ArabicNewSplits4_WithDuplicationsForScore5_FineTuningAraBERT_run3_AugV5_k18_task1_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: 0.6592
• Qwk: 0.7344
• Mse: 0.6592
• Rmse: 0.8119

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	0.0213	2	5.4094	-0.0047	5.4094	2.3258
No log	0.0426	4	3.4152	0.0724	3.4152	1.8480
No log	0.0638	6	2.0752	0.1252	2.0752	1.4405
No log	0.0851	8	1.2638	0.3011	1.2638	1.1242
No log	0.1064	10	1.5811	-0.1049	1.5811	1.2574
No log	0.1277	12	1.3606	0.1218	1.3606	1.1665
No log	0.1489	14	1.1891	0.1988	1.1891	1.0904
No log	0.1702	16	1.1322	0.2036	1.1322	1.0640
No log	0.1915	18	1.1306	0.2172	1.1306	1.0633
No log	0.2128	20	1.0675	0.2681	1.0675	1.0332
No log	0.2340	22	0.9962	0.3473	0.9962	0.9981
No log	0.2553	24	0.9330	0.4700	0.9330	0.9659
No log	0.2766	26	0.9647	0.4654	0.9647	0.9822
No log	0.2979	28	0.8093	0.5846	0.8093	0.8996
No log	0.3191	30	0.7146	0.6305	0.7146	0.8453
No log	0.3404	32	0.7063	0.6494	0.7063	0.8404
No log	0.3617	34	0.7452	0.6362	0.7452	0.8633
No log	0.3830	36	1.0383	0.5506	1.0383	1.0190
No log	0.4043	38	0.9564	0.6233	0.9564	0.9780
No log	0.4255	40	0.7318	0.6641	0.7318	0.8555
No log	0.4468	42	0.8106	0.5355	0.8106	0.9004
No log	0.4681	44	0.9827	0.5496	0.9827	0.9913
No log	0.4894	46	0.8737	0.5863	0.8737	0.9347
No log	0.5106	48	0.7079	0.6826	0.7079	0.8414
No log	0.5319	50	0.7379	0.6780	0.7379	0.8590
No log	0.5532	52	0.7634	0.6486	0.7634	0.8738
No log	0.5745	54	0.7465	0.6548	0.7465	0.8640
No log	0.5957	56	0.7474	0.6492	0.7474	0.8645
No log	0.6170	58	0.7356	0.6769	0.7356	0.8576
No log	0.6383	60	0.7197	0.6962	0.7197	0.8484
No log	0.6596	62	0.7964	0.6980	0.7964	0.8924
No log	0.6809	64	0.9150	0.7010	0.9150	0.9566
No log	0.7021	66	0.7326	0.6716	0.7326	0.8559
No log	0.7234	68	0.6627	0.7124	0.6627	0.8141
No log	0.7447	70	0.7425	0.6441	0.7425	0.8617
No log	0.7660	72	0.7018	0.6506	0.7018	0.8377
No log	0.7872	74	0.6490	0.6820	0.6490	0.8056
No log	0.8085	76	0.9760	0.6561	0.9760	0.9879
No log	0.8298	78	1.0019	0.6529	1.0019	1.0009
No log	0.8511	80	0.6995	0.7156	0.6995	0.8363
No log	0.8723	82	0.6049	0.7409	0.6049	0.7777
No log	0.8936	84	0.6159	0.7644	0.6159	0.7848
No log	0.9149	86	0.6886	0.7345	0.6886	0.8298
No log	0.9362	88	0.9705	0.7024	0.9705	0.9851
No log	0.9574	90	1.0100	0.6821	1.0100	1.0050
No log	0.9787	92	0.7211	0.7414	0.7211	0.8492
No log	1.0	94	0.6535	0.7343	0.6535	0.8084
No log	1.0213	96	0.6749	0.7168	0.6749	0.8215
No log	1.0426	98	0.7280	0.6635	0.7280	0.8532
No log	1.0638	100	0.6523	0.7120	0.6523	0.8076
No log	1.0851	102	0.7629	0.7170	0.7629	0.8734
No log	1.1064	104	0.7163	0.7267	0.7163	0.8464
No log	1.1277	106	0.6493	0.7116	0.6493	0.8058
No log	1.1489	108	0.6523	0.7174	0.6523	0.8077
No log	1.1702	110	0.6520	0.7316	0.6520	0.8075
