ArabicNewSplits5_FineTuningAraBERT_run3_AugV5_k20_task5_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: 0.7570
• Qwk: 0.7034
• Mse: 0.7570
• Rmse: 0.8701

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	0.0215	2	2.3253	-0.0202	2.3253	1.5249
No log	0.0430	4	1.7086	0.0621	1.7086	1.3071
No log	0.0645	6	1.5905	0.0784	1.5905	1.2611
No log	0.0860	8	1.4532	0.1051	1.4532	1.2055
No log	0.1075	10	1.3327	0.1951	1.3327	1.1544
No log	0.1290	12	1.3222	0.2198	1.3222	1.1499
No log	0.1505	14	1.4326	0.2225	1.4326	1.1969
No log	0.1720	16	1.3254	0.1959	1.3254	1.1513
No log	0.1935	18	1.2713	0.2359	1.2713	1.1275
No log	0.2151	20	1.2679	0.2658	1.2679	1.1260
No log	0.2366	22	1.2814	0.2535	1.2814	1.1320
No log	0.2581	24	1.3180	0.3006	1.3180	1.1480
No log	0.2796	26	1.4197	0.2558	1.4197	1.1915
No log	0.3011	28	1.6161	0.2297	1.6161	1.2713
No log	0.3226	30	1.9234	0.1492	1.9234	1.3869
No log	0.3441	32	1.8477	0.1392	1.8477	1.3593
No log	0.3656	34	1.4335	0.2533	1.4335	1.1973
No log	0.3871	36	1.2489	0.3046	1.2489	1.1175
No log	0.4086	38	1.1765	0.3273	1.1765	1.0847
No log	0.4301	40	1.1400	0.3587	1.1400	1.0677
No log	0.4516	42	1.1284	0.2497	1.1284	1.0622
No log	0.4731	44	1.1465	0.2485	1.1465	1.0707
No log	0.4946	46	1.1321	0.3322	1.1321	1.0640
No log	0.5161	48	1.1260	0.4113	1.1260	1.0611
No log	0.5376	50	1.1097	0.4131	1.1097	1.0534
No log	0.5591	52	1.0280	0.5031	1.0280	1.0139
No log	0.5806	54	1.0153	0.4956	1.0153	1.0076
No log	0.6022	56	1.0025	0.5321	1.0025	1.0012
No log	0.6237	58	1.1112	0.5346	1.1112	1.0541
No log	0.6452	60	1.5675	0.4316	1.5675	1.2520
No log	0.6667	62	1.4314	0.4660	1.4314	1.1964
No log	0.6882	64	1.0753	0.5522	1.0753	1.0370
No log	0.7097	66	1.0224	0.4610	1.0224	1.0111
No log	0.7312	68	1.0609	0.4306	1.0609	1.0300
No log	0.7527	70	1.1543	0.4110	1.1543	1.0744
No log	0.7742	72	1.1064	0.4219	1.1064	1.0519
No log	0.7957	74	0.9406	0.5069	0.9406	0.9698
No log	0.8172	76	0.8280	0.5484	0.8280	0.9100
No log	0.8387	78	0.8052	0.5922	0.8052	0.8974
No log	0.8602	80	0.8353	0.5911	0.8353	0.9139
No log	0.8817	82	0.9058	0.5799	0.9058	0.9518
No log	0.9032	84	0.9854	0.5692	0.9854	0.9927
No log	0.9247	86	0.9013	0.5604	0.9013	0.9494
No log	0.9462	88	0.7798	0.6244	0.7798	0.8831
No log	0.9677	90	0.7575	0.6171	0.7575	0.8703
No log	0.9892	92	0.7563	0.6200	0.7563	0.8696
No log	1.0108	94	0.8073	0.6230	0.8073	0.8985
No log	1.0323	96	0.8998	0.6101	0.8998	0.9486
No log	1.0538	98	0.8815	0.6045	0.8815	0.9389
No log	1.0753	100	0.7947	0.6269	0.7947	0.8915
No log	1.0968	102	0.7847	0.6089	0.7847	0.8858
No log	1.1183	104	0.7737	0.6556	0.7737	0.8796
No log	1.1398	106	0.7661	0.6768	0.7661	0.8753
No log	1.1613	108	0.8318	0.6702	0.8318	0.9120
No log	1.1828	110	0.9347	0.6318	0.9347	0.9668
