ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run1_AugV5_k15_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: 0.9814
• Qwk: 0.5950
• Mse: 0.9814
• Rmse: 0.9907

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: 100

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0270	2	5.3209	-0.0433	5.3209	2.3067
No log	0.0541	4	3.2203	0.0840	3.2203	1.7945
No log	0.0811	6	2.6201	-0.1467	2.6201	1.6187
No log	0.1081	8	2.0037	-0.0069	2.0037	1.4155
No log	0.1351	10	1.7421	-0.0415	1.7421	1.3199
No log	0.1622	12	1.4642	0.0065	1.4642	1.2100
No log	0.1892	14	1.3942	0.0565	1.3942	1.1808
No log	0.2162	16	1.3722	0.0383	1.3722	1.1714
No log	0.2432	18	1.3749	0.1707	1.3749	1.1726
No log	0.2703	20	1.9039	0.0477	1.9039	1.3798
No log	0.2973	22	2.0294	0.0550	2.0294	1.4246
No log	0.3243	24	1.6528	0.0624	1.6528	1.2856
No log	0.3514	26	1.2944	0.2374	1.2944	1.1377
No log	0.3784	28	1.2457	0.2709	1.2457	1.1161
No log	0.4054	30	1.2996	0.1959	1.2996	1.1400
No log	0.4324	32	1.3361	0.1356	1.3361	1.1559
No log	0.4595	34	1.4554	0.1674	1.4554	1.2064
No log	0.4865	36	1.5746	0.2053	1.5746	1.2548
No log	0.5135	38	1.9320	0.1660	1.9320	1.3900
No log	0.5405	40	1.7491	0.2327	1.7491	1.3225
No log	0.5676	42	1.7330	0.2066	1.7330	1.3164
No log	0.5946	44	1.5646	0.2845	1.5646	1.2509
No log	0.6216	46	1.3444	0.2954	1.3444	1.1595
No log	0.6486	48	1.3256	0.3323	1.3256	1.1514
No log	0.6757	50	1.4380	0.3427	1.4380	1.1992
No log	0.7027	52	1.5036	0.3106	1.5036	1.2262
No log	0.7297	54	1.4381	0.3514	1.4381	1.1992
No log	0.7568	56	1.2285	0.4398	1.2285	1.1084
No log	0.7838	58	1.1660	0.4748	1.1660	1.0798
No log	0.8108	60	1.4378	0.3770	1.4378	1.1991
No log	0.8378	62	1.4840	0.3460	1.4840	1.2182
No log	0.8649	64	1.0892	0.4312	1.0892	1.0437
No log	0.8919	66	1.0240	0.3933	1.0240	1.0119
No log	0.9189	68	1.0129	0.3909	1.0129	1.0065
No log	0.9459	70	1.0231	0.3573	1.0231	1.0115
No log	0.9730	72	1.0883	0.3885	1.0883	1.0432
No log	1.0	74	1.0876	0.3906	1.0876	1.0429
No log	1.0270	76	0.9589	0.4393	0.9589	0.9792
No log	1.0541	78	1.0010	0.3373	1.0010	1.0005
No log	1.0811	80	1.0221	0.3377	1.0221	1.0110
No log	1.1081	82	0.9211	0.4055	0.9211	0.9597
No log	1.1351	84	0.9157	0.4687	0.9157	0.9569
No log	1.1622	86	0.9113	0.4103	0.9113	0.9546
No log	1.1892	88	0.8982	0.4124	0.8982	0.9477
No log	1.2162	90	0.8833	0.5259	0.8833	0.9399
No log	1.2432	92	0.8573	0.5149	0.8573	0.9259
No log	1.2703	94	0.9412	0.5107	0.9412	0.9702
No log	1.2973	96	1.0695	0.4490	1.0695	1.0341
No log	1.3243	98	1.0092	0.4918	1.0092	1.0046
No log	1.3514	100	0.9567	0.5100	0.9567	0.9781
No log	1.3784	102	0.9408	0.5295	0.9408	0.9699
No log	1.4054	104	0.8888	0.5190	0.8888	0.9428
No log	1.4324	106	0.9649	0.4784	0.9649	0.9823
No log	1.4595	108	1.0184	0.4335	1.0184	1.0092
No log	1.4865	110	0.9116	0.4744	0.9116	0.9548
No log	1.5135	112	0.9251	0.4818	0.9251	0.9618
No log	1.5405	114	0.9571	0.4191	0.9571	0.9783
No log	1.5676	116	0.9310	0.4807	0.9310	0.9649
No log	1.5946	118	0.8522	0.4958	0.8522	0.9231
No log	1.6216	120	0.8405	0.5042	0.8405	0.9168
No log	1.6486	122	0.8258	0.4822	0.8258	0.9087
No log	1.6757	124	0.8488	0.5217	0.8488	0.9213
No log	1.7027	126	0.8206	0.5136	0.8206	0.9059
No log	1.7297	128	0.7946	0.5471	0.7946	0.8914
No log	1.7568	130	0.8495	0.5418	0.8495	0.9217
No log	1.7838	132	0.9345	0.4375	0.9345	0.9667
No log	1.8108	134	0.9694	0.4400	0.9694	0.9846