No log	1.1915	112	0.8258	0.7002	0.8258	0.9087
No log	1.2128	114	0.9726	0.6703	0.9726	0.9862
No log	1.2340	116	0.7899	0.6831	0.7899	0.8888
No log	1.2553	118	0.6105	0.6916	0.6105	0.7813
No log	1.2766	120	0.6613	0.6807	0.6613	0.8132
No log	1.2979	122	0.6791	0.6920	0.6791	0.8240
No log	1.3191	124	0.6060	0.7255	0.6060	0.7785
No log	1.3404	126	0.6468	0.7524	0.6468	0.8042
No log	1.3617	128	0.6241	0.7539	0.6241	0.7900
No log	1.3830	130	0.5976	0.7295	0.5976	0.7730
No log	1.4043	132	0.6036	0.7225	0.6036	0.7769
No log	1.4255	134	0.6275	0.7351	0.6275	0.7921
No log	1.4468	136	0.6535	0.7081	0.6535	0.8084
No log	1.4681	138	0.7198	0.7223	0.7198	0.8484
No log	1.4894	140	0.8392	0.7191	0.8392	0.9161
No log	1.5106	142	0.8302	0.7055	0.8302	0.9111
No log	1.5319	144	0.7880	0.7126	0.7880	0.8877
No log	1.5532	146	0.7388	0.7182	0.7388	0.8595
No log	1.5745	148	0.7319	0.7265	0.7319	0.8555
No log	1.5957	150	0.6580	0.6934	0.6580	0.8112
No log	1.6170	152	0.6071	0.6851	0.6071	0.7792
No log	1.6383	154	0.6025	0.7038	0.6025	0.7762
No log	1.6596	156	0.5854	0.7141	0.5854	0.7651
No log	1.6809	158	0.5747	0.6989	0.5747	0.7581
No log	1.7021	160	0.6415	0.6818	0.6415	0.8009
No log	1.7234	162	0.6420	0.6950	0.6420	0.8013
No log	1.7447	164	0.6041	0.7343	0.6041	0.7772
No log	1.7660	166	0.7054	0.7347	0.7054	0.8399
No log	1.7872	168	0.7663	0.7220	0.7663	0.8754
No log	1.8085	170	0.7084	0.7495	0.7084	0.8417
No log	1.8298	172	0.5784	0.7539	0.5784	0.7606
No log	1.8511	174	0.5706	0.7415	0.5706	0.7554
No log	1.8723	176	0.5953	0.7097	0.5953	0.7715
No log	1.8936	178	0.6923	0.7445	0.6923	0.8321
No log	1.9149	180	0.8829	0.7149	0.8829	0.9396
No log	1.9362	182	0.8982	0.7153	0.8982	0.9477
No log	1.9574	184	0.7802	0.7166	0.7802	0.8833
No log	1.9787	186	0.6766	0.7196	0.6766	0.8226
No log	2.0	188	0.6994	0.7150	0.6994	0.8363
No log	2.0213	190	0.8039	0.7134	0.8039	0.8966
No log	2.0426	192	0.8655	0.7138	0.8655	0.9303
No log	2.0638	194	0.9169	0.6723	0.9169	0.9576
No log	2.0851	196	0.8155	0.6970	0.8155	0.9030
No log	2.1064	198	0.7211	0.6852	0.7211	0.8492
No log	2.1277	200	0.6805	0.6759	0.6805	0.8249
No log	2.1489	202	0.6976	0.6782	0.6976	0.8352
No log	2.1702	204	0.7332	0.6785	0.7332	0.8563
No log	2.1915	206	0.7813	0.6903	0.7813	0.8839
No log	2.2128	208	0.8247	0.6975	0.8247	0.9082
No log	2.2340	210	0.9329	0.6461	0.9329	0.9659
No log	2.2553	212	1.0762	0.6355	1.0762	1.0374
No log	2.2766	214	1.0093	0.6264	1.0093	1.0047
No log	2.2979	216	0.8668	0.6810	0.8668	0.9310
No log	2.3191	218	0.6861	0.7042	0.6861	0.8283
No log	2.3404	220	0.6453	0.7077	0.6453	0.8033
No log	2.3617	222	0.6616	0.7131	0.6616	0.8134
No log	2.3830	224	0.6530	0.7030	0.6530	0.8081
No log	2.4043	226	0.6534	0.7087	0.6534	0.8083
No log	2.4255	228	0.8978	0.6718	0.8978	0.9475
No log	2.4468	230	1.1639	0.5862	1.1639	1.0788
