540	0.8087
No log	5.4091	476	0.6846	0.2410	0.6846	0.8274
No log	5.4318	478	0.5937	0.2000	0.5937	0.7705
No log	5.4545	480	0.5009	0.3292	0.5009	0.7077
No log	5.4773	482	0.5383	0.2099	0.5383	0.7337
No log	5.5	484	0.5637	0.1515	0.5637	0.7508
No log	5.5227	486	0.5168	0.3253	0.5168	0.7189
No log	5.5455	488	0.5038	0.4074	0.5038	0.7098
No log	5.5682	490	0.5050	0.3533	0.5050	0.7107
No log	5.5909	492	0.5051	0.3939	0.5051	0.7107
No log	5.6136	494	0.5172	0.3939	0.5172	0.7192
No log	5.6364	496	0.5224	0.3939	0.5224	0.7228
No log	5.6591	498	0.5508	0.4051	0.5508	0.7421
0.4152	5.6818	500	0.6238	0.3663	0.6238	0.7898
0.4152	5.7045	502	0.6779	0.3786	0.6779	0.8233
0.4152	5.7273	504	0.7222	0.2632	0.7222	0.8498
0.4152	5.75	506	0.6775	0.3744	0.6775	0.8231
0.4152	5.7727	508	0.6120	0.3561	0.6120	0.7823
0.4152	5.7955	510	0.5753	0.3561	0.5753	0.7585
0.4152	5.8182	512	0.5385	0.4105	0.5385	0.7339
0.4152	5.8409	514	0.5004	0.5145	0.5004	0.7074
0.4152	5.8636	516	0.5115	0.4350	0.5115	0.7152
0.4152	5.8864	518	0.4992	0.4023	0.4992	0.7066
0.4152	5.9091	520	0.4830	0.4353	0.4830	0.6950
0.4152	5.9318	522	0.4956	0.4023	0.4956	0.7040
0.4152	5.9545	524	0.5042	0.4023	0.5042	0.7101
0.4152	5.9773	526	0.4891	0.4012	0.4891	0.6993
0.4152	6.0	528	0.4982	0.3333	0.4982	0.7059
0.4152	6.0227	530	0.5298	0.3953	0.5298	0.7278
0.4152	6.0455	532	0.5198	0.4350	0.5198	0.7210
0.4152	6.0682	534	0.5009	0.4012	0.5009	0.7077
0.4152	6.0909	536	0.5678	0.4526	0.5678	0.7535
0.4152	6.1136	538	0.5845	0.4526	0.5845	0.7645
0.4152	6.1364	540	0.5351	0.3684	0.5351	0.7315
0.4152	6.1591	542	0.5083	0.3333	0.5083	0.7129
0.4152	6.1818	544	0.5436	0.3953	0.5436	0.7373
0.4152	6.2045	546	0.5663	0.3086	0.5663	0.7525
0.4152	6.2273	548	0.5217	0.3216	0.5217	0.7223
0.4152	6.25	550	0.5058	0.3580	0.5058	0.7112
0.4152	6.2727	552	0.5568	0.3829	0.5568	0.7462
0.4152	6.2955	554	0.5841	0.3898	0.5841	0.7642
0.4152	6.3182	556	0.5591	0.3829	0.5591	0.7477
0.4152	6.3409	558	0.5222	0.3412	0.5222	0.7227
0.4152	6.3636	560	0.5184	0.3216	0.5184	0.7200
0.4152	6.3864	562	0.5344	0.3563	0.5344	0.7311
0.4152	6.4091	564	0.5608	0.4043	0.5608	0.7489
0.4152	6.4318	566	0.5618	0.4043	0.5618	0.7495
0.4152	6.4545	568	0.5356	0.3216	0.5356	0.7319
0.4152	6.4773	570	0.5446	0.2626	0.5446	0.7380
0.4152	6.5	572	0.6574	0.2727	0.6574	0.8108
0.4152	6.5227	574	0.7379	0.2287	0.7379	0.8590
0.4152	6.5455	576	0.6914	0.2300	0.6914	0.8315