No log	1.2043	112	0.9202	0.6354	0.9202	0.9593
No log	1.2258	114	0.7713	0.6479	0.7713	0.8782
No log	1.2473	116	0.7129	0.6323	0.7129	0.8444
No log	1.2688	118	0.7664	0.5856	0.7664	0.8755
No log	1.2903	120	0.7548	0.5903	0.7548	0.8688
No log	1.3118	122	0.7347	0.6521	0.7347	0.8572
No log	1.3333	124	0.8777	0.6650	0.8777	0.9369
No log	1.3548	126	1.1135	0.6187	1.1135	1.0552
No log	1.3763	128	1.1338	0.5942	1.1338	1.0648
No log	1.3978	130	0.9568	0.6594	0.9568	0.9782
No log	1.4194	132	0.8183	0.6694	0.8183	0.9046
No log	1.4409	134	0.7975	0.6439	0.7975	0.8930
No log	1.4624	136	0.8263	0.6408	0.8263	0.9090
No log	1.4839	138	0.8537	0.6331	0.8537	0.9240
No log	1.5054	140	0.8508	0.6259	0.8508	0.9224
No log	1.5269	142	0.8674	0.6204	0.8674	0.9314
No log	1.5484	144	0.8635	0.6290	0.8635	0.9292
No log	1.5699	146	0.9354	0.6292	0.9354	0.9672
No log	1.5914	148	1.0680	0.6545	1.0680	1.0335
No log	1.6129	150	1.0953	0.6457	1.0953	1.0466
No log	1.6344	152	1.1456	0.6443	1.1456	1.0703
No log	1.6559	154	1.0867	0.6313	1.0867	1.0424
No log	1.6774	156	1.0448	0.6373	1.0448	1.0221
No log	1.6989	158	0.9777	0.6338	0.9777	0.9888
No log	1.7204	160	0.8126	0.6654	0.8126	0.9015
No log	1.7419	162	0.7711	0.6541	0.7711	0.8781
No log	1.7634	164	0.8017	0.6055	0.8017	0.8954
No log	1.7849	166	0.7764	0.6027	0.7764	0.8811
No log	1.8065	168	0.7748	0.6389	0.7748	0.8802
No log	1.8280	170	0.9867	0.6538	0.9867	0.9933
No log	1.8495	172	1.1075	0.6469	1.1075	1.0524
No log	1.8710	174	0.9776	0.6486	0.9776	0.9887
No log	1.8925	176	0.7739	0.6643	0.7739	0.8797
No log	1.9140	178	0.7425	0.6559	0.7425	0.8617
No log	1.9355	180	0.7339	0.6729	0.7339	0.8567
No log	1.9570	182	0.7426	0.6796	0.7426	0.8617
No log	1.9785	184	0.8807	0.6885	0.8807	0.9384
No log	2.0	186	1.2461	0.5763	1.2461	1.1163
No log	2.0215	188	1.4124	0.5644	1.4124	1.1885
No log	2.0430	190	1.3373	0.5762	1.3373	1.1564
No log	2.0645	192	1.0085	0.6265	1.0085	1.0043
No log	2.0860	194	0.7761	0.6541	0.7761	0.8810
No log	2.1075	196	0.7215	0.6874	0.7215	0.8494
No log	2.1290	198	0.7243	0.6750	0.7243	0.8511
No log	2.1505	200	0.7591	0.6508	0.7591	0.8712
No log	2.1720	202	0.8717	0.6147	0.8717	0.9336
No log	2.1935	204	0.9597	0.6186	0.9597	0.9796
No log	2.2151	206	1.0010	0.6158	1.0010	1.0005
No log	2.2366	208	1.0133	0.6432	1.0133	1.0066
No log	2.2581	210	0.9374	0.6641	0.9374	0.9682
No log	2.2796	212	0.8657	0.6612	0.8657	0.9304
No log	2.3011	214	0.8622	0.6609	0.8622	0.9286
No log	2.3226	216	0.9142	0.6454	0.9142	0.9561
No log	2.3441	218	0.9967	0.6390	0.9967	0.9983
No log	2.3656	220	1.0112	0.6147	1.0112	1.0056
No log	2.3871	222	0.9494	0.6426	0.9494	0.9744
No log	2.4086	224	0.9028	0.6390	0.9028	0.9501
No log	2.4301	226	0.8747	0.6647	0.8747	0.9353
No log	2.4516	228	0.8267	0.6616	0.8267	0.9092
