ArabicNewSplits6_WithDuplicationsForScore5_FineTuningAraBERT_run1_AugV5_k13_task2_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: 0.8744
• Qwk: 0.5265
• Mse: 0.8744
• Rmse: 0.9351

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	0.0274	2	4.6544	-0.0269	4.6544	2.1574
No log	0.0548	4	2.7621	0.0131	2.7621	1.6620
No log	0.0822	6	1.4415	0.0047	1.4415	1.2006
No log	0.1096	8	1.2675	-0.0244	1.2675	1.1259
No log	0.1370	10	0.9025	-0.0034	0.9025	0.9500
No log	0.1644	12	0.7896	0.1121	0.7896	0.8886
No log	0.1918	14	0.7518	0.1404	0.7518	0.8671
No log	0.2192	16	0.7575	0.1136	0.7575	0.8703
No log	0.2466	18	0.7322	0.2157	0.7322	0.8557
No log	0.2740	20	0.7592	0.1881	0.7592	0.8713
No log	0.3014	22	0.7087	0.2459	0.7087	0.8418
No log	0.3288	24	0.6663	0.2065	0.6663	0.8163
No log	0.3562	26	0.6658	0.2424	0.6658	0.8160
No log	0.3836	28	0.6261	0.2688	0.6261	0.7913
No log	0.4110	30	0.6981	0.2942	0.6981	0.8355
No log	0.4384	32	0.7782	0.3189	0.7782	0.8821
No log	0.4658	34	0.6270	0.4144	0.6270	0.7918
No log	0.4932	36	0.6800	0.4635	0.6800	0.8246
No log	0.5205	38	0.6720	0.4246	0.6720	0.8198
No log	0.5479	40	0.6559	0.3799	0.6559	0.8099
No log	0.5753	42	0.5954	0.4411	0.5954	0.7716
No log	0.6027	44	0.6672	0.4852	0.6672	0.8168
No log	0.6301	46	0.9374	0.4217	0.9374	0.9682
No log	0.6575	48	0.7298	0.4387	0.7298	0.8543
No log	0.6849	50	0.5932	0.5201	0.5932	0.7702
No log	0.7123	52	0.6000	0.5768	0.6000	0.7746
No log	0.7397	54	0.6730	0.5510	0.6730	0.8204
No log	0.7671	56	0.7482	0.5067	0.7482	0.8650
No log	0.7945	58	0.7043	0.5588	0.7043	0.8393
No log	0.8219	60	0.6185	0.5193	0.6185	0.7865
No log	0.8493	62	0.6450	0.4594	0.6450	0.8031
No log	0.8767	64	0.7507	0.4681	0.7507	0.8664
No log	0.9041	66	0.6226	0.4852	0.6226	0.7891
No log	0.9315	68	0.6691	0.5284	0.6691	0.8180
No log	0.9589	70	1.1386	0.3155	1.1386	1.0670
No log	0.9863	72	1.2044	0.3090	1.2044	1.0974
No log	1.0137	74	0.8210	0.4722	0.8210	0.9061
No log	1.0411	76	0.6534	0.4408	0.6534	0.8083
No log	1.0685	78	0.8391	0.4662	0.8391	0.9160
No log	1.0959	80	0.7049	0.5010	0.7049	0.8396
No log	1.1233	82	0.6589	0.4974	0.6589	0.8117
No log	1.1507	84	0.8054	0.5062	0.8054	0.8974
No log	1.1781	86	0.9383	0.4582	0.9383	0.9686
No log	1.2055	88	0.8116	0.5216	0.8116	0.9009
No log	1.2329	90	0.8245	0.5083	0.8245	0.9080
No log	1.2603	92	0.9862	0.4612	0.9862	0.9931
No log	1.2877	94	1.0551	0.4882	1.0551	1.0272
No log	1.3151	96	1.0136	0.4722	1.0136	1.0068
No log	1.3425	98	1.0971	0.5134	1.0971	1.0474