No log	2.4681	232	1.1829	0.5821	1.1829	1.0876
No log	2.4894	234	1.0287	0.6523	1.0287	1.0142
No log	2.5106	236	0.7503	0.7333	0.7503	0.8662
No log	2.5319	238	0.6819	0.7454	0.6819	0.8258
No log	2.5532	240	0.6693	0.7369	0.6693	0.8181
No log	2.5745	242	0.7210	0.7453	0.7210	0.8491
No log	2.5957	244	0.9739	0.6750	0.9739	0.9869
No log	2.6170	246	1.3295	0.5933	1.3295	1.1530
No log	2.6383	248	1.2538	0.5988	1.2538	1.1198
No log	2.6596	250	0.9172	0.6633	0.9172	0.9577
No log	2.6809	252	0.6700	0.7002	0.6700	0.8185
No log	2.7021	254	0.6286	0.6789	0.6286	0.7929
No log	2.7234	256	0.6296	0.7054	0.6296	0.7935
No log	2.7447	258	0.6729	0.7169	0.6729	0.8203
No log	2.7660	260	0.8625	0.6857	0.8625	0.9287
No log	2.7872	262	1.0443	0.6241	1.0443	1.0219
No log	2.8085	264	1.0410	0.6367	1.0410	1.0203
No log	2.8298	266	0.8778	0.6699	0.8778	0.9369
No log	2.8511	268	0.7439	0.6928	0.7439	0.8625
No log	2.8723	270	0.6910	0.7040	0.6910	0.8313
No log	2.8936	272	0.6798	0.7183	0.6798	0.8245
No log	2.9149	274	0.6784	0.7139	0.6784	0.8237
No log	2.9362	276	0.6798	0.7384	0.6798	0.8245
No log	2.9574	278	0.7015	0.7385	0.7015	0.8375
No log	2.9787	280	0.6963	0.7274	0.6963	0.8345
No log	3.0	282	0.6871	0.7262	0.6871	0.8289
No log	3.0213	284	0.6417	0.7153	0.6417	0.8010
No log	3.0426	286	0.6261	0.7193	0.6261	0.7912
No log	3.0638	288	0.6118	0.7471	0.6118	0.7822
No log	3.0851	290	0.5988	0.7392	0.5988	0.7738
No log	3.1064	292	0.5859	0.6917	0.5859	0.7654
No log	3.1277	294	0.5782	0.6776	0.5782	0.7604
No log	3.1489	296	0.5743	0.7298	0.5743	0.7578
No log	3.1702	298	0.6281	0.7255	0.6281	0.7925
No log	3.1915	300	0.6569	0.7328	0.6569	0.8105
No log	3.2128	302	0.6519	0.7216	0.6519	0.8074
No log	3.2340	304	0.6163	0.7323	0.6163	0.7851
No log	3.2553	306	0.6237	0.7255	0.6237	0.7897
No log	3.2766	308	0.6155	0.7303	0.6155	0.7845
No log	3.2979	310	0.6160	0.7393	0.6160	0.7849
No log	3.3191	312	0.6704	0.7570	0.6704	0.8188
No log	3.3404	314	0.6730	0.7596	0.6730	0.8204
No log	3.3617	316	0.6820	0.7511	0.6820	0.8259
No log	3.3830	318	0.6813	0.7547	0.6813	0.8254
No log	3.4043	320	0.6938	0.7183	0.6938	0.8329
No log	3.4255	322	0.7564	0.7090	0.7564	0.8697
No log	3.4468	324	0.7638	0.7229	0.7638	0.8740
No log	3.4681	326	0.7294	0.7252	0.7294	0.8540
No log	3.4894	328	0.6374	0.7250	0.6374	0.7984
No log	3.5106	330	0.6157	0.7449	0.6157	0.7846
No log	3.5319	332	0.6322	0.7570	0.6322	0.7951
No log	3.5532	334	0.6788	0.7624	0.6788	0.8239
No log	3.5745	336	0.8088	0.7364	0.8088	0.8993
No log	3.5957	338	1.0156	0.6830	1.0156	1.0078
No log	3.6170	340	0.9921	0.6894	0.9921	0.9961
No log	3.6383	342	0.8060	0.7228	0.8060	0.8978
No log	3.6596	344	0.6805	0.7319	0.6805	0.8249
No log	3.6809	346	0.6144	0.7504	0.6144	0.7838
No log	3.7021	348	0.5871	0.7309	0.5871	0.7662