No log	2.4731	230	0.7843	0.6523	0.7843	0.8856
No log	2.4946	232	0.7379	0.6527	0.7379	0.8590
No log	2.5161	234	0.7277	0.6743	0.7277	0.8531
No log	2.5376	236	0.7547	0.6974	0.7547	0.8688
No log	2.5591	238	0.8562	0.6554	0.8562	0.9253
No log	2.5806	240	1.1138	0.6130	1.1138	1.0554
No log	2.6022	242	1.2280	0.5948	1.2280	1.1082
No log	2.6237	244	1.1537	0.6043	1.1537	1.0741
No log	2.6452	246	0.9322	0.6260	0.9322	0.9655
No log	2.6667	248	0.7256	0.6661	0.7256	0.8518
No log	2.6882	250	0.6827	0.6901	0.6827	0.8263
No log	2.7097	252	0.6861	0.6901	0.6861	0.8283
No log	2.7312	254	0.6737	0.6878	0.6737	0.8208
No log	2.7527	256	0.6875	0.6896	0.6875	0.8292
No log	2.7742	258	0.7604	0.6565	0.7604	0.8720
No log	2.7957	260	0.8383	0.6821	0.8383	0.9156
No log	2.8172	262	0.8246	0.6909	0.8246	0.9081
No log	2.8387	264	0.7495	0.7006	0.7495	0.8657
No log	2.8602	266	0.7335	0.6873	0.7335	0.8564
No log	2.8817	268	0.7932	0.6804	0.7932	0.8906
No log	2.9032	270	0.9188	0.6812	0.9188	0.9585
No log	2.9247	272	0.9195	0.6812	0.9195	0.9589
No log	2.9462	274	0.8166	0.6678	0.8166	0.9037
No log	2.9677	276	0.7470	0.6799	0.7470	0.8643
No log	2.9892	278	0.6907	0.6692	0.6907	0.8311
No log	3.0108	280	0.6690	0.6447	0.6690	0.8179
No log	3.0323	282	0.6575	0.6556	0.6575	0.8108
No log	3.0538	284	0.6552	0.6577	0.6552	0.8095
No log	3.0753	286	0.6570	0.6556	0.6570	0.8106
No log	3.0968	288	0.6892	0.6563	0.6892	0.8302
No log	3.1183	290	0.7490	0.6715	0.7490	0.8654
No log	3.1398	292	0.8255	0.6444	0.8255	0.9086
No log	3.1613	294	0.7983	0.6523	0.7983	0.8935
No log	3.1828	296	0.7212	0.6695	0.7212	0.8492
No log	3.2043	298	0.6878	0.6820	0.6878	0.8293
No log	3.2258	300	0.6916	0.7031	0.6916	0.8316
No log	3.2473	302	0.7477	0.7244	0.7477	0.8647
No log	3.2688	304	0.7800	0.7067	0.7800	0.8832
No log	3.2903	306	0.8190	0.7149	0.8190	0.9050
No log	3.3118	308	0.8931	0.6927	0.8931	0.9451
No log	3.3333	310	0.8566	0.7035	0.8566	0.9255
No log	3.3548	312	0.8490	0.6881	0.8490	0.9214
No log	3.3763	314	0.7946	0.6900	0.7946	0.8914
No log	3.3978	316	0.7114	0.7030	0.7114	0.8435
No log	3.4194	318	0.6813	0.7353	0.6813	0.8254
No log	3.4409	320	0.7266	0.7054	0.7266	0.8524
No log	3.4624	322	0.8292	0.6882	0.8292	0.9106
No log	3.4839	324	0.8546	0.6624	0.8546	0.9244
No log	3.5054	326	0.7911	0.6833	0.7911	0.8894
No log	3.5269	328	0.6973	0.7140	0.6973	0.8350
No log	3.5484	330	0.6639	0.7262	0.6639	0.8148
No log	3.5699	332	0.6921	0.7211	0.6921	0.8319
No log	3.5914	334	0.7605	0.7064	0.7605	0.8721
No log	3.6129	336	0.8984	0.6711	0.8984	0.9479
No log	3.6344	338	0.9862	0.6581	0.9862	0.9931
No log	3.6559	340	1.0080	0.6581	1.0080	1.0040
No log	3.6774	342	0.8921	0.6824	0.8921	0.9445
No log	3.6989	344	0.7787	0.7143	0.7787	0.8824
No log	3.7204	346	0.7469	0.7159	0.7469	0.8642
