ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k14_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: 0.5244
• Qwk: 0.3171
• Mse: 0.5244
• Rmse: 0.7242

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	0.0244	2	3.1844	-0.0126	3.1844	1.7845
No log	0.0488	4	1.7615	-0.0130	1.7615	1.3272
No log	0.0732	6	1.3841	0.0255	1.3841	1.1765
No log	0.0976	8	1.6890	0.0438	1.6890	1.2996
No log	0.1220	10	1.3137	0.0255	1.3137	1.1462
No log	0.1463	12	0.6380	0.1884	0.6380	0.7987
No log	0.1707	14	0.6359	0.0388	0.6359	0.7975
No log	0.1951	16	0.9446	-0.0041	0.9446	0.9719
No log	0.2195	18	1.9820	-0.0909	1.9820	1.4079
No log	0.2439	20	2.3953	-0.0216	2.3953	1.5477
No log	0.2683	22	1.8150	-0.0327	1.8150	1.3472
No log	0.2927	24	1.1656	0.0	1.1656	1.0796
No log	0.3171	26	0.9443	0.0	0.9443	0.9718
No log	0.3415	28	0.9447	0.0	0.9447	0.9719
No log	0.3659	30	0.9087	0.0038	0.9087	0.9533
No log	0.3902	32	0.7956	0.0522	0.7956	0.8919
No log	0.4146	34	0.7908	0.0159	0.7908	0.8893
No log	0.4390	36	0.8446	0.0	0.8446	0.9190
No log	0.4634	38	0.8798	0.0	0.8798	0.9380
No log	0.4878	40	0.8764	0.0	0.8764	0.9362
No log	0.5122	42	0.8695	0.0	0.8695	0.9324
No log	0.5366	44	0.8799	-0.0268	0.8799	0.9380
No log	0.5610	46	0.9647	0.0	0.9647	0.9822
No log	0.5854	48	0.9715	0.0	0.9715	0.9857
No log	0.6098	50	1.0044	0.0	1.0044	1.0022
No log	0.6341	52	0.8673	0.0288	0.8673	0.9313
No log	0.6585	54	0.7456	0.0409	0.7456	0.8635
No log	0.6829	56	0.7150	-0.0196	0.7150	0.8456
No log	0.7073	58	0.7767	0.1667	0.7767	0.8813
No log	0.7317	60	0.7062	-0.0719	0.7062	0.8404
No log	0.7561	62	0.6690	-0.0370	0.6690	0.8179
No log	0.7805	64	0.6983	-0.1242	0.6983	0.8357
No log	0.8049	66	0.9308	0.0270	0.9308	0.9648
No log	0.8293	68	1.3064	-0.0226	1.3064	1.1430
No log	0.8537	70	1.3018	-0.0226	1.3018	1.1410
No log	0.8780	72	1.1292	0.0667	1.1292	1.0626
No log	0.9024	74	0.7652	0.0123	0.7652	0.8748
No log	0.9268	76	0.7051	-0.0068	0.7051	0.8397
No log	0.9512	78	0.8273	-0.0169	0.8273	0.9096
No log	0.9756	80	1.2047	0.0229	1.2047	1.0976
No log	1.0	82	1.5232	0.0241	1.5232	1.2342
No log	1.0244	84	1.2099	0.0476	1.2099	1.1000
No log	1.0488	86	0.7332	0.2239	0.7332	0.8563
No log	1.0732	88	0.5500	0.2308	0.5500	0.7416
No log	1.0976	90	0.5458	0.2683	0.5458	0.7388
No log	1.1220	92	0.5602	0.3333	0.5602	0.7484
No log	1.1463	94	0.9049	0.1515	0.9049	0.9512
No log	1.1707	96	0.9253	0.1055	0.9253	0.9619
No log	1.1951	98	0.6158	0.2965	0.6158	0.7847