No log	3.7234	350	0.5723	0.7299	0.5723	0.7565
No log	3.7447	352	0.5850	0.7357	0.5850	0.7649
No log	3.7660	354	0.6323	0.7381	0.6323	0.7952
No log	3.7872	356	0.6493	0.7381	0.6493	0.8058
No log	3.8085	358	0.6961	0.7319	0.6961	0.8343
No log	3.8298	360	0.7606	0.7121	0.7606	0.8721
No log	3.8511	362	0.7321	0.7388	0.7321	0.8556
No log	3.8723	364	0.6722	0.7309	0.6722	0.8199
No log	3.8936	366	0.6452	0.7216	0.6452	0.8032
No log	3.9149	368	0.6021	0.7183	0.6021	0.7759
No log	3.9362	370	0.5826	0.7174	0.5826	0.7633
No log	3.9574	372	0.5732	0.7136	0.5732	0.7571
No log	3.9787	374	0.5714	0.7316	0.5714	0.7559
No log	4.0	376	0.5568	0.7409	0.5568	0.7462
No log	4.0213	378	0.5530	0.7502	0.5530	0.7436
No log	4.0426	380	0.5654	0.7520	0.5654	0.7520
No log	4.0638	382	0.5572	0.7495	0.5572	0.7464
No log	4.0851	384	0.5762	0.7564	0.5762	0.7591
No log	4.1064	386	0.5922	0.7479	0.5922	0.7696
No log	4.1277	388	0.5575	0.7434	0.5575	0.7467
No log	4.1489	390	0.5460	0.7371	0.5460	0.7389
No log	4.1702	392	0.5480	0.7393	0.5480	0.7403
No log	4.1915	394	0.5585	0.7451	0.5585	0.7473
No log	4.2128	396	0.6196	0.7596	0.6196	0.7871
No log	4.2340	398	0.7868	0.7076	0.7868	0.8870
No log	4.2553	400	0.8484	0.6901	0.8484	0.9211
No log	4.2766	402	0.7465	0.7082	0.7465	0.8640
No log	4.2979	404	0.6275	0.7399	0.6275	0.7921
No log	4.3191	406	0.5913	0.7359	0.5913	0.7689
No log	4.3404	408	0.5882	0.7342	0.5882	0.7669
No log	4.3617	410	0.6251	0.7510	0.6251	0.7906
No log	4.3830	412	0.6699	0.7485	0.6699	0.8185
No log	4.4043	414	0.6974	0.7475	0.6974	0.8351
No log	4.4255	416	0.6825	0.7477	0.6825	0.8261
No log	4.4468	418	0.6273	0.7451	0.6273	0.7921
No log	4.4681	420	0.5735	0.7540	0.5735	0.7573
No log	4.4894	422	0.5736	0.7489	0.5736	0.7574
No log	4.5106	424	0.5857	0.7517	0.5857	0.7653
No log	4.5319	426	0.5915	0.7701	0.5915	0.7691
No log	4.5532	428	0.5551	0.7602	0.5551	0.7450
No log	4.5745	430	0.5499	0.7659	0.5499	0.7415
No log	4.5957	432	0.5529	0.7534	0.5529	0.7436
No log	4.6170	434	0.5585	0.7486	0.5585	0.7474
No log	4.6383	436	0.6103	0.7277	0.6103	0.7812
No log	4.6596	438	0.6561	0.7343	0.6561	0.8100
No log	4.6809	440	0.7136	0.7007	0.7136	0.8447
No log	4.7021	442	0.6800	0.7506	0.6800	0.8246
No log	4.7234	444	0.5925	0.7535	0.5925	0.7697
No log	4.7447	446	0.5495	0.7453	0.5495	0.7413
No log	4.7660	448	0.5523	0.7344	0.5523	0.7432
No log	4.7872	450	0.5610	0.7474	0.5610	0.7490
No log	4.8085	452	0.5838	0.7483	0.5838	0.7640
No log	4.8298	454	0.5972	0.7573	0.5972	0.7728
No log	4.8511	456	0.6582	0.7534	0.6582	0.8113
No log	4.8723	458	0.7994	0.6859	0.7994	0.8941
No log	4.8936	460	0.9181	0.6213	0.9181	0.9582
No log	4.9149	462	0.8933	0.6213	0.8933	0.9451
No log	4.9362	464	0.7894	0.6427	0.7894	0.8885
No log	4.9574	466	0.7160	0.6742	0.7160	0.8462
No log	4.9787	468	0.6815	0.7073	0.6815	0.8255