No log	3.7419	348	0.7250	0.7198	0.7250	0.8515
No log	3.7634	350	0.7089	0.7033	0.7089	0.8419
No log	3.7849	352	0.7279	0.6882	0.7279	0.8532
No log	3.8065	354	0.7662	0.7050	0.7662	0.8753
No log	3.8280	356	0.7998	0.6861	0.7998	0.8943
No log	3.8495	358	0.8610	0.6670	0.8610	0.9279
No log	3.8710	360	0.8896	0.6398	0.8896	0.9432
No log	3.8925	362	0.8369	0.6907	0.8369	0.9148
No log	3.9140	364	0.7214	0.7146	0.7214	0.8493
No log	3.9355	366	0.6375	0.7135	0.6375	0.7984
No log	3.9570	368	0.6190	0.7036	0.6190	0.7868
No log	3.9785	370	0.6232	0.7115	0.6232	0.7894
No log	4.0	372	0.6516	0.7270	0.6516	0.8072
No log	4.0215	374	0.7420	0.7141	0.7420	0.8614
No log	4.0430	376	0.8614	0.6513	0.8614	0.9281
No log	4.0645	378	0.9005	0.6376	0.9005	0.9490
No log	4.0860	380	0.8672	0.6697	0.8672	0.9313
No log	4.1075	382	0.7823	0.7042	0.7823	0.8845
No log	4.1290	384	0.6862	0.7349	0.6862	0.8284
No log	4.1505	386	0.6509	0.7302	0.6509	0.8068
No log	4.1720	388	0.6661	0.7364	0.6661	0.8162
No log	4.1935	390	0.7205	0.7185	0.7205	0.8488
No log	4.2151	392	0.7800	0.7054	0.7800	0.8832
No log	4.2366	394	0.8754	0.6639	0.8754	0.9356
No log	4.2581	396	0.8938	0.6647	0.8938	0.9454
No log	4.2796	398	0.8283	0.6867	0.8283	0.9101
No log	4.3011	400	0.7412	0.7385	0.7412	0.8609
No log	4.3226	402	0.7054	0.7525	0.7054	0.8399
No log	4.3441	404	0.7413	0.7658	0.7413	0.8610
No log	4.3656	406	0.7960	0.7118	0.7960	0.8922
No log	4.3871	408	0.9196	0.6639	0.9196	0.9590
No log	4.4086	410	0.9222	0.6528	0.9222	0.9603
No log	4.4301	412	0.8377	0.6920	0.8377	0.9152
No log	4.4516	414	0.7568	0.7222	0.7568	0.8699
No log	4.4731	416	0.7476	0.7162	0.7476	0.8647
No log	4.4946	418	0.7939	0.7316	0.7939	0.8910
No log	4.5161	420	0.8932	0.6656	0.8932	0.9451
No log	4.5376	422	0.9466	0.6611	0.9466	0.9730
No log	4.5591	424	0.9685	0.6559	0.9685	0.9841
No log	4.5806	426	1.0113	0.6581	1.0113	1.0056
No log	4.6022	428	0.9624	0.6502	0.9624	0.9810
No log	4.6237	430	0.8593	0.6530	0.8593	0.9270
No log	4.6452	432	0.8440	0.6621	0.8440	0.9187
No log	4.6667	434	0.8675	0.6530	0.8675	0.9314
No log	4.6882	436	0.8333	0.6929	0.8333	0.9129
No log	4.7097	438	0.8366	0.6687	0.8366	0.9147
No log	4.7312	440	0.8609	0.6833	0.8609	0.9278
No log	4.7527	442	0.9182	0.6481	0.9182	0.9582
No log	4.7742	444	0.9258	0.6491	0.9258	0.9622
No log	4.7957	446	0.8336	0.6830	0.8336	0.9130
No log	4.8172	448	0.7377	0.7316	0.7377	0.8589
No log	4.8387	450	0.6828	0.7465	0.6828	0.8263
No log	4.8602	452	0.6945	0.7465	0.6945	0.8333
No log	4.8817	454	0.7592	0.7189	0.7592	0.8713
No log	4.9032	456	0.8883	0.7046	0.8883	0.9425
No log	4.9247	458	0.9658	0.6798	0.9658	0.9827
No log	4.9462	460	0.9512	0.6860	0.9512	0.9753
No log	4.9677	462	0.8796	0.6990	0.8796	0.9379
No log	4.9892	464	0.7710	0.7356	0.7710	0.8780