No log	1.8378	136	0.9974	0.4512	0.9974	0.9987
No log	1.8649	138	1.0590	0.3852	1.0590	1.0291
No log	1.8919	140	1.1726	0.3583	1.1726	1.0829
No log	1.9189	142	1.2413	0.3488	1.2413	1.1141
No log	1.9459	144	1.0510	0.4405	1.0510	1.0252
No log	1.9730	146	0.8788	0.5556	0.8788	0.9374
No log	2.0	148	0.9575	0.5591	0.9575	0.9785
No log	2.0270	150	0.9561	0.5382	0.9561	0.9778
No log	2.0541	152	1.0474	0.4515	1.0474	1.0234
No log	2.0811	154	1.1103	0.4908	1.1103	1.0537
No log	2.1081	156	1.0171	0.5417	1.0171	1.0085
No log	2.1351	158	0.8457	0.5818	0.8457	0.9196
No log	2.1622	160	0.7538	0.5807	0.7538	0.8682
No log	2.1892	162	0.7328	0.5544	0.7328	0.8560
No log	2.2162	164	0.7459	0.5778	0.7459	0.8637
No log	2.2432	166	0.7338	0.5878	0.7338	0.8566
No log	2.2703	168	0.7489	0.5999	0.7489	0.8654
No log	2.2973	170	0.7581	0.6293	0.7581	0.8707
No log	2.3243	172	0.9229	0.6070	0.9229	0.9607
No log	2.3514	174	1.3283	0.4856	1.3283	1.1525
No log	2.3784	176	1.3423	0.4127	1.3423	1.1586
No log	2.4054	178	1.1243	0.4152	1.1243	1.0603
No log	2.4324	180	1.0410	0.4534	1.0410	1.0203
No log	2.4595	182	1.0470	0.4603	1.0470	1.0232
No log	2.4865	184	1.2181	0.4475	1.2181	1.1037
No log	2.5135	186	1.1333	0.5050	1.1333	1.0646
No log	2.5405	188	0.8601	0.6047	0.8601	0.9274
No log	2.5676	190	0.6925	0.6701	0.6925	0.8322
No log	2.5946	192	0.6592	0.6864	0.6592	0.8119
No log	2.6216	194	0.6535	0.7073	0.6535	0.8084
No log	2.6486	196	0.6758	0.6792	0.6758	0.8220
No log	2.6757	198	0.6466	0.6610	0.6466	0.8041
No log	2.7027	200	0.7012	0.6966	0.7012	0.8374
No log	2.7297	202	0.6319	0.7248	0.6319	0.7949
No log	2.7568	204	0.6077	0.7146	0.6077	0.7795
No log	2.7838	206	0.6106	0.7036	0.6106	0.7814
No log	2.8108	208	0.6651	0.7049	0.6651	0.8155
No log	2.8378	210	0.7794	0.6448	0.7794	0.8828
No log	2.8649	212	0.7044	0.6502	0.7044	0.8393
No log	2.8919	214	0.6553	0.6505	0.6553	0.8095
No log	2.9189	216	0.6675	0.6353	0.6675	0.8170
No log	2.9459	218	0.7631	0.6286	0.7631	0.8736
No log	2.9730	220	1.0237	0.5353	1.0237	1.0118
No log	3.0	222	1.3313	0.4443	1.3313	1.1538
No log	3.0270	224	1.4446	0.4222	1.4446	1.2019
No log	3.0541	226	1.2714	0.4696	1.2714	1.1276
No log	3.0811	228	1.0073	0.6046	1.0073	1.0037
No log	3.1081	230	0.8256	0.6619	0.8256	0.9086
No log	3.1351	232	0.8457	0.6729	0.8457	0.9196
No log	3.1622	234	0.8093	0.6748	0.8093	0.8996
No log	3.1892	236	0.8085	0.6546	0.8085	0.8992
No log	3.2162	238	0.9757	0.5635	0.9757	0.9878
No log	3.2432	240	1.0875	0.5221	1.0875	1.0428
No log	3.2703	242	1.0098	0.5384	1.0098	1.0049
No log	3.2973	244	0.8419	0.5040	0.8419	0.9176
No log	3.3243	246	0.7754	0.5499	0.7754	0.8806
No log	3.3514	248	0.7662	0.6004	0.7662	0.8753
No log	3.3784	250	0.8125	0.5674	0.8125	0.9014
No log	3.4054	252	0.9092	0.6005	0.9092	0.9535
No log	3.4324	254	0.9332	0.5990	0.9332	0.9660
No log	3.4595	256	0.9506	0.5878	0.9506	0.9750
No log	3.4865	258	0.9229	0.6059	0.9229	0.9607
No log	3.5135	260	0.8522	0.6404	0.8522	0.9232
No log	3.5405	262	0.9141	0.6208	0.9141	0.9561
No log	3.5676	264	0.9282	0.6078	0.9282	0.9634
No log	3.5946	266	0.8803	0.6224	0.8803	0.9383
No log	3.6216	268	0.8441	0.6338	0.8441	0.9187
No log	3.6486	270	0.8717	0.6196	0.8717	0.9337
No log	3.6757	272	0.9142	0.5908	0.9142	0.9562
No log	3.7027	274	1.0511	0.5453	1.0511	1.0252
No log	3.7297	276	1.1418	0.5265	1.1418	1.0685
No log	3.7568	278	1.0460	0.5562	1.0460	1.0227