0.4152	6.5682	578	0.5802	0.3846	0.5802	0.7617
0.4152	6.5909	580	0.5034	0.3412	0.5034	0.7095
0.4152	6.6136	582	0.5670	0.3073	0.5670	0.7530
0.4152	6.6364	584	0.6230	0.2670	0.6230	0.7893
0.4152	6.6591	586	0.5774	0.2670	0.5774	0.7599
0.4152	6.6818	588	0.5103	0.4350	0.5103	0.7144
0.4152	6.7045	590	0.5129	0.3829	0.5129	0.7162
0.4152	6.7273	592	0.5310	0.3407	0.5310	0.7287
0.4152	6.75	594	0.5144	0.3295	0.5144	0.7172
0.4152	6.7727	596	0.5158	0.3295	0.5158	0.7182
0.4152	6.7955	598	0.5214	0.3295	0.5214	0.7221
0.4152	6.8182	600	0.5276	0.4023	0.5276	0.7264
0.4152	6.8409	602	0.5314	0.4023	0.5314	0.7290
0.4152	6.8636	604	0.5173	0.3295	0.5173	0.7192
0.4152	6.8864	606	0.5245	0.3778	0.5245	0.7242
0.4152	6.9091	608	0.5235	0.3778	0.5235	0.7235
0.4152	6.9318	610	0.5154	0.4012	0.5154	0.7179
0.4152	6.9545	612	0.5020	0.2857	0.5020	0.7085
0.4152	6.9773	614	0.5032	0.3216	0.5032	0.7094
0.4152	7.0	616	0.5147	0.4350	0.5147	0.7174
0.4152	7.0227	618	0.5364	0.3757	0.5364	0.7324
0.4152	7.0455	620	0.5613	0.3520	0.5613	0.7492
0.4152	7.0682	622	0.5579	0.3520	0.5579	0.7469
0.4152	7.0909	624	0.5195	0.4350	0.5195	0.7208
0.4152	7.1136	626	0.5049	0.3455	0.5049	0.7106
0.4152	7.1364	628	0.5267	0.4023	0.5267	0.7258
0.4152	7.1591	630	0.5323	0.4023	0.5323	0.7296
0.4152	7.1818	632	0.5113	0.3455	0.5113	0.7151
0.4152	7.2045	634	0.5222	0.3216	0.5222	0.7226
0.4152	7.2273	636	0.5582	0.3913	0.5582	0.7471
0.4152	7.25	638	0.5763	0.3913	0.5763	0.7592
0.4152	7.2727	640	0.5562	0.4157	0.5562	0.7458
0.4152	7.2955	642	0.5164	0.3216	0.5164	0.7186
0.4152	7.3182	644	0.5276	0.3446	0.5276	0.7264
0.4152	7.3409	646	0.5668	0.3978	0.5668	0.7529
0.4152	7.3636	648	0.5552	0.3978	0.5552	0.7451
0.4152	7.3864	650	0.5155	0.3735	0.5155	0.7180
0.4152	7.4091	652	0.4931	0.3455	0.4931	0.7022
0.4152	7.4318	654	0.5102	0.2393	0.5102	0.7143
0.4152	7.4545	656	0.5573	0.2832	0.5573	0.7466
0.4152	7.4773	658	0.5761	0.2832	0.5761	0.7590
0.4152	7.5	660	0.5459	0.2832	0.5459	0.7388
0.4152	7.5227	662	0.5023	0.3000	0.5023	0.7087
0.4152	7.5455	664	0.4966	0.3054	0.4966	0.7047
0.4152	7.5682	666	0.5212	0.4091	0.5212	0.7220
0.4152	7.5909	668	0.5217	0.4091	0.5217	0.7223
0.4152	7.6136	670	0.5091	0.3054	0.5091	0.7135
0.4152	7.6364	672	0.5013	0.2941	0.5013	0.7080
0.4152	7.6591	674	0.4954	0.2941	0.4954	0.7039
0.4152	7.6818	676	0.4979	0.3216	0.4979	0.7056
0.4152	7.7045	678	0.4987	0.3216	0.4987	0.7062