No log	1.3699	100	1.0650	0.5048	1.0650	1.0320
No log	1.3973	102	0.9028	0.5035	0.9028	0.9502
No log	1.4247	104	0.7866	0.5590	0.7866	0.8869
No log	1.4521	106	0.7485	0.5446	0.7485	0.8652
No log	1.4795	108	0.8342	0.5017	0.8342	0.9133
No log	1.5068	110	1.0655	0.4785	1.0655	1.0322
No log	1.5342	112	1.2121	0.4539	1.2121	1.1010
No log	1.5616	114	0.9951	0.4973	0.9951	0.9975
No log	1.5890	116	0.7862	0.5024	0.7862	0.8867
No log	1.6164	118	0.8411	0.5035	0.8411	0.9171
No log	1.6438	120	0.8995	0.5217	0.8995	0.9484
No log	1.6712	122	1.0182	0.4991	1.0182	1.0091
No log	1.6986	124	1.0866	0.4671	1.0866	1.0424
No log	1.7260	126	1.0364	0.4659	1.0364	1.0180
No log	1.7534	128	1.0921	0.4878	1.0921	1.0450
No log	1.7808	130	1.2487	0.4054	1.2487	1.1175
No log	1.8082	132	1.4114	0.4134	1.4114	1.1880
No log	1.8356	134	1.4021	0.4335	1.4021	1.1841
No log	1.8630	136	1.4311	0.4299	1.4311	1.1963
No log	1.8904	138	1.0782	0.4894	1.0782	1.0384
No log	1.9178	140	0.9063	0.4887	0.9063	0.9520
No log	1.9452	142	0.8439	0.5020	0.8439	0.9186
No log	1.9726	144	0.9466	0.4970	0.9466	0.9730
No log	2.0	146	1.2438	0.4178	1.2438	1.1153
No log	2.0274	148	1.1710	0.4636	1.1710	1.0821
No log	2.0548	150	1.0793	0.4479	1.0793	1.0389
No log	2.0822	152	0.8991	0.4719	0.8991	0.9482
No log	2.1096	154	0.8195	0.4843	0.8195	0.9053
No log	2.1370	156	0.8785	0.4680	0.8785	0.9373
No log	2.1644	158	1.0671	0.4806	1.0671	1.0330
No log	2.1918	160	1.1786	0.4736	1.1786	1.0856
No log	2.2192	162	1.2153	0.4686	1.2153	1.1024
No log	2.2466	164	1.1196	0.4807	1.1196	1.0581
No log	2.2740	166	1.0448	0.5140	1.0448	1.0222
No log	2.3014	168	1.0453	0.5140	1.0453	1.0224
No log	2.3288	170	1.0430	0.5068	1.0430	1.0213
No log	2.3562	172	1.1544	0.4799	1.1544	1.0744
No log	2.3836	174	1.0229	0.5107	1.0229	1.0114
No log	2.4110	176	0.7991	0.5044	0.7991	0.8939
No log	2.4384	178	0.8046	0.5061	0.8046	0.8970
No log	2.4658	180	0.9737	0.4848	0.9737	0.9868
No log	2.4932	182	1.0315	0.4643	1.0315	1.0156
No log	2.5205	184	0.9037	0.4859	0.9037	0.9506
No log	2.5479	186	0.8117	0.5145	0.8117	0.9009
No log	2.5753	188	0.9649	0.4924	0.9649	0.9823
No log	2.6027	190	1.3163	0.4586	1.3163	1.1473
No log	2.6301	192	1.2333	0.4616	1.2333	1.1106
No log	2.6575	194	1.0467	0.4974	1.0467	1.0231
No log	2.6849	196	1.0603	0.4786	1.0603	1.0297
No log	2.7123	198	1.0439	0.4799	1.0439	1.0217
No log	2.7397	200	1.0749	0.4667	1.0749	1.0368
No log	2.7671	202	1.1537	0.4572	1.1537	1.0741
No log	2.7945	204	1.1543	0.4592	1.1543	1.0744