No log	3.7838	280	0.8786	0.6030	0.8786	0.9374
No log	3.8108	282	0.8248	0.6087	0.8248	0.9082
No log	3.8378	284	0.7452	0.6441	0.7452	0.8633
No log	3.8649	286	0.7451	0.6525	0.7451	0.8632
No log	3.8919	288	0.6961	0.7043	0.6961	0.8343
No log	3.9189	290	0.7299	0.6784	0.7299	0.8544
No log	3.9459	292	0.9592	0.5683	0.9592	0.9794
No log	3.9730	294	0.9928	0.5612	0.9928	0.9964
No log	4.0	296	0.8554	0.6092	0.8554	0.9249
No log	4.0270	298	0.7308	0.6857	0.7308	0.8548
No log	4.0541	300	0.6977	0.7101	0.6977	0.8353
No log	4.0811	302	0.7140	0.7214	0.7140	0.8450
No log	4.1081	304	0.8421	0.6114	0.8421	0.9176
No log	4.1351	306	1.0494	0.5550	1.0494	1.0244
No log	4.1622	308	1.0507	0.5293	1.0507	1.0250
No log	4.1892	310	0.8253	0.6279	0.8253	0.9084
No log	4.2162	312	0.7156	0.5547	0.7156	0.8460
No log	4.2432	314	0.6875	0.6268	0.6875	0.8291
No log	4.2703	316	0.7788	0.6244	0.7788	0.8825
No log	4.2973	318	0.8239	0.6285	0.8239	0.9077
No log	4.3243	320	0.8953	0.6229	0.8953	0.9462
No log	4.3514	322	1.0338	0.5548	1.0338	1.0167
No log	4.3784	324	1.1980	0.4968	1.1980	1.0945
No log	4.4054	326	0.9811	0.5864	0.9811	0.9905
No log	4.4324	328	0.7307	0.7056	0.7307	0.8548
No log	4.4595	330	0.7160	0.6961	0.7160	0.8462
No log	4.4865	332	0.8167	0.6505	0.8167	0.9037
No log	4.5135	334	1.2010	0.4920	1.2010	1.0959
No log	4.5405	336	1.3531	0.4160	1.3531	1.1632
No log	4.5676	338	1.0892	0.4931	1.0892	1.0437
No log	4.5946	340	0.7171	0.6862	0.7171	0.8468
No log	4.6216	342	0.6868	0.6433	0.6868	0.8287
No log	4.6486	344	0.6966	0.6303	0.6966	0.8346
No log	4.6757	346	0.6740	0.6995	0.6740	0.8210
No log	4.7027	348	0.8556	0.5861	0.8556	0.9250
No log	4.7297	350	1.2245	0.4542	1.2245	1.1066
No log	4.7568	352	1.2852	0.4281	1.2852	1.1337
No log	4.7838	354	1.1123	0.5060	1.1123	1.0546
No log	4.8108	356	0.8085	0.6227	0.8085	0.8992
No log	4.8378	358	0.6650	0.6882	0.6650	0.8155
No log	4.8649	360	0.6729	0.6613	0.6729	0.8203
No log	4.8919	362	0.6677	0.6617	0.6677	0.8171
No log	4.9189	364	0.7575	0.6459	0.7575	0.8703
No log	4.9459	366	1.0851	0.5428	1.0851	1.0417
No log	4.9730	368	1.3710	0.4645	1.3710	1.1709
No log	5.0	370	1.3440	0.5133	1.3440	1.1593
No log	5.0270	372	1.0823	0.5612	1.0823	1.0404
No log	5.0541	374	0.7909	0.6299	0.7909	0.8893
No log	5.0811	376	0.6566	0.7221	0.6566	0.8103
No log	5.1081	378	0.6520	0.6898	0.6520	0.8075
No log	5.1351	380	0.6782	0.6907	0.6782	0.8235
No log	5.1622	382	0.7906	0.6386	0.7906	0.8892
No log	5.1892	384	0.9390	0.5863	0.9390	0.9690
No log	5.2162	386	0.9342	0.5850	0.9342	0.9665
No log	5.2432	388	0.8723	0.6279	0.8723	0.9340
No log	5.2703	390	0.7854	0.6877	0.7854	0.8862
No log	5.2973	392	0.8347	0.6436	0.8347	0.9136
No log	5.3243	394	1.0300	0.5827	1.0300	1.0149
No log	5.3514	396	1.0758	0.5647	1.0758	1.0372
No log	5.3784	398	1.0009	0.5742	1.0009	1.0004
No log	5.4054	400	0.9368	0.5779	0.9368	0.9679
No log	5.4324	402	0.8122	0.6588	0.8122	0.9012
No log	5.4595	404	0.7274	0.6937	0.7274	0.8529
No log	5.4865	406	0.7658	0.6832	0.7658	0.8751
No log	5.5135	408	0.8322	0.6365	0.8322	0.9123
No log	5.5405	410	0.9430	0.5705	0.9430	0.9711
No log	5.5676	412	0.8721	0.6066	0.8721	0.9339
No log	5.5946	414	0.7730	0.6739	0.7730	0.8792
No log	5.6216	416	0.6798	0.7086	0.6798	0.8245
No log	5.6486	418	0.6399	0.7262	0.6399	0.7999
No log	5.6757	420	0.6326	0.7359	0.6326	0.7953
No log	5.7027	422	0.6280	0.7286	0.6280	0.7925