No log	5.0108	466	0.6688	0.7211	0.6688	0.8178
No log	5.0323	468	0.6358	0.7055	0.6358	0.7974
No log	5.0538	470	0.6388	0.7055	0.6388	0.7993
No log	5.0753	472	0.6718	0.6915	0.6718	0.8196
No log	5.0968	474	0.7074	0.7384	0.7074	0.8411
No log	5.1183	476	0.7233	0.7383	0.7233	0.8505
No log	5.1398	478	0.7498	0.7606	0.7498	0.8659
No log	5.1613	480	0.7347	0.7451	0.7347	0.8571
No log	5.1828	482	0.6988	0.7599	0.6988	0.8359
No log	5.2043	484	0.6962	0.7504	0.6962	0.8344
No log	5.2258	486	0.6785	0.7556	0.6785	0.8237
No log	5.2473	488	0.6918	0.7427	0.6918	0.8317
No log	5.2688	490	0.7166	0.7560	0.7166	0.8465
No log	5.2903	492	0.7131	0.7461	0.7131	0.8445
No log	5.3118	494	0.6995	0.7447	0.6995	0.8364
No log	5.3333	496	0.6954	0.7368	0.6954	0.8339
No log	5.3548	498	0.7004	0.7137	0.7004	0.8369
0.3306	5.3763	500	0.7377	0.7071	0.7377	0.8589
0.3306	5.3978	502	0.7886	0.6827	0.7886	0.8880
0.3306	5.4194	504	0.8617	0.6490	0.8617	0.9283
0.3306	5.4409	506	0.8745	0.6704	0.8745	0.9351
0.3306	5.4624	508	0.8514	0.6816	0.8514	0.9227
0.3306	5.4839	510	0.8553	0.6778	0.8553	0.9248
0.3306	5.5054	512	0.8755	0.6882	0.8755	0.9357
0.3306	5.5269	514	0.9305	0.6887	0.9305	0.9646
0.3306	5.5484	516	0.9007	0.6824	0.9007	0.9491
0.3306	5.5699	518	0.8662	0.6990	0.8662	0.9307
0.3306	5.5914	520	0.8013	0.7145	0.8013	0.8951
0.3306	5.6129	522	0.7360	0.7478	0.7360	0.8579
0.3306	5.6344	524	0.7199	0.7402	0.7199	0.8485
0.3306	5.6559	526	0.7593	0.7159	0.7593	0.8714
0.3306	5.6774	528	0.8069	0.7134	0.8069	0.8983
0.3306	5.6989	530	0.8543	0.6729	0.8543	0.9243
0.3306	5.7204	532	0.8489	0.6747	0.8489	0.9214
0.3306	5.7419	534	0.8086	0.6960	0.8086	0.8992
0.3306	5.7634	536	0.7500	0.7054	0.7500	0.8660
0.3306	5.7849	538	0.7288	0.7118	0.7288	0.8537
0.3306	5.8065	540	0.7606	0.7274	0.7606	0.8721
0.3306	5.8280	542	0.7811	0.7274	0.7811	0.8838
0.3306	5.8495	544	0.8319	0.6745	0.8319	0.9121
0.3306	5.8710	546	0.9031	0.6656	0.9031	0.9503
0.3306	5.8925	548	0.9074	0.6647	0.9074	0.9526
0.3306	5.9140	550	0.8470	0.6616	0.8470	0.9204
0.3306	5.9355	552	0.8202	0.6633	0.8202	0.9057
0.3306	5.9570	554	0.8314	0.6633	0.8314	0.9118
0.3306	5.9785	556	0.8380	0.6633	0.8380	0.9154
0.3306	6.0	558	0.8372	0.6616	0.8372	0.9150
0.3306	6.0215	560	0.8500	0.6792	0.8500	0.9219
0.3306	6.0430	562	0.8418	0.6792	0.8418	0.9175
0.3306	6.0645	564	0.8025	0.6836	0.8025	0.8958
0.3306	6.0860	566	0.7587	0.7050	0.7587	0.8710
0.3306	6.1075	568	0.7414	0.7050	0.7414	0.8611
0.3306	6.1290	570	0.7650	0.7114	0.7650	0.8746
0.3306	6.1505	572	0.8237	0.6882	0.8237	0.9076
0.3306	6.1720	574	0.9022	0.6640	0.9022	0.9499
0.3306	6.1935	576	0.9710	0.6640	0.9710	0.9854
0.3306	6.2151	578	0.9597	0.6696	0.9597	0.9796
0.3306	6.2366	580	0.8989	0.6714	0.8989	0.9481