No log	1.2195	100	0.5525	0.2184	0.5525	0.7433
No log	1.2439	102	0.6296	0.2457	0.6296	0.7935
No log	1.2683	104	0.5576	0.3367	0.5576	0.7467
No log	1.2927	106	0.8339	0.2203	0.8339	0.9132
No log	1.3171	108	0.7402	0.2423	0.7402	0.8603
No log	1.3415	110	0.7535	0.2348	0.7535	0.8680
No log	1.3659	112	0.5572	0.3478	0.5572	0.7465
No log	1.3902	114	0.7395	0.1429	0.7395	0.8599
No log	1.4146	116	1.0728	-0.0508	1.0728	1.0358
No log	1.4390	118	1.1038	0.0038	1.1038	1.0506
No log	1.4634	120	0.8585	0.0947	0.8585	0.9266
No log	1.4878	122	0.5179	0.3407	0.5179	0.7197
No log	1.5122	124	0.8571	0.1930	0.8571	0.9258
No log	1.5366	126	1.1871	0.0894	1.1871	1.0896
No log	1.5610	128	0.9956	0.1055	0.9956	0.9978
No log	1.5854	130	0.5812	0.2787	0.5812	0.7624
No log	1.6098	132	0.7780	0.1855	0.7780	0.8821
No log	1.6341	134	1.0382	0.1733	1.0382	1.0189
No log	1.6585	136	0.9491	0.2000	0.9491	0.9742
No log	1.6829	138	0.6730	0.1443	0.6730	0.8204
No log	1.7073	140	0.5774	0.2883	0.5774	0.7599
No log	1.7317	142	0.6667	0.2549	0.6667	0.8165
No log	1.7561	144	0.6181	0.2967	0.6181	0.7862
No log	1.7805	146	0.5607	0.3103	0.5607	0.7488
No log	1.8049	148	0.6768	0.1461	0.6768	0.8227
No log	1.8293	150	0.6996	0.1038	0.6996	0.8364
No log	1.8537	152	0.6240	0.1158	0.6240	0.7899
No log	1.8780	154	0.6937	0.3498	0.6937	0.8329
No log	1.9024	156	0.7525	0.1781	0.7525	0.8675
No log	1.9268	158	0.6347	0.3462	0.6347	0.7967
No log	1.9512	160	1.1009	0.2286	1.1009	1.0493
No log	1.9756	162	1.3952	0.1213	1.3952	1.1812
No log	2.0	164	1.4647	0.0984	1.4647	1.2102
No log	2.0244	166	1.2328	0.1458	1.2328	1.1103
No log	2.0488	168	0.9294	0.3307	0.9294	0.9640
No log	2.0732	170	0.8256	0.3633	0.8256	0.9086
No log	2.0976	172	0.8711	0.2459	0.8711	0.9333
No log	2.1220	174	0.8600	0.2450	0.8600	0.9273
No log	2.1463	176	0.8987	0.2269	0.8987	0.9480
No log	2.1707	178	0.7159	0.2300	0.7159	0.8461
No log	2.1951	180	0.6632	0.2464	0.6632	0.8144
No log	2.2195	182	0.8211	0.25	0.8211	0.9062
No log	2.2439	184	1.2945	0.0877	1.2945	1.1378
No log	2.2683	186	1.2554	0.0580	1.2554	1.1204
No log	2.2927	188	0.8091	0.2667	0.8091	0.8995
No log	2.3171	190	0.6849	0.1456	0.6849	0.8276
No log	2.3415	192	0.6473	0.1373	0.6473	0.8045
No log	2.3659	194	0.6246	0.1753	0.6246	0.7903
No log	2.3902	196	0.6041	0.2766	0.6041	0.7773
No log	2.4146	198	0.7556	0.2775	0.7556	0.8693
No log	2.4390	200	1.1232	0.1378	1.1232	1.0598
No log	2.4634	202	1.1742	0.0565	1.1742	1.0836
