asas3

This model is a fine-tuned version of samhitmantrala/asas on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 1.7633

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-07
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1400

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	1	2.7692
No log	2.0	2	2.7667
No log	3.0	3	2.7640
No log	4.0	4	2.7614
No log	5.0	5	2.7588
No log	6.0	6	2.7563
No log	7.0	7	2.7538
No log	8.0	8	2.7513
No log	9.0	9	2.7489
No log	10.0	10	2.7465
No log	11.0	11	2.7440
No log	12.0	12	2.7416
No log	13.0	13	2.7392
No log	14.0	14	2.7368
No log	15.0	15	2.7344
No log	16.0	16	2.7320
No log	17.0	17	2.7297
No log	18.0	18	2.7273
No log	19.0	19	2.7250
No log	20.0	20	2.7226
No log	21.0	21	2.7203
No log	22.0	22	2.7179
No log	23.0	23	2.7155
No log	24.0	24	2.7131
No log	25.0	25	2.7107
No log	26.0	26	2.7083
No log	27.0	27	2.7060
No log	28.0	28	2.7036
No log	29.0	29	2.7012
No log	30.0	30	2.6988
No log	31.0	31	2.6964
No log	32.0	32	2.6941
No log	33.0	33	2.6918
No log	34.0	34	2.6895
No log	35.0	35	2.6871
No log	36.0	36	2.6848
No log	37.0	37	2.6824
No log	38.0	38	2.6801
No log	39.0	39	2.6778
No log	40.0	40	2.6754
No log	41.0	41	2.6731
No log	42.0	42	2.6708
No log	43.0	43	2.6684
No log	44.0	44	2.6661
No log	45.0	45	2.6638
No log	46.0	46	2.6615
No log	47.0	47	2.6592
No log	48.0	48	2.6569
No log	49.0	49	2.6546
No log	50.0	50	2.6524
No log	51.0	51	2.6502
No log	52.0	52	2.6480
No log	53.0	53	2.6458
No log	54.0	54	2.6437
No log	55.0	55	2.6415
No log	56.0	56	2.6393
No log	57.0	57	2.6371
No log	58.0	58	2.6349
No log	59.0	59	2.6327
No log	60.0	60	2.6306
No log	61.0	61	2.6284
No log	62.0	62	2.6263
No log	63.0	63	2.6241
No log	64.0	64	2.6220
No log	65.0	65	2.6199
No log	66.0	66	2.6178
No log	67.0	67	2.6157
No log	68.0	68	2.6136
No log	69.0	69	2.6115
No log	70.0	70	2.6095
No log	71.0	71	2.6074
No log	72.0	72	2.6053
No log	73.0	73	2.6032
No log	74.0	74	2.6012
No log	75.0	75	2.5992
No log	76.0	76	2.5972
No log	77.0	77	2.5951
No log	78.0	78	2.5931
No log	79.0	79	2.5911
No log	80.0	80	2.5891
No log	81.0	81	2.5871
No log	82.0	82	2.5851
No log	83.0	83	2.5830
No log	84.0	84	2.5810
No log	85.0	85	2.5790
No log	86.0	86	2.5770
No log	87.0	87	2.5750
No log	88.0	88	2.5730
No log	89.0	89	2.5709
No log	90.0	90	2.5689
No log	91.0	91	2.5669
No log	92.0	92	2.5649
No log	93.0	93	2.5629
No log	94.0	94	2.5609
No log	95.0	95	2.5589
No log	96.0	96	2.5569
No log	97.0	97	2.5549
No log	98.0	98	2.5529
No log	99.0	99	2.5509
No log	100.0	100	2.5489
No log	101.0	101	2.5470
No log	102.0	102	2.5450
No log	103.0	103	2.5430
No log	104.0	104	2.5411
No log	105.0	105	2.5391
No log	106.0	106	2.5372
No log	107.0	107	2.5353
No log	108.0	108	2.5334
No log	109.0	109	2.5315
No log	110.0	110	2.5296
No log	111.0	111	2.5277
No log	112.0	112	2.5258
No log	113.0	113	2.5238
No log	114.0	114	2.5219
No log	115.0	115	2.5200
No log	116.0	116	2.5180
No log	117.0	117	2.5161
No log	118.0	118	2.5141
No log	119.0	119	2.5122
No log	120.0	120	2.5104