0.3306	6.2581	582	0.8158	0.6882	0.8158	0.9032
0.3306	6.2796	584	0.7398	0.6926	0.7398	0.8601
0.3306	6.3011	586	0.7109	0.6841	0.7109	0.8432
0.3306	6.3226	588	0.7125	0.6935	0.7125	0.8441
0.3306	6.3441	590	0.7280	0.7009	0.7280	0.8532
0.3306	6.3656	592	0.7480	0.7137	0.7480	0.8649
0.3306	6.3871	594	0.7894	0.7025	0.7894	0.8885
0.3306	6.4086	596	0.8570	0.6759	0.8570	0.9257
0.3306	6.4301	598	0.9042	0.6853	0.9042	0.9509
0.3306	6.4516	600	0.8985	0.6780	0.8985	0.9479
0.3306	6.4731	602	0.8466	0.6695	0.8466	0.9201
0.3306	6.4946	604	0.8030	0.6894	0.8030	0.8961
0.3306	6.5161	606	0.7637	0.7197	0.7637	0.8739
0.3306	6.5376	608	0.7523	0.7116	0.7523	0.8673
0.3306	6.5591	610	0.7660	0.7116	0.7660	0.8752
0.3306	6.5806	612	0.7520	0.7033	0.7520	0.8672
0.3306	6.6022	614	0.7343	0.6948	0.7343	0.8569
0.3306	6.6237	616	0.7217	0.6848	0.7217	0.8495
0.3306	6.6452	618	0.7341	0.6762	0.7341	0.8568
0.3306	6.6667	620	0.7744	0.6929	0.7744	0.8800
0.3306	6.6882	622	0.8054	0.7076	0.8054	0.8974
0.3306	6.7097	624	0.8637	0.6823	0.8637	0.9294
0.3306	6.7312	626	0.8864	0.6939	0.8864	0.9415
0.3306	6.7527	628	0.8656	0.7110	0.8656	0.9304
0.3306	6.7742	630	0.7937	0.7076	0.7937	0.8909
0.3306	6.7957	632	0.7223	0.7259	0.7223	0.8499
0.3306	6.8172	634	0.6982	0.7116	0.6982	0.8356
0.3306	6.8387	636	0.7108	0.7116	0.7108	0.8431
0.3306	6.8602	638	0.7464	0.7116	0.7464	0.8639
0.3306	6.8817	640	0.7957	0.6979	0.7957	0.8920
0.3306	6.9032	642	0.8393	0.7034	0.8393	0.9161
0.3306	6.9247	644	0.8423	0.6764	0.8423	0.9178
0.3306	6.9462	646	0.8076	0.6951	0.8076	0.8986
0.3306	6.9677	648	0.7608	0.6890	0.7608	0.8722
0.3306	6.9892	650	0.7219	0.7071	0.7219	0.8497
0.3306	7.0108	652	0.7185	0.7071	0.7185	0.8476
0.3306	7.0323	654	0.7024	0.6984	0.7024	0.8381
0.3306	7.0538	656	0.7072	0.7092	0.7072	0.8409
0.3306	7.0753	658	0.7268	0.7155	0.7268	0.8525
0.3306	7.0968	660	0.7562	0.7096	0.7562	0.8696
0.3306	7.1183	662	0.7484	0.7037	0.7484	0.8651
0.3306	7.1398	664	0.7343	0.7281	0.7343	0.8569
0.3306	7.1613	666	0.7349	0.7281	0.7349	0.8573
0.3306	7.1828	668	0.7276	0.7281	0.7276	0.8530
0.3306	7.2043	670	0.7308	0.7281	0.7308	0.8549
0.3306	7.2258	672	0.7470	0.7181	0.7470	0.8643
0.3306	7.2473	674	0.7509	0.7181	0.7509	0.8666
0.3306	7.2688	676	0.7592	0.7041	0.7592	0.8713
0.3306	7.2903	678	0.7559	0.7057	0.7559	0.8694
0.3306	7.3118	680	0.7617	0.7037	0.7617	0.8727
0.3306	7.3333	682	0.7908	0.6920	0.7908	0.8893
0.3306	7.3548	684	0.8391	0.7072	0.8391	0.9161
0.3306	7.3763	686	0.8592	0.7030	0.8592	0.9269
0.3306	7.3978	688	0.8665	0.7030	0.8665	0.9309
0.3306	7.4194	690	0.8798	0.7030	0.8798	0.9380
0.3306	7.4409	692	0.8632	0.7030	0.8632	0.9291
0.3306	7.4624	694	0.8157	0.6991	0.8157	0.9032
0.3306	7.4839	696	0.7573	0.6867	0.7573	0.8702
0.3306	7.5054	698	0.7156	0.7009	0.7156	0.8459