No log	2.8219	206	1.3182	0.4577	1.3182	1.1481
No log	2.8493	208	1.2887	0.4441	1.2887	1.1352
No log	2.8767	210	1.2706	0.4480	1.2706	1.1272
No log	2.9041	212	1.2381	0.4615	1.2381	1.1127
No log	2.9315	214	1.1197	0.4821	1.1197	1.0581
No log	2.9589	216	0.9925	0.4787	0.9925	0.9963
No log	2.9863	218	1.0556	0.4746	1.0556	1.0274
No log	3.0137	220	1.0613	0.5057	1.0613	1.0302
No log	3.0411	222	0.9809	0.4327	0.9809	0.9904
No log	3.0685	224	1.0985	0.4620	1.0985	1.0481
No log	3.0959	226	1.1742	0.4399	1.1742	1.0836
No log	3.1233	228	0.9900	0.4846	0.9900	0.9950
No log	3.1507	230	0.8382	0.5031	0.8382	0.9155
No log	3.1781	232	0.7881	0.4992	0.7881	0.8878
No log	3.2055	234	0.8296	0.4705	0.8296	0.9108
No log	3.2329	236	0.9415	0.4702	0.9415	0.9703
No log	3.2603	238	1.0359	0.4563	1.0359	1.0178
No log	3.2877	240	0.9510	0.4642	0.9510	0.9752
No log	3.3151	242	0.8336	0.4735	0.8336	0.9130
No log	3.3425	244	0.8236	0.4651	0.8236	0.9075
No log	3.3699	246	0.8864	0.4683	0.8864	0.9415
No log	3.3973	248	1.0225	0.4620	1.0225	1.0112
No log	3.4247	250	1.0908	0.4263	1.0908	1.0444
No log	3.4521	252	1.0372	0.4306	1.0372	1.0185
No log	3.4795	254	0.8369	0.4882	0.8369	0.9148
No log	3.5068	256	0.6873	0.5486	0.6873	0.8290
No log	3.5342	258	0.7086	0.5486	0.7086	0.8418
No log	3.5616	260	0.8085	0.5238	0.8085	0.8992
No log	3.5890	262	1.0392	0.4397	1.0392	1.0194
No log	3.6164	264	1.0993	0.4559	1.0993	1.0485
No log	3.6438	266	0.9597	0.5167	0.9597	0.9796
No log	3.6712	268	0.8258	0.5497	0.8258	0.9087
No log	3.6986	270	0.8145	0.5223	0.8145	0.9025
No log	3.7260	272	0.8189	0.5311	0.8189	0.9049
No log	3.7534	274	0.9315	0.5172	0.9315	0.9652
No log	3.7808	276	1.2694	0.4837	1.2694	1.1267
No log	3.8082	278	1.5177	0.4235	1.5177	1.2320
No log	3.8356	280	1.4119	0.4635	1.4119	1.1882
No log	3.8630	282	1.0848	0.5147	1.0848	1.0416
No log	3.8904	284	0.9320	0.5053	0.9320	0.9654
No log	3.9178	286	0.8952	0.5317	0.8952	0.9461
No log	3.9452	288	0.8750	0.5079	0.8750	0.9354
No log	3.9726	290	0.9286	0.5128	0.9286	0.9636
No log	4.0	292	1.0452	0.4919	1.0452	1.0224
No log	4.0274	294	1.1756	0.4609	1.1756	1.0842
No log	4.0548	296	1.1618	0.4141	1.1618	1.0779
No log	4.0822	298	0.9515	0.4860	0.9515	0.9754
No log	4.1096	300	0.7749	0.5442	0.7749	0.8803
No log	4.1370	302	0.6944	0.5623	0.6944	0.8333
No log	4.1644	304	0.6719	0.5711	0.6719	0.8197
No log	4.1918	306	0.6879	0.5589	0.6879	0.8294
No log	4.2192	308	0.7875	0.5570	0.7875	0.8874
No log	4.2466	310	0.8591	0.5060	0.8591	0.9269