No log	2.4878	204	0.8380	0.2129	0.8380	0.9154
No log	2.5122	206	0.6986	0.2356	0.6986	0.8358
No log	2.5366	208	0.7368	0.3504	0.7368	0.8584
No log	2.5610	210	0.7006	0.3394	0.7006	0.8370
No log	2.5854	212	0.9254	0.2124	0.9254	0.9620
No log	2.6098	214	1.0132	0.2117	1.0132	1.0066
No log	2.6341	216	1.2031	0.1839	1.2031	1.0969
No log	2.6585	218	1.1408	0.2388	1.1408	1.0681
No log	2.6829	220	0.8737	0.2126	0.8737	0.9347
No log	2.7073	222	0.7579	0.2618	0.7579	0.8705
No log	2.7317	224	0.6579	0.1841	0.6579	0.8111
No log	2.7561	226	0.6449	0.1919	0.6449	0.8031
No log	2.7805	228	0.7685	0.2143	0.7685	0.8766
No log	2.8049	230	0.9248	0.2258	0.9248	0.9617
No log	2.8293	232	0.8478	0.2134	0.8478	0.9208
No log	2.8537	234	0.6138	0.24	0.6138	0.7834
No log	2.8780	236	0.7205	0.2871	0.7205	0.8488
No log	2.9024	238	0.7174	0.2563	0.7174	0.8470
No log	2.9268	240	0.6142	0.3010	0.6142	0.7837
No log	2.9512	242	0.8162	0.2469	0.8162	0.9035
No log	2.9756	244	1.2194	0.1724	1.2194	1.1043
No log	3.0	246	1.1699	0.2000	1.1699	1.0816
No log	3.0244	248	0.7776	0.2605	0.7776	0.8818
No log	3.0488	250	0.7096	0.3833	0.7096	0.8424
No log	3.0732	252	0.7526	0.2593	0.7526	0.8675
No log	3.0976	254	0.6914	0.3116	0.6914	0.8315
No log	3.1220	256	1.0748	0.2115	1.0748	1.0367
No log	3.1463	258	1.2621	0.1946	1.2621	1.1234
No log	3.1707	260	1.0964	0.2165	1.0964	1.0471
No log	3.1951	262	0.7548	0.1351	0.7548	0.8688
No log	3.2195	264	0.6271	0.2609	0.6271	0.7919
No log	3.2439	266	0.6406	0.3797	0.6406	0.8004
No log	3.2683	268	0.5821	0.3333	0.5821	0.7630
No log	3.2927	270	0.6718	0.1739	0.6718	0.8196
No log	3.3171	272	0.7812	0.1441	0.7812	0.8839
No log	3.3415	274	0.7330	0.1441	0.7330	0.8562
No log	3.3659	276	0.6250	0.3333	0.6250	0.7906
No log	3.3902	278	0.6106	0.3878	0.6106	0.7814
No log	3.4146	280	0.6506	0.3951	0.6506	0.8066
No log	3.4390	282	0.6313	0.3905	0.6313	0.7946
No log	3.4634	284	0.7650	0.2667	0.7650	0.8746
No log	3.4878	286	1.0078	0.2424	1.0078	1.0039
No log	3.5122	288	0.8716	0.2441	0.8716	0.9336
No log	3.5366	290	0.6158	0.2251	0.6158	0.7847
No log	3.5610	292	0.5666	0.3617	0.5666	0.7527
No log	3.5854	294	0.5668	0.2990	0.5668	0.7529
No log	3.6098	296	0.5357	0.3043	0.5357	0.7319
No log	3.6341	298	0.6477	0.3585	0.6477	0.8048
No log	3.6585	300	0.7500	0.3333	0.7500	0.8660
No log	3.6829	302	0.6764	0.3537	0.6764	0.8224
No log	3.7073	304	0.6872	0.3537	0.6872	0.8290