No log	5.7297	424	0.6659	0.7270	0.6659	0.8160
No log	5.7568	426	0.7803	0.6558	0.7803	0.8833
No log	5.7838	428	0.8387	0.6212	0.8387	0.9158
No log	5.8108	430	0.8604	0.6128	0.8604	0.9276
No log	5.8378	432	0.7985	0.6336	0.7985	0.8936
No log	5.8649	434	0.6697	0.7237	0.6697	0.8183
No log	5.8919	436	0.6623	0.7170	0.6623	0.8138
No log	5.9189	438	0.7306	0.6899	0.7306	0.8547
No log	5.9459	440	0.7570	0.6707	0.7570	0.8701
No log	5.9730	442	0.7179	0.6727	0.7179	0.8473
No log	6.0	444	0.6802	0.7086	0.6802	0.8248
No log	6.0270	446	0.6452	0.7050	0.6452	0.8032
No log	6.0541	448	0.6910	0.7017	0.6910	0.8313
No log	6.0811	450	0.7319	0.6572	0.7319	0.8555
No log	6.1081	452	0.6929	0.6761	0.6929	0.8324
No log	6.1351	454	0.7077	0.6572	0.7077	0.8412
No log	6.1622	456	0.6765	0.6791	0.6765	0.8225
No log	6.1892	458	0.6716	0.6989	0.6716	0.8195
No log	6.2162	460	0.7004	0.6697	0.7004	0.8369
No log	6.2432	462	0.6776	0.6770	0.6776	0.8232
No log	6.2703	464	0.6249	0.7196	0.6249	0.7905
No log	6.2973	466	0.6098	0.7385	0.6098	0.7809
No log	6.3243	468	0.6142	0.7385	0.6142	0.7837
No log	6.3514	470	0.6469	0.7336	0.6469	0.8043
No log	6.3784	472	0.7425	0.6628	0.7425	0.8617
No log	6.4054	474	0.7411	0.6697	0.7411	0.8609
No log	6.4324	476	0.6818	0.6998	0.6818	0.8257
No log	6.4595	478	0.6589	0.6877	0.6589	0.8117
No log	6.4865	480	0.6869	0.7017	0.6869	0.8288
No log	6.5135	482	0.7733	0.6257	0.7733	0.8794
No log	6.5405	484	0.7862	0.6398	0.7862	0.8867
No log	6.5676	486	0.7042	0.6920	0.7042	0.8391
No log	6.5946	488	0.6483	0.7222	0.6483	0.8052
No log	6.6216	490	0.6971	0.7129	0.6971	0.8349
No log	6.6486	492	0.7055	0.7082	0.7055	0.8400
No log	6.6757	494	0.7109	0.7256	0.7109	0.8432
No log	6.7027	496	0.8368	0.6241	0.8368	0.9148
No log	6.7297	498	1.0092	0.5610	1.0092	1.0046
0.48	6.7568	500	0.9953	0.5707	0.9953	0.9976
0.48	6.7838	502	0.9435	0.5995	0.9435	0.9713
0.48	6.8108	504	0.8719	0.6154	0.8719	0.9337
0.48	6.8378	506	0.8137	0.6667	0.8137	0.9021
0.48	6.8649	508	0.8008	0.6851	0.8008	0.8949
0.48	6.8919	510	0.8997	0.6231	0.8997	0.9485
0.48	6.9189	512	0.9315	0.6009	0.9315	0.9651
0.48	6.9459	514	0.9058	0.5959	0.9058	0.9517
0.48	6.9730	516	0.7797	0.6835	0.7797	0.8830
0.48	7.0	518	0.7028	0.7287	0.7028	0.8383
0.48	7.0270	520	0.6911	0.7214	0.6911	0.8314
0.48	7.0541	522	0.6982	0.7214	0.6982	0.8356
0.48	7.0811	524	0.6596	0.7263	0.6596	0.8122
0.48	7.1081	526	0.6302	0.6157	0.6302	0.7939
0.48	7.1351	528	0.6692	0.6016	0.6692	0.8180
0.48	7.1622	530	0.6382	0.6145	0.6382	0.7989
0.48	7.1892	532	0.6354	0.6965	0.6354	0.7971
0.48	7.2162	534	0.7752	0.6819	0.7752	0.8805
0.48	7.2432	536	0.9035	0.6243	0.9035	0.9505
0.48	7.2703	538	0.8400	0.6413	0.8400	0.9165
0.48	7.2973	540	0.7039	0.7083	0.7039	0.8390
0.48	7.3243	542	0.6837	0.6958	0.6837	0.8268
0.48	7.3514	544	0.6732	0.6886	0.6732	0.8205
0.48	7.3784	546	0.6440	0.7184	0.6440	0.8025
0.48	7.4054	548	0.7540	0.6733	0.7540	0.8683
0.48	7.4324	550	0.9612	0.5854	0.9612	0.9804
0.48	7.4595	552	1.0532	0.5637	1.0532	1.0262
0.48	7.4865	554	0.9922	0.5863	0.9922	0.9961
0.48	7.5135	556	0.8934	0.6052	0.8934	0.9452
0.48	7.5405	558	0.8590	0.6170	0.8590	0.9268
0.48	7.5676	560	0.9515	0.5876	0.9515	0.9755
0.48	7.5946	562	0.9778	0.5863	0.9778	0.9888
0.48	7.6216	564	0.9703	0.5961	0.9703	0.9850
0.48	7.6486	566	0.8325	0.6257	0.8325	0.9124
0.48	7.6757	568	0.7555	0.6912	0.7555	0.8692
0.48	7.7027	570	0.6997	0.7137	0.6997	0.8365