No log	4.2740	312	0.8495	0.5109	0.8495	0.9217
No log	4.3014	314	0.8935	0.5097	0.8935	0.9453
No log	4.3288	316	0.9587	0.4964	0.9587	0.9791
No log	4.3562	318	0.9359	0.5019	0.9359	0.9674
No log	4.3836	320	0.9248	0.5198	0.9248	0.9616
No log	4.4110	322	0.9331	0.5184	0.9331	0.9660
No log	4.4384	324	0.9629	0.5123	0.9629	0.9813
No log	4.4658	326	0.9594	0.4966	0.9594	0.9795
No log	4.4932	328	0.9920	0.5006	0.9920	0.9960
No log	4.5205	330	0.9593	0.4909	0.9593	0.9794
No log	4.5479	332	0.9689	0.5172	0.9689	0.9843
No log	4.5753	334	0.8704	0.5101	0.8704	0.9330
No log	4.6027	336	0.7759	0.5643	0.7759	0.8809
No log	4.6301	338	0.7976	0.5691	0.7976	0.8931
No log	4.6575	340	0.9217	0.4963	0.9217	0.9600
No log	4.6849	342	0.9909	0.4828	0.9909	0.9954
No log	4.7123	344	0.9418	0.4926	0.9418	0.9704
No log	4.7397	346	0.8880	0.5410	0.8880	0.9424
No log	4.7671	348	0.8951	0.5423	0.8951	0.9461
No log	4.7945	350	0.9104	0.5438	0.9104	0.9541
No log	4.8219	352	0.9571	0.5056	0.9571	0.9783
No log	4.8493	354	1.0686	0.4664	1.0686	1.0337
No log	4.8767	356	1.1047	0.4465	1.1047	1.0510
No log	4.9041	358	1.0658	0.4390	1.0658	1.0324
No log	4.9315	360	0.9859	0.4704	0.9859	0.9929
No log	4.9589	362	0.8370	0.5324	0.8370	0.9149
No log	4.9863	364	0.8092	0.5472	0.8092	0.8995
No log	5.0137	366	0.8472	0.5550	0.8472	0.9204
No log	5.0411	368	0.9586	0.4919	0.9586	0.9791
No log	5.0685	370	1.2120	0.4615	1.2120	1.1009
No log	5.0959	372	1.3176	0.4561	1.3176	1.1479
No log	5.1233	374	1.1928	0.4618	1.1928	1.0921
No log	5.1507	376	1.0707	0.4817	1.0707	1.0347
No log	5.1781	378	0.9854	0.5044	0.9854	0.9927
No log	5.2055	380	0.9868	0.4928	0.9868	0.9934
No log	5.2329	382	1.0373	0.5017	1.0373	1.0185
No log	5.2603	384	1.1015	0.4619	1.1015	1.0495
No log	5.2877	386	1.0815	0.4508	1.0815	1.0400
No log	5.3151	388	0.9590	0.4920	0.9590	0.9793
No log	5.3425	390	0.8706	0.4993	0.8706	0.9331
No log	5.3699	392	0.8221	0.5034	0.8221	0.9067
No log	5.3973	394	0.8481	0.5156	0.8481	0.9209
No log	5.4247	396	0.9076	0.4890	0.9076	0.9527
No log	5.4521	398	0.9560	0.4977	0.9560	0.9778
No log	5.4795	400	0.9673	0.4670	0.9673	0.9835
No log	5.5068	402	0.9015	0.5141	0.9015	0.9495
No log	5.5342	404	0.8244	0.5090	0.8244	0.9080
No log	5.5616	406	0.7696	0.5017	0.7696	0.8773
No log	5.5890	408	0.7364	0.5077	0.7364	0.8582
No log	5.6164	410	0.7474	0.4850	0.7474	0.8645
No log	5.6438	412	0.7876	0.5216	0.7876	0.8875
No log	5.6712	414	0.8107	0.5084	0.8107	0.9004
No log	5.6986	416	0.7838	0.5237	0.7838	0.8853