No log	121.0	121	2.5085
No log	122.0	122	2.5065
No log	123.0	123	2.5046
No log	124.0	124	2.5027
No log	125.0	125	2.5008
No log	126.0	126	2.4989
No log	127.0	127	2.4970
No log	128.0	128	2.4951
No log	129.0	129	2.4933
No log	130.0	130	2.4914
No log	131.0	131	2.4896
No log	132.0	132	2.4878
No log	133.0	133	2.4860
No log	134.0	134	2.4841
No log	135.0	135	2.4823
No log	136.0	136	2.4805
No log	137.0	137	2.4787
No log	138.0	138	2.4769
No log	139.0	139	2.4751
No log	140.0	140	2.4733
No log	141.0	141	2.4715
No log	142.0	142	2.4697
No log	143.0	143	2.4679
No log	144.0	144	2.4662
No log	145.0	145	2.4644
No log	146.0	146	2.4627
No log	147.0	147	2.4609
No log	148.0	148	2.4592
No log	149.0	149	2.4575
No log	150.0	150	2.4557
No log	151.0	151	2.4540
No log	152.0	152	2.4523
No log	153.0	153	2.4506
No log	154.0	154	2.4489
No log	155.0	155	2.4472
No log	156.0	156	2.4455
No log	157.0	157	2.4438
No log	158.0	158	2.4421
No log	159.0	159	2.4405
No log	160.0	160	2.4388
No log	161.0	161	2.4372
No log	162.0	162	2.4355
No log	163.0	163	2.4339
No log	164.0	164	2.4323
No log	165.0	165	2.4307
No log	166.0	166	2.4290
No log	167.0	167	2.4274
No log	168.0	168	2.4257
No log	169.0	169	2.4240
No log	170.0	170	2.4224
No log	171.0	171	2.4207
No log	172.0	172	2.4191
No log	173.0	173	2.4175
No log	174.0	174	2.4159
No log	175.0	175	2.4143
No log	176.0	176	2.4127
No log	177.0	177	2.4111
No log	178.0	178	2.4096
No log	179.0	179	2.4080
No log	180.0	180	2.4065
No log	181.0	181	2.4049
No log	182.0	182	2.4034
No log	183.0	183	2.4018
No log	184.0	184	2.4002
No log	185.0	185	2.3987
No log	186.0	186	2.3971
No log	187.0	187	2.3955
No log	188.0	188	2.3939
No log	189.0	189	2.3924
No log	190.0	190	2.3908
No log	191.0	191	2.3893
No log	192.0	192	2.3877
No log	193.0	193	2.3861
No log	194.0	194	2.3846
No log	195.0	195	2.3831
No log	196.0	196	2.3815
No log	197.0	197	2.3799
No log	198.0	198	2.3784
No log	199.0	199	2.3768
No log	200.0	200	2.3753
No log	201.0	201	2.3737
No log	202.0	202	2.3722
No log	203.0	203	2.3707
No log	204.0	204	2.3692
No log	205.0	205	2.3676
No log	206.0	206	2.3661
No log	207.0	207	2.3646
No log	208.0	208	2.3631
No log	209.0	209	2.3615
No log	210.0	210	2.3600
No log	211.0	211	2.3585
No log	212.0	212	2.3570
No log	213.0	213	2.3555
No log	214.0	214	2.3540
No log	215.0	215	2.3526
No log	216.0	216	2.3511
No log	217.0	217	2.3497
No log	218.0	218	2.3482
No log	219.0	219	2.3467
No log	220.0	220	2.3453
No log	221.0	221	2.3438
No log	222.0	222	2.3424
No log	223.0	223	2.3409
No log	224.0	224	2.3395
No log	225.0	225	2.3380
No log	226.0	226	2.3366
No log	227.0	227	2.3351
No log	228.0	228	2.3337
No log	229.0	229	2.3322
No log	230.0	230	2.3308
No log	231.0	231	2.3294
No log	232.0	232	2.3279
No log	233.0	233	2.3265
No log	234.0	234	2.3251
No log	235.0	235	2.3236
No log	236.0	236	2.3222
No log	237.0	237	2.3207
No log	238.0	238	2.3193
No log	239.0	239	2.3179
No log	240.0	240	2.3164
No log	241.0	241	2.3150
No log	242.0	242	2.3136