No log	3.7317	306	0.8777	0.2569	0.8777	0.9369
No log	3.7561	308	0.9127	0.2569	0.9127	0.9554
No log	3.7805	310	0.8930	0.2581	0.8930	0.9450
No log	3.8049	312	0.6764	0.3537	0.6764	0.8224
No log	3.8293	314	0.5198	0.2787	0.5198	0.7210
No log	3.8537	316	0.5155	0.2787	0.5155	0.7180
No log	3.8780	318	0.5698	0.3427	0.5698	0.7548
No log	3.9024	320	0.7654	0.2520	0.7654	0.8749
No log	3.9268	322	0.7769	0.2520	0.7769	0.8814
No log	3.9512	324	0.7003	0.2542	0.7003	0.8368
No log	3.9756	326	0.5657	0.4537	0.5657	0.7521
No log	4.0	328	0.5515	0.4654	0.5515	0.7426
No log	4.0244	330	0.6574	0.2442	0.6574	0.8108
No log	4.0488	332	0.7123	0.2479	0.7123	0.8440
No log	4.0732	334	0.6806	0.2442	0.6806	0.8250
No log	4.0976	336	0.5998	0.2453	0.5998	0.7744
No log	4.1220	338	0.6427	0.2442	0.6427	0.8017
No log	4.1463	340	0.7349	0.1786	0.7349	0.8572
No log	4.1707	342	0.7970	0.2450	0.7970	0.8927
No log	4.1951	344	0.6483	0.2442	0.6483	0.8052
No log	4.2195	346	0.5269	0.3831	0.5269	0.7259
No log	4.2439	348	0.5196	0.3831	0.5196	0.7208
No log	4.2683	350	0.6100	0.2442	0.6100	0.7810
No log	4.2927	352	0.7291	0.2531	0.7291	0.8539
No log	4.3171	354	0.7373	0.2531	0.7373	0.8586
No log	4.3415	356	0.5670	0.4027	0.5670	0.7530
No log	4.3659	358	0.5263	0.4737	0.5263	0.7255
No log	4.3902	360	0.6419	0.2838	0.6419	0.8012
No log	4.4146	362	0.8934	0.2327	0.8934	0.9452
No log	4.4390	364	0.8667	0.2327	0.8667	0.9309
No log	4.4634	366	0.7038	0.3162	0.7038	0.8389
No log	4.4878	368	0.6100	0.3305	0.6100	0.7810
No log	4.5122	370	0.5927	0.3363	0.5927	0.7699
No log	4.5366	372	0.5459	0.3301	0.5459	0.7389
No log	4.5610	374	0.5403	0.3367	0.5403	0.7350
No log	4.5854	376	0.5994	0.2744	0.5994	0.7742
No log	4.6098	378	0.6828	0.2775	0.6828	0.8263
No log	4.6341	380	0.6445	0.2744	0.6445	0.8028
No log	4.6585	382	0.6277	0.2744	0.6277	0.7922
No log	4.6829	384	0.6037	0.2381	0.6037	0.7770
No log	4.7073	386	0.6217	0.2381	0.6217	0.7885
No log	4.7317	388	0.6306	0.2077	0.6306	0.7941
No log	4.7561	390	0.6568	0.2077	0.6568	0.8104
No log	4.7805	392	0.6529	0.2077	0.6529	0.8080
No log	4.8049	394	0.6308	0.2897	0.6308	0.7943
No log	4.8293	396	0.5904	0.4171	0.5904	0.7684
No log	4.8537	398	0.5939	0.4286	0.5939	0.7707
No log	4.8780	400	0.6420	0.4167	0.6420	0.8012
No log	4.9024	402	0.6436	0.4462	0.6436	0.8022
No log	4.9268	404	0.6015	0.3520	0.6015	0.7756
No log	4.9512	406	0.6511	0.2607	0.6511	0.8069
No log	4.9756	408	0.7192	0.2074	0.7192	0.8480