No log	5.7260	418	0.7568	0.4947	0.7568	0.8699
No log	5.7534	420	0.7631	0.4910	0.7631	0.8735
No log	5.7808	422	0.7839	0.4908	0.7839	0.8854
No log	5.8082	424	0.8189	0.4578	0.8189	0.9049
No log	5.8356	426	0.8117	0.4983	0.8117	0.9010
No log	5.8630	428	0.8174	0.5351	0.8174	0.9041
No log	5.8904	430	0.8771	0.4891	0.8771	0.9365
No log	5.9178	432	0.9383	0.4862	0.9383	0.9687
No log	5.9452	434	0.9272	0.4768	0.9272	0.9629
No log	5.9726	436	0.8507	0.4951	0.8507	0.9223
No log	6.0	438	0.7778	0.5181	0.7778	0.8819
No log	6.0274	440	0.7284	0.5387	0.7284	0.8535
No log	6.0548	442	0.7277	0.5508	0.7277	0.8531
No log	6.0822	444	0.7348	0.5746	0.7348	0.8572
No log	6.1096	446	0.7842	0.4902	0.7842	0.8856
No log	6.1370	448	0.9002	0.4910	0.9002	0.9488
No log	6.1644	450	1.0314	0.4469	1.0314	1.0156
No log	6.1918	452	1.0363	0.4194	1.0363	1.0180
No log	6.2192	454	0.9362	0.4622	0.9362	0.9676
No log	6.2466	456	0.8364	0.5234	0.8364	0.9145
No log	6.2740	458	0.7354	0.5368	0.7354	0.8576
No log	6.3014	460	0.7096	0.5397	0.7096	0.8424
No log	6.3288	462	0.7224	0.5447	0.7224	0.8500
No log	6.3562	464	0.7615	0.5490	0.7615	0.8726
No log	6.3836	466	0.8445	0.4950	0.8445	0.9190
No log	6.4110	468	0.9927	0.4389	0.9927	0.9964
No log	6.4384	470	1.2411	0.4313	1.2411	1.1141
No log	6.4658	472	1.3773	0.4136	1.3773	1.1736
No log	6.4932	474	1.3285	0.3974	1.3285	1.1526
No log	6.5205	476	1.1560	0.3991	1.1560	1.0752
No log	6.5479	478	0.9379	0.4589	0.9379	0.9685
No log	6.5753	480	0.7623	0.5216	0.7623	0.8731
No log	6.6027	482	0.6495	0.5546	0.6495	0.8059
No log	6.6301	484	0.6340	0.5886	0.6340	0.7962
No log	6.6575	486	0.6351	0.6030	0.6351	0.7969
No log	6.6849	488	0.6365	0.6055	0.6365	0.7978
No log	6.7123	490	0.6734	0.5750	0.6734	0.8206
No log	6.7397	492	0.7877	0.5211	0.7877	0.8875
No log	6.7671	494	0.9613	0.4675	0.9613	0.9805
No log	6.7945	496	1.0911	0.4316	1.0911	1.0446
No log	6.8219	498	1.1117	0.4573	1.1117	1.0544
0.4582	6.8493	500	1.0517	0.4824	1.0517	1.0255
0.4582	6.8767	502	0.9467	0.4728	0.9467	0.9730
0.4582	6.9041	504	0.8325	0.5102	0.8325	0.9124
0.4582	6.9315	506	0.7617	0.5490	0.7617	0.8728
0.4582	6.9589	508	0.7444	0.5416	0.7444	0.8628
0.4582	6.9863	510	0.7587	0.5374	0.7587	0.8710
0.4582	7.0137	512	0.7928	0.5177	0.7928	0.8904
0.4582	7.0411	514	0.8096	0.5144	0.8096	0.8998
0.4582	7.0685	516	0.8192	0.5239	0.8192	0.9051
0.4582	7.0959	518	0.8133	0.5387	0.8133	0.9018
0.4582	7.1233	520	0.7609	0.5336	0.7609	0.8723
0.4582	7.1507	522	0.7343	0.5195	0.7343	0.8569