No log	243.0	243	2.3122
No log	244.0	244	2.3109
No log	245.0	245	2.3095
No log	246.0	246	2.3081
No log	247.0	247	2.3068
No log	248.0	248	2.3055
No log	249.0	249	2.3041
No log	250.0	250	2.3028
No log	251.0	251	2.3014
No log	252.0	252	2.3001
No log	253.0	253	2.2987
No log	254.0	254	2.2974
No log	255.0	255	2.2961
No log	256.0	256	2.2947
No log	257.0	257	2.2934
No log	258.0	258	2.2920
No log	259.0	259	2.2907
No log	260.0	260	2.2894
No log	261.0	261	2.2880
No log	262.0	262	2.2867
No log	263.0	263	2.2854
No log	264.0	264	2.2841
No log	265.0	265	2.2828
No log	266.0	266	2.2815
No log	267.0	267	2.2802
No log	268.0	268	2.2790
No log	269.0	269	2.2777
No log	270.0	270	2.2765
No log	271.0	271	2.2752
No log	272.0	272	2.2739
No log	273.0	273	2.2727
No log	274.0	274	2.2714
No log	275.0	275	2.2701
No log	276.0	276	2.2688
No log	277.0	277	2.2676
No log	278.0	278	2.2663
No log	279.0	279	2.2650
No log	280.0	280	2.2637
No log	281.0	281	2.2625
No log	282.0	282	2.2612
No log	283.0	283	2.2600
No log	284.0	284	2.2587
No log	285.0	285	2.2574
No log	286.0	286	2.2562
No log	287.0	287	2.2549
No log	288.0	288	2.2536
No log	289.0	289	2.2524
No log	290.0	290	2.2511
No log	291.0	291	2.2499
No log	292.0	292	2.2486
No log	293.0	293	2.2474
No log	294.0	294	2.2462
No log	295.0	295	2.2450
No log	296.0	296	2.2437
No log	297.0	297	2.2425
No log	298.0	298	2.2413
No log	299.0	299	2.2401
No log	300.0	300	2.2389
No log	301.0	301	2.2376
No log	302.0	302	2.2364
No log	303.0	303	2.2352
No log	304.0	304	2.2340
No log	305.0	305	2.2328
No log	306.0	306	2.2316
No log	307.0	307	2.2304
No log	308.0	308	2.2292
No log	309.0	309	2.2280
No log	310.0	310	2.2269
No log	311.0	311	2.2257
No log	312.0	312	2.2245
No log	313.0	313	2.2233
No log	314.0	314	2.2222
No log	315.0	315	2.2210
No log	316.0	316	2.2199
No log	317.0	317	2.2187
No log	318.0	318	2.2176
No log	319.0	319	2.2164
No log	320.0	320	2.2153
No log	321.0	321	2.2142
No log	322.0	322	2.2130
No log	323.0	323	2.2118
No log	324.0	324	2.2107
No log	325.0	325	2.2096
No log	326.0	326	2.2084
No log	327.0	327	2.2073
No log	328.0	328	2.2062
No log	329.0	329	2.2051
No log	330.0	330	2.2040
No log	331.0	331	2.2029
No log	332.0	332	2.2018
No log	333.0	333	2.2007
No log	334.0	334	2.1996
No log	335.0	335	2.1985
No log	336.0	336	2.1974
No log	337.0	337	2.1963
No log	338.0	338	2.1952
No log	339.0	339	2.1942
No log	340.0	340	2.1931
No log	341.0	341	2.1920
No log	342.0	342	2.1909
No log	343.0	343	2.1898
No log	344.0	344	2.1887
No log	345.0	345	2.1876
No log	346.0	346	2.1866
No log	347.0	347	2.1855
No log	348.0	348	2.1844
No log	349.0	349	2.1834
No log	350.0	350	2.1823
No log	351.0	351	2.1813
No log	352.0	352	2.1802
No log	353.0	353	2.1792
No log	354.0	354	2.1781
No log	355.0	355	2.1771
No log	356.0	356	2.1760
No log	357.0	357	2.1749
No log	358.0	358	2.1739
No log	359.0	359	2.1728
No log	360.0	360	2.1718
No log	361.0	361	2.1707
No log	362.0	362	2.1696
No log	363.0	363	2.1686
No log	364.0	364	2.1676
No log	365.0	365	2.1665