No log	5.0	410	0.6975	0.2372	0.6975	0.8352
No log	5.0244	412	0.6392	0.2000	0.6392	0.7995
No log	5.0488	414	0.5962	0.1285	0.5962	0.7721
No log	5.0732	416	0.5925	0.2857	0.5925	0.7697
No log	5.0976	418	0.5971	0.2857	0.5971	0.7727
No log	5.1220	420	0.6019	0.2090	0.6019	0.7758
No log	5.1463	422	0.6644	0.2315	0.6644	0.8151
No log	5.1707	424	0.7040	0.2646	0.7040	0.8390
No log	5.1951	426	0.6401	0.3488	0.6401	0.8001
No log	5.2195	428	0.6320	0.2963	0.6320	0.7950
No log	5.2439	430	0.6722	0.3128	0.6722	0.8199
No log	5.2683	432	0.7066	0.2646	0.7066	0.8406
No log	5.2927	434	0.6765	0.2646	0.6765	0.8225
No log	5.3171	436	0.5859	0.25	0.5859	0.7655
No log	5.3415	438	0.5722	0.2444	0.5722	0.7564
No log	5.3659	440	0.5872	0.2258	0.5872	0.7663
No log	5.3902	442	0.6629	0.2453	0.6629	0.8142
No log	5.4146	444	0.7615	0.2140	0.7615	0.8726
No log	5.4390	446	0.8164	0.2450	0.8164	0.9035
No log	5.4634	448	0.8462	0.2450	0.8462	0.9199
No log	5.4878	450	0.7787	0.2743	0.7787	0.8825
No log	5.5122	452	0.7445	0.2743	0.7445	0.8629
No log	5.5366	454	0.6381	0.2300	0.6381	0.7988
No log	5.5610	456	0.5943	0.2607	0.5943	0.7709
No log	5.5854	458	0.5736	0.2965	0.5736	0.7574
No log	5.6098	460	0.5911	0.2607	0.5911	0.7688
No log	5.6341	462	0.5938	0.2308	0.5938	0.7706
No log	5.6585	464	0.5805	0.2308	0.5805	0.7619
No log	5.6829	466	0.6351	0.2453	0.6351	0.7969
No log	5.7073	468	0.7688	0.2554	0.7688	0.8768
No log	5.7317	470	0.7534	0.2554	0.7534	0.8680
No log	5.7561	472	0.6320	0.2442	0.6320	0.7950
No log	5.7805	474	0.5756	0.3010	0.5756	0.7587
No log	5.8049	476	0.6033	0.3274	0.6033	0.7767
No log	5.8293	478	0.6477	0.2961	0.6477	0.8048
No log	5.8537	480	0.6883	0.2759	0.6883	0.8296
No log	5.8780	482	0.6555	0.2941	0.6555	0.8096
No log	5.9024	484	0.5884	0.3886	0.5884	0.7671
No log	5.9268	486	0.5782	0.4138	0.5782	0.7604
No log	5.9512	488	0.6946	0.3058	0.6946	0.8334
No log	5.9756	490	0.9326	0.3226	0.9326	0.9657
No log	6.0	492	0.9427	0.3226	0.9427	0.9709
No log	6.0244	494	0.7607	0.3220	0.7607	0.8722
No log	6.0488	496	0.6202	0.3950	0.6202	0.7875
No log	6.0732	498	0.5844	0.3722	0.5844	0.7644
0.4359	6.0976	500	0.6145	0.3128	0.6145	0.7839
0.4359	6.1220	502	0.7098	0.3220	0.7098	0.8425
0.4359	6.1463	504	0.6918	0.3333	0.6918	0.8318
0.4359	6.1707	506	0.5977	0.2077	0.5977	0.7731
0.4359	6.1951	508	0.5097	0.2663	0.5097	0.7139
0.4359	6.2195	510	0.4975	0.3927	0.4975	0.7054
0.4359	6.2439	512	0.5011	0.3927	0.5011	0.7079