0.48	7.7297	572	0.6820	0.7226	0.6820	0.8258
0.48	7.7568	574	0.6467	0.7254	0.6467	0.8041
0.48	7.7838	576	0.6931	0.7179	0.6931	0.8325
0.48	7.8108	578	0.7357	0.6588	0.7357	0.8578
0.48	7.8378	580	0.7861	0.6454	0.7861	0.8866
0.48	7.8649	582	0.7131	0.6890	0.7131	0.8444
0.48	7.8919	584	0.6869	0.6895	0.6869	0.8288
0.48	7.9189	586	0.7140	0.6805	0.7140	0.8450
0.48	7.9459	588	0.7378	0.6908	0.7378	0.8590
0.48	7.9730	590	0.7231	0.6981	0.7231	0.8504
0.48	8.0	592	0.7495	0.7133	0.7495	0.8657
0.48	8.0270	594	0.7588	0.6737	0.7588	0.8711
0.48	8.0541	596	0.7995	0.6884	0.7995	0.8942
0.48	8.0811	598	0.8534	0.6420	0.8534	0.9238
0.48	8.1081	600	0.8562	0.6145	0.8562	0.9253
0.48	8.1351	602	0.7896	0.6667	0.7896	0.8886
0.48	8.1622	604	0.7911	0.6576	0.7911	0.8894
0.48	8.1892	606	0.8502	0.6121	0.8502	0.9221
0.48	8.2162	608	0.9073	0.5945	0.9073	0.9525
0.48	8.2432	610	0.9115	0.5945	0.9115	0.9547
0.48	8.2703	612	0.8562	0.6056	0.8562	0.9253
0.48	8.2973	614	0.7873	0.6628	0.7873	0.8873
0.48	8.3243	616	0.7999	0.6471	0.7999	0.8944
0.48	8.3514	618	0.7831	0.6781	0.7831	0.8849
0.48	8.3784	620	0.7705	0.6887	0.7705	0.8778
0.48	8.4054	622	0.6991	0.6980	0.6991	0.8361
0.48	8.4324	624	0.6702	0.7189	0.6702	0.8186
0.48	8.4595	626	0.6364	0.7310	0.6364	0.7977
0.48	8.4865	628	0.6808	0.7239	0.6808	0.8251
0.48	8.5135	630	0.7335	0.6907	0.7335	0.8565
0.48	8.5405	632	0.8795	0.6287	0.8795	0.9378
0.48	8.5676	634	0.8628	0.6232	0.8628	0.9289
0.48	8.5946	636	0.7526	0.6930	0.7526	0.8675
0.48	8.6216	638	0.7163	0.7033	0.7163	0.8463
0.48	8.6486	640	0.6824	0.7286	0.6824	0.8260
0.48	8.6757	642	0.7437	0.6509	0.7437	0.8624
0.48	8.7027	644	0.8775	0.6146	0.8775	0.9368
0.48	8.7297	646	0.9206	0.6116	0.9206	0.9595
0.48	8.7568	648	0.8747	0.6177	0.8747	0.9352
0.48	8.7838	650	0.8052	0.6201	0.8052	0.8973
0.48	8.8108	652	0.8087	0.6185	0.8087	0.8993
0.48	8.8378	654	0.8522	0.6205	0.8522	0.9232
0.48	8.8649	656	0.9464	0.6134	0.9464	0.9728
0.48	8.8919	658	1.0570	0.5889	1.0570	1.0281
0.48	8.9189	660	0.9810	0.6039	0.9810	0.9904
0.48	8.9459	662	0.8197	0.6704	0.8197	0.9054
0.48	8.9730	664	0.6947	0.6862	0.6947	0.8335
0.48	9.0	666	0.6519	0.7138	0.6519	0.8074
0.48	9.0270	668	0.6830	0.6994	0.6830	0.8265
0.48	9.0541	670	0.7603	0.6729	0.7603	0.8720
0.48	9.0811	672	0.7782	0.6677	0.7782	0.8822
0.48	9.1081	674	0.7342	0.6802	0.7342	0.8569
0.48	9.1351	676	0.6611	0.6653	0.6611	0.8131
0.48	9.1622	678	0.6330	0.6997	0.6330	0.7956
0.48	9.1892	680	0.6870	0.6863	0.6870	0.8289
0.48	9.2162	682	0.7840	0.6686	0.7840	0.8854
0.48	9.2432	684	0.8070	0.6668	0.8070	0.8983
0.48	9.2703	686	0.7531	0.6954	0.7531	0.8678
0.48	9.2973	688	0.7415	0.6954	0.7415	0.8611
0.48	9.3243	690	0.6903	0.7132	0.6903	0.8309
0.48	9.3514	692	0.7682	0.6782	0.7682	0.8764
0.48	9.3784	694	0.8552	0.6415	0.8552	0.9248
0.48	9.4054	696	0.9762	0.6432	0.9762	0.9881
0.48	9.4324	698	0.9661	0.6352	0.9661	0.9829
0.48	9.4595	700	0.8613	0.6347	0.8613	0.9281
0.48	9.4865	702	0.7972	0.6520	0.7972	0.8929
0.48	9.5135	704	0.8594	0.6454	0.8594	0.9270
0.48	9.5405	706	0.9216	0.5969	0.9216	0.9600
0.48	9.5676	708	0.9950	0.6065	0.9950	0.9975
0.48	9.5946	710	0.9663	0.5961	0.9663	0.9830
0.48	9.6216	712	0.9294	0.6161	0.9294	0.9641
0.48	9.6486	714	0.8541	0.6191	0.8541	0.9242
0.48	9.6757	716	0.9090	0.6247	0.9090	0.9534
0.48	9.7027	718	1.0719	0.5671	1.0719	1.0353
0.48	9.7297	720	1.0978	0.5744	1.0978	1.0478