No log	366.0	366	2.1655
No log	367.0	367	2.1645
No log	368.0	368	2.1635
No log	369.0	369	2.1624
No log	370.0	370	2.1614
No log	371.0	371	2.1604
No log	372.0	372	2.1594
No log	373.0	373	2.1583
No log	374.0	374	2.1573
No log	375.0	375	2.1563
No log	376.0	376	2.1553
No log	377.0	377	2.1543
No log	378.0	378	2.1533
No log	379.0	379	2.1524
No log	380.0	380	2.1514
No log	381.0	381	2.1504
No log	382.0	382	2.1494
No log	383.0	383	2.1485
No log	384.0	384	2.1475
No log	385.0	385	2.1465
No log	386.0	386	2.1455
No log	387.0	387	2.1445
No log	388.0	388	2.1436
No log	389.0	389	2.1426
No log	390.0	390	2.1416
No log	391.0	391	2.1406
No log	392.0	392	2.1397
No log	393.0	393	2.1387
No log	394.0	394	2.1378
No log	395.0	395	2.1368
No log	396.0	396	2.1359
No log	397.0	397	2.1349
No log	398.0	398	2.1340
No log	399.0	399	2.1330
No log	400.0	400	2.1321
No log	401.0	401	2.1311
No log	402.0	402	2.1302
No log	403.0	403	2.1292
No log	404.0	404	2.1282
No log	405.0	405	2.1272
No log	406.0	406	2.1263
No log	407.0	407	2.1253
No log	408.0	408	2.1244
No log	409.0	409	2.1234
No log	410.0	410	2.1224
No log	411.0	411	2.1215
No log	412.0	412	2.1205
No log	413.0	413	2.1195
No log	414.0	414	2.1185
No log	415.0	415	2.1176
No log	416.0	416	2.1166
No log	417.0	417	2.1156
No log	418.0	418	2.1146
No log	419.0	419	2.1136
No log	420.0	420	2.1126
No log	421.0	421	2.1117
No log	422.0	422	2.1107
No log	423.0	423	2.1098
No log	424.0	424	2.1089
No log	425.0	425	2.1080
No log	426.0	426	2.1071
No log	427.0	427	2.1062
No log	428.0	428	2.1053
No log	429.0	429	2.1044
No log	430.0	430	2.1035
No log	431.0	431	2.1026
No log	432.0	432	2.1017
No log	433.0	433	2.1008
No log	434.0	434	2.1000
No log	435.0	435	2.0991
No log	436.0	436	2.0983
No log	437.0	437	2.0974
No log	438.0	438	2.0966
No log	439.0	439	2.0958
No log	440.0	440	2.0949
No log	441.0	441	2.0941
No log	442.0	442	2.0933
No log	443.0	443	2.0924
No log	444.0	444	2.0916
No log	445.0	445	2.0908
No log	446.0	446	2.0899
No log	447.0	447	2.0891
No log	448.0	448	2.0883
No log	449.0	449	2.0875
No log	450.0	450	2.0866
No log	451.0	451	2.0858
No log	452.0	452	2.0849
No log	453.0	453	2.0841
No log	454.0	454	2.0832
No log	455.0	455	2.0824
No log	456.0	456	2.0815
No log	457.0	457	2.0807
No log	458.0	458	2.0799
No log	459.0	459	2.0791
No log	460.0	460	2.0782
No log	461.0	461	2.0774
No log	462.0	462	2.0766
No log	463.0	463	2.0758
No log	464.0	464	2.0750
No log	465.0	465	2.0742
No log	466.0	466	2.0734
No log	467.0	467	2.0726
No log	468.0	468	2.0718
No log	469.0	469	2.0710
No log	470.0	470	2.0702
No log	471.0	471	2.0694
No log	472.0	472	2.0686
No log	473.0	473	2.0678
No log	474.0	474	2.0670
No log	475.0	475	2.0661
No log	476.0	476	2.0653
No log	477.0	477	2.0645
No log	478.0	478	2.0637
No log	479.0	479	2.0629
No log	480.0	480	2.0621
No log	481.0	481	2.0612
No log	482.0	482	2.0604
No log	483.0	483	2.0596
No log	484.0	484	2.0588
No log	485.0	485	2.0580
No log	486.0	486	2.0572
No log	487.0	487	2.0563