0.3306	7.5269	700	0.6996	0.7009	0.6996	0.8364
0.3306	7.5484	702	0.6975	0.7009	0.6975	0.8352
0.3306	7.5699	704	0.7104	0.7178	0.7104	0.8429
0.3306	7.5914	706	0.7380	0.7217	0.7380	0.8591
0.3306	7.6129	708	0.7607	0.7053	0.7607	0.8722
0.3306	7.6344	710	0.7685	0.7057	0.7685	0.8766
0.3306	7.6559	712	0.7765	0.7176	0.7765	0.8812
0.3306	7.6774	714	0.7884	0.7060	0.7884	0.8879
0.3306	7.6989	716	0.7857	0.7060	0.7857	0.8864
0.3306	7.7204	718	0.7550	0.7197	0.7550	0.8689
0.3306	7.7419	720	0.7422	0.7197	0.7422	0.8615
0.3306	7.7634	722	0.7622	0.7195	0.7622	0.8731
0.3306	7.7849	724	0.7849	0.7154	0.7849	0.8859
0.3306	7.8065	726	0.7882	0.7154	0.7882	0.8878
0.3306	7.8280	728	0.7977	0.7190	0.7977	0.8931
0.3306	7.8495	730	0.7794	0.7154	0.7794	0.8828
0.3306	7.8710	732	0.7539	0.7114	0.7539	0.8683
0.3306	7.8925	734	0.7453	0.7054	0.7453	0.8633
0.3306	7.9140	736	0.7532	0.7114	0.7532	0.8679
0.3306	7.9355	738	0.7750	0.7210	0.7750	0.8804
0.3306	7.9570	740	0.8146	0.7190	0.8146	0.9026
0.3306	7.9785	742	0.8711	0.6876	0.8711	0.9333
0.3306	8.0	744	0.9097	0.6858	0.9097	0.9538
0.3306	8.0215	746	0.9149	0.6864	0.9149	0.9565
0.3306	8.0430	748	0.8865	0.6882	0.8865	0.9415
0.3306	8.0645	750	0.8554	0.6976	0.8554	0.9249
0.3306	8.0860	752	0.8254	0.7072	0.8254	0.9085
0.3306	8.1075	754	0.8011	0.7072	0.8011	0.8950
0.3306	8.1290	756	0.7958	0.7072	0.7958	0.8921
0.3306	8.1505	758	0.7931	0.7072	0.7931	0.8905
0.3306	8.1720	760	0.8002	0.7072	0.8002	0.8945
0.3306	8.1935	762	0.8012	0.7072	0.8012	0.8951
0.3306	8.2151	764	0.8024	0.7072	0.8024	0.8957
0.3306	8.2366	766	0.8105	0.7072	0.8105	0.9003
0.3306	8.2581	768	0.8251	0.7151	0.8251	0.9083
0.3306	8.2796	770	0.8478	0.7151	0.8478	0.9208
0.3306	8.3011	772	0.8758	0.7056	0.8758	0.9358
0.3306	8.3226	774	0.9096	0.6829	0.9096	0.9537
0.3306	8.3441	776	0.9399	0.6713	0.9399	0.9695
0.3306	8.3656	778	0.9508	0.6631	0.9508	0.9751
0.3306	8.3871	780	0.9486	0.6622	0.9486	0.9739
0.3306	8.4086	782	0.9244	0.6829	0.9244	0.9614
0.3306	8.4301	784	0.8827	0.6916	0.8827	0.9395
0.3306	8.4516	786	0.8434	0.7072	0.8434	0.9184
0.3306	8.4731	788	0.8141	0.7069	0.8141	0.9023
0.3306	8.4946	790	0.7929	0.7010	0.7929	0.8905
0.3306	8.5161	792	0.7690	0.6990	0.7690	0.8769
0.3306	8.5376	794	0.7585	0.6990	0.7585	0.8709
0.3306	8.5591	796	0.7610	0.6990	0.7610	0.8723
0.3306	8.5806	798	0.7780	0.6990	0.7780	0.8820
0.3306	8.6022	800	0.7919	0.6956	0.7919	0.8899
0.3306	8.6237	802	0.7859	0.6994	0.7859	0.8865
0.3306	8.6452	804	0.7778	0.6994	0.7778	0.8819
0.3306	8.6667	806	0.7752	0.6994	0.7752	0.8805
0.3306	8.6882	808	0.7784	0.6994	0.7784	0.8823
0.3306	8.7097	810	0.7866	0.6994	0.7866	0.8869
0.3306	8.7312	812	0.7988	0.7114	0.7988	0.8937
0.3306	8.7527	814	0.8090	0.7114	0.8090	0.8994
0.3306	8.7742	816	0.8293	0.7132	0.8293	0.9107