0.4152	7.7273	680	0.4978	0.3295	0.4978	0.7056
0.4152	7.75	682	0.5058	0.3371	0.5058	0.7112
0.4152	7.7727	684	0.5104	0.3333	0.5104	0.7144
0.4152	7.7955	686	0.5165	0.3446	0.5165	0.7187
0.4152	7.8182	688	0.5204	0.3488	0.5204	0.7214
0.4152	7.8409	690	0.5290	0.3369	0.5290	0.7273
0.4152	7.8636	692	0.5475	0.4573	0.5475	0.7400
0.4152	7.8864	694	0.5515	0.4694	0.5515	0.7426
0.4152	7.9091	696	0.5216	0.3488	0.5216	0.7222
0.4152	7.9318	698	0.5047	0.2370	0.5047	0.7104
0.4152	7.9545	700	0.5022	0.3216	0.5022	0.7087
0.4152	7.9773	702	0.4997	0.2370	0.4997	0.7069
0.4152	8.0	704	0.5048	0.3659	0.5048	0.7105
0.4152	8.0227	706	0.5113	0.4083	0.5113	0.7151
0.4152	8.0455	708	0.5188	0.3810	0.5188	0.7203
0.4152	8.0682	710	0.5157	0.4023	0.5157	0.7181
0.4152	8.0909	712	0.4986	0.4214	0.4986	0.7061
0.4152	8.1136	714	0.4883	0.3455	0.4883	0.6988
0.4152	8.1364	716	0.4970	0.4350	0.4970	0.7050
0.4152	8.1591	718	0.4989	0.4350	0.4989	0.7064
0.4152	8.1818	720	0.4931	0.3563	0.4931	0.7022
0.4152	8.2045	722	0.4971	0.3455	0.4971	0.7050
0.4152	8.2273	724	0.5074	0.4556	0.5074	0.7123
0.4152	8.25	726	0.5040	0.4556	0.5040	0.7099
0.4152	8.2727	728	0.5027	0.4556	0.5027	0.7090
0.4152	8.2955	730	0.5001	0.4556	0.5001	0.7072
0.4152	8.3182	732	0.5070	0.4556	0.5070	0.7120
0.4152	8.3409	734	0.5222	0.4413	0.5222	0.7226
0.4152	8.3636	736	0.5482	0.4118	0.5482	0.7404
0.4152	8.3864	738	0.5526	0.4229	0.5526	0.7433
0.4152	8.4091	740	0.5289	0.4783	0.5289	0.7273
0.4152	8.4318	742	0.5018	0.3829	0.5018	0.7084
0.4152	8.4545	744	0.4973	0.4350	0.4973	0.7052
0.4152	8.4773	746	0.5218	0.4409	0.5218	0.7224
0.4152	8.5	748	0.5524	0.4167	0.5524	0.7432
0.4152	8.5227	750	0.5564	0.3407	0.5564	0.7459
0.4152	8.5455	752	0.5368	0.4167	0.5368	0.7327
0.4152	8.5682	754	0.5062	0.4536	0.5062	0.7115
0.4152	8.5909	756	0.4846	0.3216	0.4846	0.6961
0.4152	8.6136	758	0.4924	0.4214	0.4924	0.7017
0.4152	8.6364	760	0.5165	0.4545	0.5165	0.7187
0.4152	8.6591	762	0.5314	0.4098	0.5314	0.7290
0.4152	8.6818	764	0.5231	0.4545	0.5231	0.7233
0.4152	8.7045	766	0.5025	0.4556	0.5025	0.7089
0.4152	8.7273	768	0.4931	0.4214	0.4931	0.7022
0.4152	8.75	770	0.4885	0.2857	0.4885	0.6990
0.4152	8.7727	772	0.4920	0.3563	0.4920	0.7014
0.4152	8.7955	774	0.5046	0.3778	0.5046	0.7104
0.4152	8.8182	776	0.5109	0.4536	0.5109	0.7148
0.4152	8.8409	778	0.5098	0.4536	0.5098	0.7140
0.4152	8.8636	780	0.5021	0.3778	0.5021	0.7086