0.4582	7.1781	524	0.7434	0.5054	0.7434	0.8622
0.4582	7.2055	526	0.7644	0.5282	0.7644	0.8743
0.4582	7.2329	528	0.8126	0.5272	0.8126	0.9014
0.4582	7.2603	530	0.8489	0.4961	0.8489	0.9214
0.4582	7.2877	532	0.8376	0.5186	0.8376	0.9152
0.4582	7.3151	534	0.8030	0.5163	0.8030	0.8961
0.4582	7.3425	536	0.8027	0.5271	0.8027	0.8959
0.4582	7.3699	538	0.8329	0.5325	0.8329	0.9126
0.4582	7.3973	540	0.8582	0.5122	0.8582	0.9264
0.4582	7.4247	542	0.9072	0.5121	0.9072	0.9525
0.4582	7.4521	544	0.9791	0.4868	0.9791	0.9895
0.4582	7.4795	546	1.0049	0.4587	1.0049	1.0025
0.4582	7.5068	548	0.9652	0.4849	0.9652	0.9824
0.4582	7.5342	550	0.8948	0.5159	0.8948	0.9459
0.4582	7.5616	552	0.8312	0.5220	0.8312	0.9117
0.4582	7.5890	554	0.7869	0.5240	0.7869	0.8871
0.4582	7.6164	556	0.7581	0.5262	0.7581	0.8707
0.4582	7.6438	558	0.7336	0.5505	0.7336	0.8565
0.4582	7.6712	560	0.7291	0.5479	0.7291	0.8539
0.4582	7.6986	562	0.7385	0.5480	0.7385	0.8594
0.4582	7.7260	564	0.7490	0.5408	0.7490	0.8655
0.4582	7.7534	566	0.7852	0.5021	0.7852	0.8861
0.4582	7.7808	568	0.8519	0.5099	0.8519	0.9230
0.4582	7.8082	570	0.9153	0.4987	0.9153	0.9567
0.4582	7.8356	572	0.9453	0.4987	0.9453	0.9723
0.4582	7.8630	574	0.9556	0.4980	0.9556	0.9775
0.4582	7.8904	576	0.9246	0.5039	0.9246	0.9616
0.4582	7.9178	578	0.8814	0.4952	0.8814	0.9388
0.4582	7.9452	580	0.8229	0.4995	0.8229	0.9071
0.4582	7.9726	582	0.7588	0.5230	0.7588	0.8711
0.4582	8.0	584	0.7041	0.5679	0.7041	0.8391
0.4582	8.0274	586	0.6686	0.5517	0.6686	0.8177
0.4582	8.0548	588	0.6618	0.5577	0.6618	0.8135
0.4582	8.0822	590	0.6775	0.5681	0.6775	0.8231
0.4582	8.1096	592	0.7002	0.5723	0.7002	0.8368
0.4582	8.1370	594	0.7210	0.5723	0.7210	0.8491
0.4582	8.1644	596	0.7621	0.5208	0.7621	0.8730
0.4582	8.1918	598	0.8171	0.5072	0.8171	0.9039
0.4582	8.2192	600	0.8718	0.4572	0.8718	0.9337
0.4582	8.2466	602	0.9273	0.4393	0.9273	0.9629
0.4582	8.2740	604	0.9531	0.4600	0.9531	0.9763
0.4582	8.3014	606	0.9319	0.4453	0.9319	0.9654
0.4582	8.3288	608	0.8836	0.4754	0.8836	0.9400
0.4582	8.3562	610	0.8367	0.5122	0.8367	0.9147
0.4582	8.3836	612	0.7990	0.5134	0.7990	0.8939
0.4582	8.4110	614	0.7775	0.5246	0.7775	0.8818
0.4582	8.4384	616	0.7703	0.5246	0.7703	0.8776
0.4582	8.4658	618	0.7893	0.5208	0.7893	0.8884
0.4582	8.4932	620	0.8328	0.5153	0.8328	0.9126
0.4582	8.5205	622	0.8912	0.5054	0.8912	0.9440
0.4582	8.5479	624	0.9316	0.4897	0.9316	0.9652
0.4582	8.5753	626	0.9440	0.4899	0.9440	0.9716
0.4582	8.6027	628	0.9286	0.5131	0.9286	0.9637