No log	488.0	488	2.0555
No log	489.0	489	2.0547
No log	490.0	490	2.0539
No log	491.0	491	2.0531
No log	492.0	492	2.0523
No log	493.0	493	2.0515
No log	494.0	494	2.0507
No log	495.0	495	2.0499
No log	496.0	496	2.0491
No log	497.0	497	2.0483
No log	498.0	498	2.0475
No log	499.0	499	2.0467
2.1089	500.0	500	2.0459
2.1089	501.0	501	2.0452
2.1089	502.0	502	2.0444
2.1089	503.0	503	2.0437
2.1089	504.0	504	2.0429
2.1089	505.0	505	2.0422
2.1089	506.0	506	2.0415
2.1089	507.0	507	2.0407
2.1089	508.0	508	2.0400
2.1089	509.0	509	2.0393
2.1089	510.0	510	2.0386
2.1089	511.0	511	2.0378
2.1089	512.0	512	2.0371
2.1089	513.0	513	2.0364
2.1089	514.0	514	2.0356
2.1089	515.0	515	2.0348
2.1089	516.0	516	2.0341
2.1089	517.0	517	2.0333
2.1089	518.0	518	2.0325
2.1089	519.0	519	2.0318
2.1089	520.0	520	2.0310
2.1089	521.0	521	2.0303
2.1089	522.0	522	2.0296
2.1089	523.0	523	2.0288
2.1089	524.0	524	2.0281
2.1089	525.0	525	2.0274
2.1089	526.0	526	2.0267
2.1089	527.0	527	2.0260
2.1089	528.0	528	2.0253
2.1089	529.0	529	2.0246
2.1089	530.0	530	2.0239
2.1089	531.0	531	2.0232
2.1089	532.0	532	2.0225
2.1089	533.0	533	2.0218
2.1089	534.0	534	2.0211
2.1089	535.0	535	2.0204
2.1089	536.0	536	2.0197
2.1089	537.0	537	2.0190
2.1089	538.0	538	2.0183
2.1089	539.0	539	2.0176
2.1089	540.0	540	2.0169
2.1089	541.0	541	2.0162
2.1089	542.0	542	2.0155
2.1089	543.0	543	2.0148
2.1089	544.0	544	2.0141
2.1089	545.0	545	2.0134
2.1089	546.0	546	2.0127
2.1089	547.0	547	2.0120
2.1089	548.0	548	2.0113
2.1089	549.0	549	2.0106
2.1089	550.0	550	2.0100
2.1089	551.0	551	2.0093
2.1089	552.0	552	2.0086
2.1089	553.0	553	2.0079
2.1089	554.0	554	2.0073
2.1089	555.0	555	2.0066
2.1089	556.0	556	2.0059
2.1089	557.0	557	2.0052
2.1089	558.0	558	2.0045
2.1089	559.0	559	2.0039
2.1089	560.0	560	2.0032
2.1089	561.0	561	2.0026
2.1089	562.0	562	2.0019
2.1089	563.0	563	2.0013
2.1089	564.0	564	2.0007
2.1089	565.0	565	2.0000
2.1089	566.0	566	1.9994
2.1089	567.0	567	1.9987
2.1089	568.0	568	1.9981
2.1089	569.0	569	1.9974
2.1089	570.0	570	1.9968
2.1089	571.0	571	1.9961
2.1089	572.0	572	1.9955
2.1089	573.0	573	1.9948
2.1089	574.0	574	1.9942
2.1089	575.0	575	1.9935
2.1089	576.0	576	1.9929
2.1089	577.0	577	1.9922
2.1089	578.0	578	1.9916
2.1089	579.0	579	1.9910
2.1089	580.0	580	1.9903
2.1089	581.0	581	1.9897
2.1089	582.0	582	1.9891
2.1089	583.0	583	1.9884
2.1089	584.0	584	1.9878
2.1089	585.0	585	1.9872
2.1089	586.0	586	1.9866
2.1089	587.0	587	1.9860
2.1089	588.0	588	1.9854
2.1089	589.0	589	1.9847
2.1089	590.0	590	1.9841
2.1089	591.0	591	1.9835
2.1089	592.0	592	1.9829
2.1089	593.0	593	1.9823
2.1089	594.0	594	1.9816
2.1089	595.0	595	1.9810
2.1089	596.0	596	1.9804
2.1089	597.0	597	1.9798
2.1089	598.0	598	1.9791
2.1089	599.0	599	1.9785
2.1089	600.0	600	1.9779
2.1089	601.0	601	1.9773
2.1089	602.0	602	1.9766
2.1089	603.0	603	1.9760
2.1089	604.0	604	1.9754
2.1089	605.0	605	1.9747
2.1089	606.0	606	1.9741
2.1089	607.0	607	1.9735
2.1089	608.0	608	1.9729
2.1089	609.0	609	1.9723
2.1089	610.0	610	1.9717