0.4359	6.2683	514	0.4996	0.3882	0.4996	0.7069
0.4359	6.2927	516	0.5633	0.2986	0.5633	0.7506
0.4359	6.3171	518	0.6791	0.3080	0.6791	0.8240
0.4359	6.3415	520	0.8300	0.3306	0.8300	0.9110
0.4359	6.3659	522	0.8790	0.2627	0.8790	0.9376
0.4359	6.3902	524	0.8135	0.3021	0.8135	0.9019
0.4359	6.4146	526	0.6773	0.25	0.6773	0.8230
0.4359	6.4390	528	0.5785	0.2079	0.5785	0.7606
0.4359	6.4634	530	0.5150	0.4286	0.5150	0.7176
0.4359	6.4878	532	0.5130	0.4639	0.5130	0.7162
0.4359	6.5122	534	0.5607	0.2390	0.5607	0.7488
0.4359	6.5366	536	0.6288	0.2793	0.6288	0.7930
0.4359	6.5610	538	0.6424	0.2877	0.6424	0.8015
0.4359	6.5854	540	0.6040	0.2453	0.6040	0.7772
0.4359	6.6098	542	0.5297	0.3131	0.5297	0.7278
0.4359	6.6341	544	0.4831	0.4220	0.4831	0.6950
0.4359	6.6585	546	0.4822	0.4152	0.4822	0.6944
0.4359	6.6829	548	0.4872	0.4220	0.4872	0.6980
0.4359	6.7073	550	0.4970	0.4012	0.4970	0.7050
0.4359	6.7317	552	0.5172	0.2809	0.5172	0.7192
0.4359	6.7561	554	0.5311	0.3617	0.5311	0.7288
0.4359	6.7805	556	0.5538	0.24	0.5538	0.7442
0.4359	6.8049	558	0.5691	0.3722	0.5691	0.7544
0.4359	6.8293	560	0.5820	0.3684	0.5820	0.7629
0.4359	6.8537	562	0.5919	0.3991	0.5919	0.7694
0.4359	6.8780	564	0.5988	0.3991	0.5988	0.7738
0.4359	6.9024	566	0.6189	0.3702	0.6189	0.7867
0.4359	6.9268	568	0.6480	0.3103	0.6480	0.8050
0.4359	6.9512	570	0.6243	0.3103	0.6243	0.7901
0.4359	6.9756	572	0.6043	0.3739	0.6043	0.7774
0.4359	7.0	574	0.6124	0.2793	0.6124	0.7826
0.4359	7.0244	576	0.6092	0.2442	0.6092	0.7805
0.4359	7.0488	578	0.6230	0.2775	0.6230	0.7893
0.4359	7.0732	580	0.6216	0.2775	0.6216	0.7884
0.4359	7.0976	582	0.5880	0.2442	0.5880	0.7668
0.4359	7.1220	584	0.5304	0.2432	0.5304	0.7283
0.4359	7.1463	586	0.5130	0.2707	0.5130	0.7163
0.4359	7.1707	588	0.4911	0.3446	0.4911	0.7008
0.4359	7.1951	590	0.4873	0.4222	0.4873	0.6981
0.4359	7.2195	592	0.4887	0.4222	0.4887	0.6991
0.4359	7.2439	594	0.4911	0.4222	0.4911	0.7008
0.4359	7.2683	596	0.4925	0.4409	0.4925	0.7018
0.4359	7.2927	598	0.5140	0.3369	0.5140	0.7169
0.4359	7.3171	600	0.5935	0.2442	0.5935	0.7704
0.4359	7.3415	602	0.7254	0.2821	0.7254	0.8517
0.4359	7.3659	604	0.7676	0.2459	0.7676	0.8761
0.4359	7.3902	606	0.7075	0.2821	0.7075	0.8411
0.4359	7.4146	608	0.5966	0.3103	0.5966	0.7724
0.4359	7.4390	610	0.5150	0.3862	0.5150	0.7177
0.4359	7.4634	612	0.4968	0.4468	0.4968	0.7048
0.4359	7.4878	614	0.5005	0.4105	0.5005	0.7075
0.4359	7.5122	616	0.5200	0.3878	0.5200	0.7211