No log	5.0	470	0.7035	0.6816	0.7035	0.8388
No log	5.0213	472	0.7703	0.6787	0.7703	0.8777
No log	5.0426	474	0.8153	0.6582	0.8153	0.9029
No log	5.0638	476	0.8612	0.6539	0.8612	0.9280
No log	5.0851	478	0.8215	0.6723	0.8215	0.9064
No log	5.1064	480	0.7889	0.6925	0.7889	0.8882
No log	5.1277	482	0.7274	0.6883	0.7274	0.8529
No log	5.1489	484	0.6602	0.7210	0.6602	0.8125
No log	5.1702	486	0.6433	0.7411	0.6433	0.8020
No log	5.1915	488	0.6652	0.7234	0.6652	0.8156
No log	5.2128	490	0.6928	0.7231	0.6928	0.8324
No log	5.2340	492	0.7177	0.7031	0.7177	0.8472
No log	5.2553	494	0.7631	0.7099	0.7631	0.8736
No log	5.2766	496	0.7874	0.7066	0.7874	0.8874
No log	5.2979	498	0.7602	0.7125	0.7602	0.8719
0.4476	5.3191	500	0.7003	0.7164	0.7003	0.8369
0.4476	5.3404	502	0.7010	0.7122	0.7010	0.8372
0.4476	5.3617	504	0.7576	0.7110	0.7576	0.8704
0.4476	5.3830	506	0.8619	0.6770	0.8619	0.9284
0.4476	5.4043	508	0.8448	0.6840	0.8448	0.9191
0.4476	5.4255	510	0.7240	0.7071	0.7240	0.8509
0.4476	5.4468	512	0.6361	0.7639	0.6361	0.7975
0.4476	5.4681	514	0.6036	0.7553	0.6036	0.7769
0.4476	5.4894	516	0.5966	0.7553	0.5966	0.7724
0.4476	5.5106	518	0.6035	0.7463	0.6035	0.7769
0.4476	5.5319	520	0.6087	0.7571	0.6087	0.7802
0.4476	5.5532	522	0.6478	0.7422	0.6478	0.8049
0.4476	5.5745	524	0.7317	0.7141	0.7317	0.8554
0.4476	5.5957	526	0.7427	0.7004	0.7427	0.8618
0.4476	5.6170	528	0.7029	0.7423	0.7029	0.8384
0.4476	5.6383	530	0.6650	0.7207	0.6650	0.8155
0.4476	5.6596	532	0.6153	0.7257	0.6153	0.7844
0.4476	5.6809	534	0.6118	0.7242	0.6118	0.7822
0.4476	5.7021	536	0.6499	0.7423	0.6499	0.8062
0.4476	5.7234	538	0.6846	0.7411	0.6846	0.8274
0.4476	5.7447	540	0.7156	0.7447	0.7156	0.8459
0.4476	5.7660	542	0.7209	0.7233	0.7209	0.8491
0.4476	5.7872	544	0.6675	0.7440	0.6675	0.8170
0.4476	5.8085	546	0.6357	0.7590	0.6357	0.7973
0.4476	5.8298	548	0.6361	0.7590	0.6361	0.7975
0.4476	5.8511	550	0.6529	0.7590	0.6529	0.8080
0.4476	5.8723	552	0.6821	0.7139	0.6821	0.8259
0.4476	5.8936	554	0.7702	0.6706	0.7702	0.8776
0.4476	5.9149	556	0.8449	0.6421	0.8449	0.9192
0.4476	5.9362	558	0.8186	0.6691	0.8186	0.9047
0.4476	5.9574	560	0.7190	0.6816	0.7190	0.8479
0.4476	5.9787	562	0.6124	0.7270	0.6124	0.7825
0.4476	6.0	564	0.5562	0.7319	0.5562	0.7458
0.4476	6.0213	566	0.5433	0.7373	0.5433	0.7371
0.4476	6.0426	568	0.5596	0.7312	0.5596	0.7481
0.4476	6.0638	570	0.6047	0.7248	0.6047	0.7776
0.4476	6.0851	572	0.6673	0.7426	0.6673	0.8169
0.4476	6.1064	574	0.6963	0.7146	0.6963	0.8344
0.4476	6.1277	576	0.6565	0.7426	0.6565	0.8102
0.4476	6.1489	578	0.5877	0.7533	0.5877	0.7666
0.4476	6.1702	580	0.5414	0.7377	0.5414	0.7358
0.4476	6.1915	582	0.5331	0.7499	0.5331	0.7301
0.4476	6.2128	584	0.5377	0.7481	0.5377	0.7333
0.4476	6.2340	586	0.5552	0.7314	0.5552	0.7451