0.48	9.7568	722	0.9733	0.5756	0.9733	0.9866
0.48	9.7838	724	0.8748	0.5993	0.8748	0.9353
0.48	9.8108	726	0.9185	0.5880	0.9185	0.9584
0.48	9.8378	728	1.0719	0.5744	1.0719	1.0353
0.48	9.8649	730	1.1114	0.5778	1.1114	1.0542
0.48	9.8919	732	1.0502	0.5696	1.0502	1.0248
0.48	9.9189	734	0.9492	0.5766	0.9492	0.9743
0.48	9.9459	736	0.8995	0.5976	0.8995	0.9484
0.48	9.9730	738	0.9658	0.5804	0.9658	0.9827
0.48	10.0	740	0.9466	0.5954	0.9466	0.9729
0.48	10.0270	742	0.8031	0.6401	0.8031	0.8962
0.48	10.0541	744	0.7543	0.6290	0.7543	0.8685
0.48	10.0811	746	0.7910	0.6268	0.7910	0.8894
0.48	10.1081	748	0.8907	0.6079	0.8907	0.9438
0.48	10.1351	750	0.9629	0.5880	0.9629	0.9813
0.48	10.1622	752	1.0303	0.5867	1.0303	1.0151
0.48	10.1892	754	1.0012	0.5867	1.0012	1.0006
0.48	10.2162	756	0.8672	0.5985	0.8672	0.9312
0.48	10.2432	758	0.7963	0.6314	0.7963	0.8924
0.48	10.2703	760	0.6884	0.6528	0.6884	0.8297
0.48	10.2973	762	0.6521	0.6783	0.6521	0.8075
0.48	10.3243	764	0.6856	0.6976	0.6856	0.8280
0.48	10.3514	766	0.8839	0.6130	0.8839	0.9401
0.48	10.3784	768	1.1051	0.5893	1.1051	1.0512
0.48	10.4054	770	1.0704	0.6035	1.0704	1.0346
0.48	10.4324	772	0.9635	0.5900	0.9635	0.9816
0.48	10.4595	774	0.7900	0.6180	0.7900	0.8888
0.48	10.4865	776	0.6791	0.6945	0.6791	0.8241
0.48	10.5135	778	0.6768	0.6853	0.6768	0.8227
0.48	10.5405	780	0.7356	0.6452	0.7356	0.8577
0.48	10.5676	782	0.8672	0.6006	0.8672	0.9313
0.48	10.5946	784	0.9699	0.5768	0.9699	0.9848
0.48	10.6216	786	0.9639	0.5865	0.9639	0.9818
0.48	10.6486	788	0.8507	0.6097	0.8507	0.9223
0.48	10.6757	790	0.7519	0.6533	0.7519	0.8671
0.48	10.7027	792	0.7293	0.6502	0.7293	0.8540
0.48	10.7297	794	0.7734	0.6463	0.7734	0.8794
0.48	10.7568	796	0.9144	0.6039	0.9144	0.9562
0.48	10.7838	798	1.1972	0.5194	1.1972	1.0942
0.48	10.8108	800	1.3284	0.4485	1.3284	1.1526
0.48	10.8378	802	1.2812	0.4498	1.2812	1.1319
0.48	10.8649	804	1.1328	0.5084	1.1328	1.0643
0.48	10.8919	806	0.9235	0.5920	0.9235	0.9610
0.48	10.9189	808	0.8292	0.6167	0.8292	0.9106
0.48	10.9459	810	0.8120	0.6481	0.8120	0.9011
0.48	10.9730	812	0.8710	0.6268	0.8710	0.9333
0.48	11.0	814	0.9710	0.6170	0.9710	0.9854
0.48	11.0270	816	1.1316	0.5209	1.1316	1.0638
0.48	11.0541	818	1.1655	0.5209	1.1655	1.0796
0.48	11.0811	820	1.0701	0.5539	1.0701	1.0344
0.48	11.1081	822	0.9140	0.6185	0.9140	0.9560
0.48	11.1351	824	0.8066	0.6313	0.8066	0.8981
0.48	11.1622	826	0.7699	0.6437	0.7699	0.8774
0.48	11.1892	828	0.7814	0.6377	0.7814	0.8839
0.48	11.2162	830	0.8298	0.6205	0.8298	0.9109
0.48	11.2432	832	0.9664	0.5732	0.9664	0.9831
0.48	11.2703	834	1.0187	0.5618	1.0187	1.0093
0.48	11.2973	836	0.9389	0.6006	0.9389	0.9689
0.48	11.3243	838	0.8699	0.6043	0.8699	0.9327
0.48	11.3514	840	0.8885	0.6067	0.8885	0.9426
0.48	11.3784	842	0.8681	0.6258	0.8681	0.9317
0.48	11.4054	844	0.7888	0.6524	0.7888	0.8881
0.48	11.4324	846	0.7434	0.6747	0.7434	0.8622
0.48	11.4595	848	0.7793	0.6737	0.7793	0.8828
0.48	11.4865	850	0.8413	0.6173	0.8413	0.9172
0.48	11.5135	852	0.9170	0.6052	0.9170	0.9576
0.48	11.5405	854	0.8965	0.6014	0.8965	0.9468
0.48	11.5676	856	0.8065	0.6647	0.8065	0.8981
0.48	11.5946	858	0.7444	0.6726	0.7444	0.8628
0.48	11.6216	860	0.6939	0.6795	0.6939	0.8330
0.48	11.6486	862	0.6992	0.6726	0.6992	0.8362
0.48	11.6757	864	0.7401	0.6697	0.7401	0.8603
0.48	11.7027	866	0.8397	0.6298	0.8397	0.9164
0.48	11.7297	868	0.9026	0.6125	0.9026	0.9500