0.4359	7.5366	618	0.5484	0.3462	0.5484	0.7405
0.4359	7.5610	620	0.5811	0.2811	0.5811	0.7623
0.4359	7.5854	622	0.6320	0.3080	0.6320	0.7950
0.4359	7.6098	624	0.6724	0.3080	0.6724	0.8200
0.4359	7.6341	626	0.6684	0.3080	0.6684	0.8176
0.4359	7.6585	628	0.6217	0.3080	0.6217	0.7885
0.4359	7.6829	630	0.5499	0.3303	0.5499	0.7416
0.4359	7.7073	632	0.5118	0.3684	0.5118	0.7154
0.4359	7.7317	634	0.5081	0.4455	0.5081	0.7128
0.4359	7.7561	636	0.5061	0.4455	0.5061	0.7114
0.4359	7.7805	638	0.5135	0.4	0.5135	0.7166
0.4359	7.8049	640	0.5445	0.2661	0.5445	0.7379
0.4359	7.8293	642	0.5921	0.3103	0.5921	0.7695
0.4359	7.8537	644	0.6019	0.3080	0.6019	0.7758
0.4359	7.8780	646	0.5686	0.2793	0.5686	0.7540
0.4359	7.9024	648	0.5333	0.2676	0.5333	0.7302
0.4359	7.9268	650	0.5008	0.4343	0.5008	0.7077
0.4359	7.9512	652	0.4926	0.4732	0.4926	0.7019
0.4359	7.9756	654	0.4910	0.4667	0.4910	0.7007
0.4359	8.0	656	0.4915	0.4667	0.4915	0.7011
0.4359	8.0244	658	0.5001	0.4930	0.5001	0.7072
0.4359	8.0488	660	0.5381	0.3091	0.5381	0.7335
0.4359	8.0732	662	0.5642	0.2793	0.5642	0.7511
0.4359	8.0976	664	0.5557	0.2793	0.5557	0.7454
0.4359	8.1220	666	0.5212	0.3365	0.5212	0.7220
0.4359	8.1463	668	0.4976	0.4010	0.4976	0.7054
0.4359	8.1707	670	0.4891	0.4343	0.4891	0.6993
0.4359	8.1951	672	0.4906	0.3333	0.4906	0.7004
0.4359	8.2195	674	0.4971	0.2577	0.4971	0.7051
0.4359	8.2439	676	0.5038	0.2821	0.5038	0.7098
0.4359	8.2683	678	0.5032	0.2421	0.5032	0.7093
0.4359	8.2927	680	0.5154	0.2893	0.5154	0.7179
0.4359	8.3171	682	0.5330	0.2453	0.5330	0.7300
0.4359	8.3415	684	0.5434	0.2442	0.5434	0.7371
0.4359	8.3659	686	0.5497	0.2442	0.5497	0.7414
0.4359	8.3902	688	0.5436	0.2442	0.5436	0.7373
0.4359	8.4146	690	0.5322	0.2442	0.5322	0.7295
0.4359	8.4390	692	0.5188	0.3462	0.5188	0.7203
0.4359	8.4634	694	0.5137	0.3744	0.5137	0.7167
0.4359	8.4878	696	0.5105	0.3744	0.5105	0.7145
0.4359	8.5122	698	0.4946	0.3433	0.4946	0.7033
0.4359	8.5366	700	0.4904	0.3623	0.4904	0.7003
0.4359	8.5610	702	0.4963	0.3433	0.4963	0.7045
0.4359	8.5854	704	0.5205	0.2871	0.5205	0.7214
0.4359	8.6098	706	0.5384	0.2453	0.5384	0.7337
0.4359	8.6341	708	0.5571	0.2793	0.5571	0.7464
0.4359	8.6585	710	0.5686	0.2793	0.5686	0.7540
0.4359	8.6829	712	0.5545	0.2793	0.5545	0.7447
0.4359	8.7073	714	0.5324	0.2871	0.5324	0.7296
0.4359	8.7317	716	0.5191	0.2893	0.5191	0.7205
0.4359	8.7561	718	0.5079	0.3498	0.5079	0.7127
0.4359	8.7805	720	0.4996	0.3161	0.4996	0.7068