0.3306	8.7957	818	0.8448	0.7132	0.8448	0.9191
0.3306	8.8172	820	0.8500	0.7132	0.8500	0.9220
0.3306	8.8387	822	0.8497	0.7011	0.8497	0.9218
0.3306	8.8602	824	0.8342	0.7053	0.8342	0.9134
0.3306	8.8817	826	0.8196	0.7014	0.8196	0.9053
0.3306	8.9032	828	0.8175	0.6995	0.8175	0.9042
0.3306	8.9247	830	0.8209	0.7053	0.8209	0.9060
0.3306	8.9462	832	0.8334	0.7011	0.8334	0.9129
0.3306	8.9677	834	0.8421	0.7011	0.8421	0.9177
0.3306	8.9892	836	0.8385	0.6958	0.8385	0.9157
0.3306	9.0108	838	0.8393	0.6958	0.8393	0.9161
0.3306	9.0323	840	0.8495	0.6788	0.8495	0.9217
0.3306	9.0538	842	0.8574	0.6870	0.8574	0.9259
0.3306	9.0753	844	0.8526	0.6870	0.8526	0.9234
0.3306	9.0968	846	0.8426	0.6887	0.8426	0.9179
0.3306	9.1183	848	0.8386	0.6887	0.8386	0.9157
0.3306	9.1398	850	0.8301	0.6887	0.8301	0.9111
0.3306	9.1613	852	0.8277	0.7151	0.8277	0.9098
0.3306	9.1828	854	0.8294	0.6887	0.8294	0.9107
0.3306	9.2043	856	0.8273	0.7151	0.8273	0.9096
0.3306	9.2258	858	0.8173	0.7151	0.8173	0.9040
0.3306	9.2473	860	0.8066	0.7151	0.8066	0.8981
0.3306	9.2688	862	0.7947	0.7095	0.7947	0.8915
0.3306	9.2903	864	0.7787	0.7095	0.7787	0.8824
0.3306	9.3118	866	0.7609	0.7037	0.7609	0.8723
0.3306	9.3333	868	0.7492	0.6956	0.7492	0.8656
0.3306	9.3548	870	0.7399	0.6975	0.7399	0.8602
0.3306	9.3763	872	0.7342	0.6975	0.7342	0.8569
0.3306	9.3978	874	0.7335	0.6975	0.7335	0.8564
0.3306	9.4194	876	0.7380	0.6975	0.7380	0.8591
0.3306	9.4409	878	0.7403	0.6975	0.7403	0.8604
0.3306	9.4624	880	0.7391	0.6975	0.7391	0.8597
0.3306	9.4839	882	0.7378	0.6975	0.7378	0.8590
0.3306	9.5054	884	0.7380	0.6975	0.7380	0.8591
0.3306	9.5269	886	0.7382	0.6975	0.7382	0.8592
0.3306	9.5484	888	0.7401	0.6975	0.7401	0.8603
0.3306	9.5699	890	0.7425	0.6975	0.7425	0.8617
0.3306	9.5914	892	0.7428	0.6975	0.7428	0.8618
0.3306	9.6129	894	0.7417	0.6975	0.7417	0.8612
0.3306	9.6344	896	0.7453	0.6975	0.7453	0.8633
0.3306	9.6559	898	0.7487	0.6975	0.7487	0.8653
0.3306	9.6774	900	0.7549	0.6975	0.7549	0.8688
0.3306	9.6989	902	0.7582	0.7034	0.7582	0.8708
0.3306	9.7204	904	0.7614	0.7014	0.7614	0.8726
0.3306	9.7419	906	0.7645	0.7014	0.7645	0.8744
0.3306	9.7634	908	0.7682	0.7014	0.7682	0.8765
0.3306	9.7849	910	0.7712	0.7014	0.7712	0.8782
0.3306	9.8065	912	0.7718	0.7014	0.7718	0.8785
0.3306	9.8280	914	0.7705	0.7014	0.7705	0.8778
0.3306	9.8495	916	0.7688	0.7014	0.7688	0.8768
0.3306	9.8710	918	0.7661	0.7014	0.7661	0.8753
0.3306	9.8925	920	0.7637	0.7014	0.7637	0.8739
0.3306	9.9140	922	0.7613	0.7014	0.7613	0.8725
0.3306	9.9355	924	0.7593	0.7034	0.7593	0.8714
0.3306	9.9570	926	0.7582	0.7034	0.7582	0.8708
0.3306	9.9785	928	0.7574	0.7034	0.7574	0.8703
0.3306	10.0	930	0.7570	0.7034	0.7570	0.8701

Framework versions

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