2.1089	611.0	611	1.9712
2.1089	612.0	612	1.9706
2.1089	613.0	613	1.9700
2.1089	614.0	614	1.9694
2.1089	615.0	615	1.9688
2.1089	616.0	616	1.9682
2.1089	617.0	617	1.9676
2.1089	618.0	618	1.9670
2.1089	619.0	619	1.9664
2.1089	620.0	620	1.9658
2.1089	621.0	621	1.9652
2.1089	622.0	622	1.9646
2.1089	623.0	623	1.9640
2.1089	624.0	624	1.9634
2.1089	625.0	625	1.9629
2.1089	626.0	626	1.9623
2.1089	627.0	627	1.9617
2.1089	628.0	628	1.9611
2.1089	629.0	629	1.9605
2.1089	630.0	630	1.9600
2.1089	631.0	631	1.9594
2.1089	632.0	632	1.9588
2.1089	633.0	633	1.9582
2.1089	634.0	634	1.9577
2.1089	635.0	635	1.9571
2.1089	636.0	636	1.9565
2.1089	637.0	637	1.9559
2.1089	638.0	638	1.9554
2.1089	639.0	639	1.9548
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2.1089	641.0	641	1.9537
2.1089	642.0	642	1.9531
2.1089	643.0	643	1.9526
2.1089	644.0	644	1.9520
2.1089	645.0	645	1.9514
2.1089	646.0	646	1.9509
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2.1089	650.0	650	1.9486
2.1089	651.0	651	1.9480
2.1089	652.0	652	1.9475
2.1089	653.0	653	1.9469
2.1089	654.0	654	1.9464
2.1089	655.0	655	1.9458
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2.1089	660.0	660	1.9430
2.1089	661.0	661	1.9424
2.1089	662.0	662	1.9418
2.1089	663.0	663	1.9413
2.1089	664.0	664	1.9407
2.1089	665.0	665	1.9402
2.1089	666.0	666	1.9396
2.1089	667.0	667	1.9391
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2.1089	669.0	669	1.9380
2.1089	670.0	670	1.9374
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2.1089	723.0	723	1.9099
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2.1089	725.0	725	1.9089
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2.1089	728.0	728	1.9074
2.1089	729.0	729	1.9069
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2.1089	731.0	731	1.9060
2.1089	732.0	732	1.9055
2.1089	733.0	733	1.9051
2.1089	734.0	734	1.9046
2.1089	735.0	735	1.9041
2.1089	736.0	736	1.9037
2.1089	737.0	737	1.9032
2.1089	738.0	738	1.9027
2.1089	739.0	739	1.9022
2.1089	740.0	740	1.9018
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2.1089	744.0	744	1.8998
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2.1089	750.0	750	1.8969
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2.1089	790.0	790	1.8798
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2.1089	811.0	811	1.8711
2.1089	812.0	812	1.8707
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2.1089	822.0	822	1.8667
2.1089	823.0	823	1.8663
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2.1089	825.0	825	1.8655
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2.1089	827.0	827	1.8647
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2.1089	829.0	829	1.8639
2.1089	830.0	830	1.8635
2.1089	831.0	831	1.8631
2.1089	832.0	832	1.8627
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2.1089	834.0	834	1.8619
2.1089	835.0	835	1.8615
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2.1089	837.0	837	1.8607
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2.1089	846.0	846	1.8571