0.4476	6.2553	588	0.5892	0.7384	0.5892	0.7676
0.4476	6.2766	590	0.6355	0.7553	0.6355	0.7972
0.4476	6.2979	592	0.7057	0.7338	0.7057	0.8401
0.4476	6.3191	594	0.7704	0.7176	0.7704	0.8777
0.4476	6.3404	596	0.7911	0.6902	0.7911	0.8894
0.4476	6.3617	598	0.7275	0.7275	0.7275	0.8529
0.4476	6.3830	600	0.6434	0.7275	0.6434	0.8021
0.4476	6.4043	602	0.5890	0.7381	0.5890	0.7674
0.4476	6.4255	604	0.5791	0.7304	0.5791	0.7610
0.4476	6.4468	606	0.5786	0.7304	0.5786	0.7607
0.4476	6.4681	608	0.5935	0.7246	0.5935	0.7704
0.4476	6.4894	610	0.6205	0.7280	0.6205	0.7877
0.4476	6.5106	612	0.6567	0.7381	0.6567	0.8104
0.4476	6.5319	614	0.6750	0.7418	0.6750	0.8216
0.4476	6.5532	616	0.6733	0.7485	0.6733	0.8205
0.4476	6.5745	618	0.6551	0.7485	0.6551	0.8094
0.4476	6.5957	620	0.6176	0.7524	0.6176	0.7858
0.4476	6.6170	622	0.5776	0.7603	0.5776	0.7600
0.4476	6.6383	624	0.5638	0.7511	0.5638	0.7509
0.4476	6.6596	626	0.5591	0.7544	0.5591	0.7477
0.4476	6.6809	628	0.5611	0.7526	0.5611	0.7491
0.4476	6.7021	630	0.5606	0.7526	0.5606	0.7488
0.4476	6.7234	632	0.5528	0.7559	0.5528	0.7435
0.4476	6.7447	634	0.5532	0.7573	0.5532	0.7438
0.4476	6.7660	636	0.5697	0.7510	0.5697	0.7548
0.4476	6.7872	638	0.6116	0.7329	0.6116	0.7821
0.4476	6.8085	640	0.6463	0.7343	0.6463	0.8039
0.4476	6.8298	642	0.6493	0.7343	0.6493	0.8058
0.4476	6.8511	644	0.6317	0.7283	0.6317	0.7948
0.4476	6.8723	646	0.6204	0.7349	0.6204	0.7877
0.4476	6.8936	648	0.6240	0.7222	0.6240	0.7899
0.4476	6.9149	650	0.6214	0.7136	0.6214	0.7883
0.4476	6.9362	652	0.6276	0.7136	0.6276	0.7922
0.4476	6.9574	654	0.6630	0.7277	0.6630	0.8143
0.4476	6.9787	656	0.6764	0.7232	0.6764	0.8225
0.4476	7.0	658	0.6735	0.7343	0.6735	0.8207
0.4476	7.0213	660	0.6535	0.7391	0.6535	0.8084
0.4476	7.0426	662	0.6359	0.7423	0.6359	0.7975
0.4476	7.0638	664	0.6212	0.7553	0.6212	0.7882
0.4476	7.0851	666	0.6012	0.7682	0.6012	0.7754
0.4476	7.1064	668	0.6070	0.7496	0.6070	0.7791
0.4476	7.1277	670	0.6339	0.7480	0.6339	0.7962
0.4476	7.1489	672	0.6924	0.7232	0.6924	0.8321
0.4476	7.1702	674	0.7461	0.6920	0.7461	0.8638
0.4476	7.1915	676	0.8292	0.6474	0.8292	0.9106
0.4476	7.2128	678	0.9232	0.6516	0.9232	0.9608
0.4476	7.2340	680	0.9694	0.6394	0.9694	0.9846
0.4476	7.2553	682	0.9294	0.6342	0.9294	0.9641
0.4476	7.2766	684	0.8436	0.6357	0.8436	0.9185
0.4476	7.2979	686	0.7510	0.6788	0.7510	0.8666
0.4476	7.3191	688	0.7025	0.6978	0.7025	0.8381
0.4476	7.3404	690	0.6673	0.7173	0.6673	0.8169
0.4476	7.3617	692	0.6512	0.7420	0.6512	0.8070
0.4476	7.3830	694	0.6205	0.7453	0.6205	0.7877
0.4476	7.4043	696	0.5916	0.7407	0.5916	0.7692
0.4476	7.4255	698	0.5884	0.7407	0.5884	0.7671
0.4476	7.4468	700	0.5894	0.7224	0.5894	0.7677
0.4476	7.4681	702	0.6026	0.7304	0.6026	0.7763
0.4476	7.4894	704	0.6095	0.7186	0.6095	0.7807
0.4476	7.5106	706	0.6155	0.7027	0.6155	0.7845