0.4152	8.8864	782	0.4943	0.3778	0.4943	0.7030
0.4152	8.9091	784	0.4922	0.3563	0.4922	0.7016
0.4152	8.9318	786	0.4914	0.3216	0.4914	0.7010
0.4152	8.9545	788	0.4950	0.3455	0.4950	0.7036
0.4152	8.9773	790	0.5067	0.3446	0.5067	0.7119
0.4152	9.0	792	0.5197	0.4167	0.5197	0.7209
0.4152	9.0227	794	0.5191	0.4167	0.5191	0.7205
0.4152	9.0455	796	0.5084	0.3797	0.5084	0.7130
0.4152	9.0682	798	0.5013	0.3953	0.5013	0.7080
0.4152	9.0909	800	0.4971	0.3829	0.4971	0.7050
0.4152	9.1136	802	0.4904	0.3810	0.4904	0.7003
0.4152	9.1364	804	0.4902	0.4667	0.4902	0.7002
0.4152	9.1591	806	0.4961	0.4536	0.4961	0.7044
0.4152	9.1818	808	0.5059	0.4409	0.5059	0.7113
0.4152	9.2045	810	0.5181	0.4286	0.5181	0.7198
0.4152	9.2273	812	0.5296	0.4051	0.5296	0.7278
0.4152	9.25	814	0.5279	0.4051	0.5279	0.7266
0.4152	9.2727	816	0.5196	0.4286	0.5196	0.7208
0.4152	9.2955	818	0.5096	0.4286	0.5096	0.7138
0.4152	9.3182	820	0.5029	0.4536	0.5029	0.7091
0.4152	9.3409	822	0.4956	0.4536	0.4956	0.7040
0.4152	9.3636	824	0.4890	0.4667	0.4890	0.6993
0.4152	9.3864	826	0.4852	0.4483	0.4852	0.6966
0.4152	9.4091	828	0.4830	0.4152	0.4830	0.6950
0.4152	9.4318	830	0.4821	0.4152	0.4821	0.6943
0.4152	9.4545	832	0.4818	0.4152	0.4818	0.6941
0.4152	9.4773	834	0.4820	0.4152	0.4820	0.6943
0.4152	9.5	836	0.4824	0.4152	0.4824	0.6945
0.4152	9.5227	838	0.4826	0.4152	0.4826	0.6947
0.4152	9.5455	840	0.4826	0.4152	0.4826	0.6947
0.4152	9.5682	842	0.4832	0.3455	0.4832	0.6951
0.4152	9.5909	844	0.4846	0.3580	0.4846	0.6961
0.4152	9.6136	846	0.4869	0.3580	0.4869	0.6978
0.4152	9.6364	848	0.4877	0.3580	0.4877	0.6984
0.4152	9.6591	850	0.4877	0.3580	0.4877	0.6984
0.4152	9.6818	852	0.4880	0.3580	0.4880	0.6986
0.4152	9.7045	854	0.4876	0.3580	0.4876	0.6983
0.4152	9.7273	856	0.4864	0.3580	0.4864	0.6974
0.4152	9.75	858	0.4855	0.3455	0.4855	0.6968
0.4152	9.7727	860	0.4854	0.4152	0.4854	0.6967
0.4152	9.7955	862	0.4856	0.4152	0.4856	0.6968
0.4152	9.8182	864	0.4856	0.4152	0.4856	0.6969
0.4152	9.8409	866	0.4856	0.4152	0.4856	0.6968
0.4152	9.8636	868	0.4856	0.4152	0.4856	0.6969
0.4152	9.8864	870	0.4857	0.4152	0.4857	0.6969
0.4152	9.9091	872	0.4858	0.4152	0.4858	0.6970
0.4152	9.9318	874	0.4859	0.4152	0.4859	0.6971
0.4152	9.9545	876	0.4860	0.4152	0.4860	0.6972
0.4152	9.9773	878	0.4861	0.4152	0.4861	0.6972
0.4152	10.0	880	0.4862	0.4152	0.4862	0.6972

Framework versions

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