0.4582	8.6301	630	0.8942	0.5178	0.8942	0.9456
0.4582	8.6575	632	0.8750	0.5061	0.8750	0.9354
0.4582	8.6849	634	0.8685	0.5014	0.8685	0.9320
0.4582	8.7123	636	0.8493	0.5160	0.8493	0.9216
0.4582	8.7397	638	0.8414	0.5179	0.8414	0.9173
0.4582	8.7671	640	0.8389	0.5179	0.8389	0.9159
0.4582	8.7945	642	0.8462	0.5276	0.8462	0.9199
0.4582	8.8219	644	0.8370	0.5286	0.8370	0.9149
0.4582	8.8493	646	0.8169	0.5131	0.8169	0.9038
0.4582	8.8767	648	0.8122	0.5131	0.8122	0.9012
0.4582	8.9041	650	0.8091	0.5131	0.8091	0.8995
0.4582	8.9315	652	0.8232	0.5230	0.8232	0.9073
0.4582	8.9589	654	0.8537	0.5336	0.8537	0.9239
0.4582	8.9863	656	0.8935	0.5147	0.8935	0.9452
0.4582	9.0137	658	0.9239	0.4897	0.9239	0.9612
0.4582	9.0411	660	0.9346	0.4897	0.9346	0.9668
0.4582	9.0685	662	0.9280	0.4897	0.9280	0.9634
0.4582	9.0959	664	0.9249	0.4848	0.9249	0.9617
0.4582	9.1233	666	0.9263	0.4848	0.9263	0.9624
0.4582	9.1507	668	0.9422	0.4787	0.9422	0.9707
0.4582	9.1781	670	0.9493	0.4679	0.9493	0.9743
0.4582	9.2055	672	0.9597	0.4791	0.9597	0.9796
0.4582	9.2329	674	0.9552	0.4858	0.9552	0.9774
0.4582	9.2603	676	0.9504	0.4866	0.9504	0.9749
0.4582	9.2877	678	0.9357	0.5137	0.9357	0.9673
0.4582	9.3151	680	0.9136	0.5174	0.9136	0.9558
0.4582	9.3425	682	0.8931	0.5131	0.8931	0.9451
0.4582	9.3699	684	0.8856	0.5085	0.8856	0.9411
0.4582	9.3973	686	0.8862	0.5085	0.8862	0.9414
0.4582	9.4247	688	0.8828	0.5085	0.8828	0.9395
0.4582	9.4521	690	0.8790	0.5087	0.8790	0.9376
0.4582	9.4795	692	0.8680	0.5111	0.8680	0.9317
0.4582	9.5068	694	0.8652	0.5111	0.8652	0.9301
0.4582	9.5342	696	0.8583	0.5128	0.8583	0.9265
0.4582	9.5616	698	0.8580	0.5081	0.8580	0.9263
0.4582	9.5890	700	0.8599	0.5081	0.8599	0.9273
0.4582	9.6164	702	0.8587	0.5128	0.8587	0.9267
0.4582	9.6438	704	0.8587	0.5251	0.8587	0.9266
0.4582	9.6712	706	0.8612	0.5174	0.8612	0.9280
0.4582	9.6986	708	0.8664	0.5217	0.8664	0.9308
0.4582	9.7260	710	0.8738	0.5246	0.8738	0.9348
0.4582	9.7534	712	0.8759	0.5246	0.8759	0.9359
0.4582	9.7808	714	0.8772	0.5246	0.8772	0.9366
0.4582	9.8082	716	0.8751	0.5246	0.8751	0.9355
0.4582	9.8356	718	0.8711	0.5217	0.8711	0.9333
0.4582	9.8630	720	0.8686	0.5217	0.8686	0.9320
0.4582	9.8904	722	0.8683	0.5217	0.8683	0.9318
0.4582	9.9178	724	0.8697	0.5217	0.8697	0.9326
0.4582	9.9452	726	0.8720	0.5217	0.8720	0.9338
0.4582	9.9726	728	0.8737	0.5265	0.8737	0.9347
0.4582	10.0	730	0.8744	0.5265	0.8744	0.9351

Framework versions

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