0.4359	8.8049	722	0.4870	0.3016	0.4870	0.6978
0.4359	8.8293	724	0.4821	0.3016	0.4821	0.6943
0.4359	8.8537	726	0.4833	0.3016	0.4833	0.6952
0.4359	8.8780	728	0.4868	0.3016	0.4868	0.6977
0.4359	8.9024	730	0.4940	0.3118	0.4940	0.7028
0.4359	8.9268	732	0.4975	0.3161	0.4975	0.7054
0.4359	8.9512	734	0.4956	0.3433	0.4956	0.7040
0.4359	8.9756	736	0.5005	0.3786	0.5005	0.7075
0.4359	9.0	738	0.5113	0.3200	0.5113	0.7151
0.4359	9.0244	740	0.5299	0.3091	0.5299	0.7279
0.4359	9.0488	742	0.5474	0.2811	0.5474	0.7399
0.4359	9.0732	744	0.5532	0.2793	0.5532	0.7438
0.4359	9.0976	746	0.5512	0.2793	0.5512	0.7424
0.4359	9.1220	748	0.5372	0.3091	0.5372	0.7329
0.4359	9.1463	750	0.5169	0.3744	0.5169	0.7189
0.4359	9.1707	752	0.4996	0.4605	0.4996	0.7068
0.4359	9.1951	754	0.4871	0.4178	0.4871	0.6979
0.4359	9.2195	756	0.4833	0.4563	0.4833	0.6952
0.4359	9.2439	758	0.4839	0.4563	0.4839	0.6956
0.4359	9.2683	760	0.4873	0.3951	0.4873	0.6981
0.4359	9.2927	762	0.4961	0.4286	0.4961	0.7043
0.4359	9.3171	764	0.5084	0.3433	0.5084	0.7130
0.4359	9.3415	766	0.5154	0.3498	0.5154	0.7179
0.4359	9.3659	768	0.5200	0.3498	0.5200	0.7211
0.4359	9.3902	770	0.5240	0.3200	0.5240	0.7239
0.4359	9.4146	772	0.5313	0.3171	0.5313	0.7289
0.4359	9.4390	774	0.5328	0.3171	0.5328	0.7299
0.4359	9.4634	776	0.5327	0.3171	0.5327	0.7298
0.4359	9.4878	778	0.5264	0.3200	0.5264	0.7255
0.4359	9.5122	780	0.5220	0.2821	0.5220	0.7225
0.4359	9.5366	782	0.5214	0.2727	0.5214	0.7221
0.4359	9.5610	784	0.5240	0.3200	0.5240	0.7239
0.4359	9.5854	786	0.5284	0.3171	0.5284	0.7269
0.4359	9.6098	788	0.5318	0.3171	0.5318	0.7293
0.4359	9.6341	790	0.5328	0.3171	0.5328	0.7299
0.4359	9.6585	792	0.5326	0.3171	0.5326	0.7298
0.4359	9.6829	794	0.5327	0.3171	0.5327	0.7299
0.4359	9.7073	796	0.5370	0.3143	0.5370	0.7328
0.4359	9.7317	798	0.5400	0.2744	0.5400	0.7348
0.4359	9.7561	800	0.5433	0.2744	0.5433	0.7371
0.4359	9.7805	802	0.5420	0.2744	0.5420	0.7362
0.4359	9.8049	804	0.5376	0.3143	0.5376	0.7332
0.4359	9.8293	806	0.5329	0.3143	0.5329	0.7300
0.4359	9.8537	808	0.5285	0.3171	0.5285	0.7270
0.4359	9.8780	810	0.5264	0.3171	0.5264	0.7255
0.4359	9.9024	812	0.5248	0.3171	0.5248	0.7245
0.4359	9.9268	814	0.5249	0.3171	0.5249	0.7245
0.4359	9.9512	816	0.5249	0.3171	0.5249	0.7245
0.4359	9.9756	818	0.5245	0.3171	0.5245	0.7242
0.4359	10.0	820	0.5244	0.3171	0.5244	0.7242

Framework versions

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