0.4476	7.5319	708	0.6139	0.6978	0.6139	0.7835
0.4476	7.5532	710	0.6216	0.6978	0.6216	0.7884
0.4476	7.5745	712	0.6265	0.7113	0.6265	0.7915
0.4476	7.5957	714	0.6531	0.6961	0.6531	0.8081
0.4476	7.6170	716	0.7040	0.6869	0.7040	0.8390
0.4476	7.6383	718	0.7676	0.6888	0.7676	0.8762
0.4476	7.6596	720	0.8428	0.6439	0.8428	0.9180
0.4476	7.6809	722	0.8813	0.6421	0.8813	0.9388
0.4476	7.7021	724	0.8783	0.6437	0.8783	0.9372
0.4476	7.7234	726	0.8312	0.6439	0.8312	0.9117
0.4476	7.7447	728	0.7731	0.6548	0.7731	0.8793
0.4476	7.7660	730	0.7387	0.6723	0.7387	0.8595
0.4476	7.7872	732	0.7232	0.6656	0.7232	0.8504
0.4476	7.8085	734	0.7109	0.6777	0.7109	0.8431
0.4476	7.8298	736	0.7070	0.6843	0.7070	0.8408
0.4476	7.8511	738	0.7130	0.6988	0.7130	0.8444
0.4476	7.8723	740	0.7155	0.7065	0.7155	0.8459
0.4476	7.8936	742	0.7312	0.7065	0.7312	0.8551
0.4476	7.9149	744	0.7614	0.6914	0.7614	0.8726
0.4476	7.9362	746	0.7892	0.6803	0.7892	0.8883
0.4476	7.9574	748	0.7933	0.6786	0.7933	0.8906
0.4476	7.9787	750	0.7725	0.6914	0.7725	0.8789
0.4476	8.0	752	0.7371	0.7171	0.7371	0.8585
0.4476	8.0213	754	0.6972	0.7171	0.6972	0.8350
0.4476	8.0426	756	0.6757	0.7333	0.6757	0.8220
0.4476	8.0638	758	0.6543	0.7436	0.6543	0.8089
0.4476	8.0851	760	0.6365	0.7317	0.6365	0.7978
0.4476	8.1064	762	0.6139	0.7117	0.6139	0.7835
0.4476	8.1277	764	0.6044	0.7183	0.6044	0.7774
0.4476	8.1489	766	0.6068	0.7297	0.6068	0.7790
0.4476	8.1702	768	0.6215	0.7269	0.6215	0.7883
0.4476	8.1915	770	0.6433	0.7366	0.6433	0.8020
0.4476	8.2128	772	0.6550	0.7381	0.6550	0.8093
0.4476	8.2340	774	0.6692	0.7514	0.6692	0.8180
0.4476	8.2553	776	0.6776	0.7511	0.6776	0.8232
0.4476	8.2766	778	0.6612	0.7424	0.6612	0.8132
0.4476	8.2979	780	0.6527	0.7354	0.6527	0.8079
0.4476	8.3191	782	0.6541	0.7470	0.6541	0.8088
0.4476	8.3404	784	0.6495	0.7470	0.6495	0.8059
0.4476	8.3617	786	0.6385	0.7456	0.6385	0.7990
0.4476	8.3830	788	0.6363	0.7456	0.6363	0.7977
0.4476	8.4043	790	0.6273	0.7411	0.6273	0.7920
0.4476	8.4255	792	0.6202	0.7351	0.6202	0.7875
0.4476	8.4468	794	0.6117	0.7351	0.6117	0.7821
0.4476	8.4681	796	0.6086	0.7309	0.6086	0.7801
0.4476	8.4894	798	0.6068	0.7340	0.6068	0.7790
0.4476	8.5106	800	0.6072	0.7340	0.6072	0.7792
0.4476	8.5319	802	0.6071	0.7525	0.6071	0.7792
0.4476	8.5532	804	0.6138	0.7216	0.6138	0.7834
0.4476	8.5745	806	0.6291	0.7276	0.6291	0.7932
0.4476	8.5957	808	0.6502	0.7286	0.6502	0.8063
0.4476	8.6170	810	0.6574	0.7286	0.6574	0.8108
0.4476	8.6383	812	0.6669	0.7420	0.6669	0.8167
0.4476	8.6596	814	0.6765	0.7459	0.6765	0.8225
0.4476	8.6809	816	0.6778	0.7459	0.6778	0.8233
0.4476	8.7021	818	0.6687	0.7404	0.6687	0.8177
0.4476	8.7234	820	0.6539	0.7349	0.6539	0.8087
0.4476	8.7447	822	0.6402	0.7175	0.6402	0.8001
0.4476	8.7660	824	0.6303	0.7161	0.6303	0.7939