0.48	11.7568	870	0.8523	0.6156	0.8523	0.9232
0.48	11.7838	872	0.7564	0.6604	0.7564	0.8697
0.48	11.8108	874	0.6988	0.6708	0.6988	0.8359
0.48	11.8378	876	0.7124	0.6697	0.7124	0.8440
0.48	11.8649	878	0.7613	0.6890	0.7613	0.8725
0.48	11.8919	880	0.9014	0.6296	0.9014	0.9494
0.48	11.9189	882	0.9279	0.6143	0.9279	0.9633
0.48	11.9459	884	0.8795	0.6159	0.8795	0.9378
0.48	11.9730	886	0.8522	0.6224	0.8522	0.9232
0.48	12.0	888	0.8275	0.6357	0.8275	0.9096
0.48	12.0270	890	0.8169	0.6281	0.8169	0.9038
0.48	12.0541	892	0.8816	0.6205	0.8816	0.9389
0.48	12.0811	894	0.9327	0.5745	0.9327	0.9657
0.48	12.1081	896	0.9382	0.5681	0.9382	0.9686
0.48	12.1351	898	0.8969	0.6280	0.8969	0.9471
0.48	12.1622	900	0.9131	0.6125	0.9131	0.9555
0.48	12.1892	902	0.8663	0.6470	0.8663	0.9308
0.48	12.2162	904	0.8147	0.6369	0.8147	0.9026
0.48	12.2432	906	0.8158	0.6582	0.8158	0.9032
0.48	12.2703	908	0.8569	0.6619	0.8569	0.9257
0.48	12.2973	910	0.9641	0.6201	0.9641	0.9819
0.48	12.3243	912	1.0590	0.6001	1.0590	1.0291
0.48	12.3514	914	1.1355	0.5753	1.1355	1.0656
0.48	12.3784	916	1.0981	0.5671	1.0981	1.0479
0.48	12.4054	918	0.9969	0.5855	0.9969	0.9984
0.48	12.4324	920	0.8731	0.6167	0.8731	0.9344
0.48	12.4595	922	0.8053	0.6615	0.8053	0.8974
0.48	12.4865	924	0.7515	0.6696	0.7515	0.8669
0.48	12.5135	926	0.7564	0.6744	0.7564	0.8697
0.48	12.5405	928	0.8508	0.6639	0.8508	0.9224
0.48	12.5676	930	1.0188	0.5935	1.0188	1.0094
0.48	12.5946	932	1.0926	0.6124	1.0926	1.0453
0.48	12.6216	934	1.0087	0.6184	1.0087	1.0043
0.48	12.6486	936	0.9063	0.6469	0.9063	0.9520
0.48	12.6757	938	0.7204	0.7062	0.7204	0.8488
0.48	12.7027	940	0.6345	0.7017	0.6345	0.7965
0.48	12.7297	942	0.6375	0.6752	0.6375	0.7985
0.48	12.7568	944	0.6525	0.6938	0.6525	0.8077
0.48	12.7838	946	0.7586	0.6628	0.7586	0.8710
0.48	12.8108	948	0.8825	0.6378	0.8825	0.9394
0.48	12.8378	950	0.8829	0.6535	0.8829	0.9396
0.48	12.8649	952	0.7826	0.6581	0.7826	0.8847
0.48	12.8919	954	0.7474	0.6646	0.7474	0.8645
0.48	12.9189	956	0.8035	0.6572	0.8035	0.8964
0.48	12.9459	958	0.8489	0.6334	0.8489	0.9214
0.48	12.9730	960	0.9593	0.6030	0.9593	0.9795
0.48	13.0	962	0.9994	0.6030	0.9994	0.9997
0.48	13.0270	964	1.0349	0.5570	1.0349	1.0173
0.48	13.0541	966	0.9812	0.5978	0.9812	0.9906
0.48	13.0811	968	0.9012	0.6434	0.9012	0.9493
0.48	13.1081	970	0.8115	0.6376	0.8115	0.9008
0.48	13.1351	972	0.7240	0.6853	0.7240	0.8509
0.48	13.1622	974	0.7046	0.6945	0.7046	0.8394
0.48	13.1892	976	0.7793	0.6355	0.7793	0.8828
0.48	13.2162	978	0.8871	0.6419	0.8871	0.9419
0.48	13.2432	980	0.9370	0.6349	0.9370	0.9680
0.48	13.2703	982	0.8967	0.6296	0.8967	0.9469
0.48	13.2973	984	0.8214	0.6251	0.8214	0.9063
0.48	13.3243	986	0.7402	0.6816	0.7402	0.8604
0.48	13.3514	988	0.7141	0.6837	0.7141	0.8450
0.48	13.3784	990	0.7271	0.6737	0.7271	0.8527
0.48	13.4054	992	0.7822	0.6657	0.7822	0.8844
0.48	13.4324	994	0.8670	0.6344	0.8670	0.9311
0.48	13.4595	996	0.8872	0.6388	0.8872	0.9419
0.48	13.4865	998	0.8609	0.6317	0.8609	0.9279
0.0852	13.5135	1000	0.8162	0.6358	0.8162	0.9035
0.0852	13.5405	1002	0.7621	0.6617	0.7621	0.8730
0.0852	13.5676	1004	0.7199	0.6737	0.7199	0.8484
0.0852	13.5946	1006	0.7395	0.6636	0.7395	0.8599
0.0852	13.6216	1008	0.7450	0.6656	0.7450	0.8631
0.0852	13.6486	1010	0.7763	0.6718	0.7763	0.8811
0.0852	13.6757	1012	0.8271	0.6597	0.8271	0.9095
0.0852	13.7027	1014	0.8324	0.6517	0.8324	0.9124
0.0852	13.7297	1016	0.8184	0.6401	0.8184	0.9046
0.0852	13.7568	1018	0.8006	0.6578	0.8006	0.8947
0.0852	13.7838	1020	0.8018	0.6383	0.8018	0.8954
0.0852	13.8108	1022	0.8366	0.6363	0.8366	0.9146
0.0852	13.8378	1024	0.8112	0.6459	0.8112	0.9007
0.0852	13.8649	1026	0.7906	0.6747	0.7906	0.8892
0.0852	13.8919	1028	0.7626	0.6797	0.7626	0.8733
0.0852	13.9189	1030	0.7434	0.6777	0.7434	0.8622
0.0852	13.9459	1032	0.7087	0.6675	0.7087	0.8418
0.0852	13.9730	1034	0.6600	0.6813	0.6600	0.8124
0.0852	14.0	1036	0.6462	0.6952	0.6462	0.8039
0.0852	14.0270	1038	0.6747	0.6734	0.6747	0.8214
0.0852	14.0541	1040	0.7853	0.6785	0.7853	0.8862
0.0852	14.0811	1042	0.8326	0.6688	0.8326	0.9124
0.0852	14.1081	1044	0.7630	0.6747	0.7630	0.8735
0.0852	14.1351	1046	0.6867	0.6797	0.6867	0.8287
0.0852	14.1622	1048	0.6527	0.6704	0.6527	0.8079
0.0852	14.1892	1050	0.6475	0.6976	0.6475	0.8047
0.0852	14.2162	1052	0.6705	0.6998	0.6705	0.8189
0.0852	14.2432	1054	0.8443	0.6632	0.8443	0.9189
0.0852	14.2703	1056	0.9779	0.6133	0.9779	0.9889
0.0852	14.2973	1058	0.9421	0.6174	0.9421	0.9706
0.0852	14.3243	1060	0.8604	0.6267	0.8604	0.9276
0.0852	14.3514	1062	0.7669	0.6705	0.7669	0.8757
0.0852	14.3784	1064	0.7689	0.6579	0.7689	0.8768
0.0852	14.4054	1066	0.8291	0.6532	0.8291	0.9106
0.0852	14.4324	1068	0.9250	0.6128	0.9250	0.9618
0.0852	14.4595	1070	0.9479	0.6015	0.9479	0.9736
0.0852	14.4865	1072	0.8835	0.6441	0.8835	0.9399
0.0852	14.5135	1074	0.8161	0.6587	0.8161	0.9034
0.0852	14.5405	1076	0.7730	0.6554	0.7730	0.8792
0.0852	14.5676	1078	0.7508	0.6442	0.7508	0.8665
0.0852	14.5946	1080	0.7403	0.6357	0.7403	0.8604
0.0852	14.6216	1082	0.7759	0.6534	0.7759	0.8808
0.0852	14.6486	1084	0.8118	0.6597	0.8118	0.9010
0.0852	14.6757	1086	0.8576	0.6505	0.8576	0.9261
0.0852	14.7027	1088	0.8323	0.6497	0.8323	0.9123
0.0852	14.7297	1090	0.7608	0.6863	0.7608	0.8723
0.0852	14.7568	1092	0.7074	0.7067	0.7074	0.8411
0.0852	14.7838	1094	0.6600	0.7028	0.6600	0.8124
0.0852	14.8108	1096	0.6899	0.7028	0.6899	0.8306
0.0852	14.8378	1098	0.7546	0.6887	0.7546	0.8687
0.0852	14.8649	1100	0.8174	0.6580	0.8174	0.9041
0.0852	14.8919	1102	0.8195	0.6483	0.8195	0.9053
0.0852	14.9189	1104	0.7768	0.6718	0.7768	0.8814
0.0852	14.9459	1106	0.7660	0.6697	0.7660	0.8752
0.0852	14.9730	1108	0.8249	0.6759	0.8249	0.9082
0.0852	15.0	1110	0.9238	0.5923	0.9238	0.9612
0.0852	15.0270	1112	0.9702	0.5794	0.9702	0.9850
0.0852	15.0541	1114	1.0205	0.5682	1.0205	1.0102
0.0852	15.0811	1116	0.9426	0.5857	0.9426	0.9709
0.0852	15.1081	1118	0.8602	0.6658	0.8602	0.9275
0.0852	15.1351	1120	0.7635	0.6697	0.7635	0.8738
0.0852	15.1622	1122	0.7589	0.6738	0.7589	0.8712
0.0852	15.1892	1124	0.7637	0.6809	0.7637	0.8739
0.0852	15.2162	1126	0.7446	0.6797	0.7446	0.8629
0.0852	15.2432	1128	0.7062	0.6908	0.7062	0.8403
0.0852	15.2703	1130	0.6357	0.6736	0.6357	0.7973
0.0852	15.2973	1132	0.6139	0.6674	0.6139	0.7835
0.0852	15.3243	1134	0.6272	0.6736	0.6272	0.7920
0.0852	15.3514	1136	0.6403	0.6675	0.6403	0.8002
0.0852	15.3784	1138	0.6466	0.6611	0.6466	0.8041
0.0852	15.4054	1140	0.7260	0.6592	0.7260	0.8520
0.0852	15.4324	1142	0.8177	0.6228	0.8177	0.9043
0.0852	15.4595	1144	0.8539	0.6188	0.8539	0.9240
0.0852	15.4865	1146	0.9527	0.5859	0.9527	0.9761
0.0852	15.5135	1148	1.0168	0.5607	1.0168	1.0083
0.0852	15.5405	1150	0.9814	0.5950	0.9814	0.9907

Framework versions

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