0.4476	8.7872	826	0.6227	0.7245	0.6227	0.7891
0.4476	8.8085	828	0.6232	0.7222	0.6232	0.7894
0.4476	8.8298	830	0.6316	0.7152	0.6316	0.7947
0.4476	8.8511	832	0.6417	0.7152	0.6417	0.8011
0.4476	8.8723	834	0.6458	0.7212	0.6458	0.8036
0.4476	8.8936	836	0.6613	0.7401	0.6613	0.8132
0.4476	8.9149	838	0.6726	0.7401	0.6726	0.8201
0.4476	8.9362	840	0.6837	0.7400	0.6837	0.8268
0.4476	8.9574	842	0.6998	0.7281	0.6998	0.8366
0.4476	8.9787	844	0.7153	0.7255	0.7153	0.8458
0.4476	9.0	846	0.7258	0.7116	0.7258	0.8519
0.4476	9.0213	848	0.7372	0.7075	0.7372	0.8586
0.4476	9.0426	850	0.7337	0.7039	0.7337	0.8565
0.4476	9.0638	852	0.7179	0.7255	0.7179	0.8473
0.4476	9.0851	854	0.6977	0.7373	0.6977	0.8353
0.4476	9.1064	856	0.6803	0.7416	0.6803	0.8248
0.4476	9.1277	858	0.6653	0.7286	0.6653	0.8156
0.4476	9.1489	860	0.6567	0.7228	0.6567	0.8104
0.4476	9.1702	862	0.6600	0.7328	0.6600	0.8124
0.4476	9.1915	864	0.6714	0.7475	0.6714	0.8194
0.4476	9.2128	866	0.6807	0.7475	0.6807	0.8250
0.4476	9.2340	868	0.6927	0.7358	0.6927	0.8323
0.4476	9.2553	870	0.7057	0.7358	0.7057	0.8401
0.4476	9.2766	872	0.7188	0.7199	0.7188	0.8478
0.4476	9.2979	874	0.7341	0.6950	0.7341	0.8568
0.4476	9.3191	876	0.7427	0.6950	0.7427	0.8618
0.4476	9.3404	878	0.7501	0.6950	0.7501	0.8661
0.4476	9.3617	880	0.7523	0.6979	0.7523	0.8674
0.4476	9.3830	882	0.7530	0.6885	0.7530	0.8678
0.4476	9.4043	884	0.7424	0.6979	0.7424	0.8616
0.4476	9.4255	886	0.7282	0.7075	0.7282	0.8533
0.4476	9.4468	888	0.7186	0.6993	0.7186	0.8477
0.4476	9.4681	890	0.7069	0.7169	0.7069	0.8408
0.4476	9.4894	892	0.6962	0.7317	0.6962	0.8344
0.4476	9.5106	894	0.6894	0.7280	0.6894	0.8303
0.4476	9.5319	896	0.6820	0.7401	0.6820	0.8258
0.4476	9.5532	898	0.6780	0.7401	0.6780	0.8234
0.4476	9.5745	900	0.6722	0.7401	0.6722	0.8199
0.4476	9.5957	902	0.6686	0.7401	0.6686	0.8177
0.4476	9.6170	904	0.6646	0.7401	0.6646	0.8153
0.4476	9.6383	906	0.6621	0.7344	0.6621	0.8137
0.4476	9.6596	908	0.6594	0.7344	0.6594	0.8120
0.4476	9.6809	910	0.6587	0.7344	0.6587	0.8116
0.4476	9.7021	912	0.6578	0.7286	0.6578	0.8111
0.4476	9.7234	914	0.6582	0.7344	0.6582	0.8113
0.4476	9.7447	916	0.6599	0.7344	0.6599	0.8123
0.4476	9.7660	918	0.6614	0.7344	0.6614	0.8133
0.4476	9.7872	920	0.6622	0.7344	0.6622	0.8138
0.4476	9.8085	922	0.6620	0.7344	0.6620	0.8136
0.4476	9.8298	924	0.6608	0.7344	0.6608	0.8129
0.4476	9.8511	926	0.6605	0.7344	0.6605	0.8127
0.4476	9.8723	928	0.6606	0.7344	0.6606	0.8127
0.4476	9.8936	930	0.6596	0.7344	0.6596	0.8121
0.4476	9.9149	932	0.6592	0.7344	0.6592	0.8119
0.4476	9.9362	934	0.6590	0.7344	0.6590	0.8118
0.4476	9.9574	936	0.6589	0.7344	0.6589	0.8117
0.4476	9.9787	938	0.6590	0.7344	0.6590	0.8118
0.4476	10.0	940	0.6592	0.7344	0.6592	0.8119

Framework versions

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