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2.1089	850.0	850	1.8556
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2.1089	865.0	865	1.8501
2.1089	866.0	866	1.8497
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2.1089	868.0	868	1.8490
2.1089	869.0	869	1.8486
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2.1089	890.0	890	1.8415
2.1089	891.0	891	1.8412
2.1089	892.0	892	1.8409
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2.1089	895.0	895	1.8399
2.1089	896.0	896	1.8396
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2.1089	904.0	904	1.8370
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2.1089	906.0	906	1.8364
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2.1089	913.0	913	1.8343
2.1089	914.0	914	1.8340
2.1089	915.0	915	1.8337
2.1089	916.0	916	1.8334
2.1089	917.0	917	1.8331
2.1089	918.0	918	1.8328
2.1089	919.0	919	1.8325
2.1089	920.0	920	1.8321
2.1089	921.0	921	1.8318
2.1089	922.0	922	1.8315
2.1089	923.0	923	1.8312
2.1089	924.0	924	1.8309
2.1089	925.0	925	1.8306
2.1089	926.0	926	1.8303
2.1089	927.0	927	1.8300
2.1089	928.0	928	1.8297
2.1089	929.0	929	1.8294
2.1089	930.0	930	1.8290
2.1089	931.0	931	1.8287
2.1089	932.0	932	1.8284
2.1089	933.0	933	1.8281
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2.1089	935.0	935	1.8275
2.1089	936.0	936	1.8272
2.1089	937.0	937	1.8270
2.1089	938.0	938	1.8267
2.1089	939.0	939	1.8264
2.1089	940.0	940	1.8261
2.1089	941.0	941	1.8258
2.1089	942.0	942	1.8255
2.1089	943.0	943	1.8253
2.1089	944.0	944	1.8250
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2.1089	947.0	947	1.8241
2.1089	948.0	948	1.8238
2.1089	949.0	949	1.8236
2.1089	950.0	950	1.8233
2.1089	951.0	951	1.8230
2.1089	952.0	952	1.8227
2.1089	953.0	953	1.8224
2.1089	954.0	954	1.8221
2.1089	955.0	955	1.8218
2.1089	956.0	956	1.8216
2.1089	957.0	957	1.8213
2.1089	958.0	958	1.8210
2.1089	959.0	959	1.8207
2.1089	960.0	960	1.8204
2.1089	961.0	961	1.8201
2.1089	962.0	962	1.8199
2.1089	963.0	963	1.8196
2.1089	964.0	964	1.8193
2.1089	965.0	965	1.8190
2.1089	966.0	966	1.8187
2.1089	967.0	967	1.8185
2.1089	968.0	968	1.8182
2.1089	969.0	969	1.8179
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2.1089	971.0	971	1.8174
2.1089	972.0	972	1.8171
2.1089	973.0	973	1.8168
2.1089	974.0	974	1.8166
2.1089	975.0	975	1.8163
2.1089	976.0	976	1.8161
2.1089	977.0	977	1.8158
2.1089	978.0	978	1.8156
2.1089	979.0	979	1.8153
2.1089	980.0	980	1.8151
2.1089	981.0	981	1.8148
2.1089	982.0	982	1.8146
2.1089	983.0	983	1.8143
2.1089	984.0	984	1.8141
2.1089	985.0	985	1.8138
2.1089	986.0	986	1.8136
2.1089	987.0	987	1.8133
2.1089	988.0	988	1.8131
2.1089	989.0	989	1.8128
2.1089	990.0	990	1.8126
2.1089	991.0	991	1.8123
2.1089	992.0	992	1.8121
2.1089	993.0	993	1.8118
2.1089	994.0	994	1.8116
2.1089	995.0	995	1.8113
2.1089	996.0	996	1.8111
2.1089	997.0	997	1.8109
2.1089	998.0	998	1.8106
2.1089	999.0	999	1.8104
1.6353	1000.0	1000	1.8101
1.6353	1001.0	1001	1.8099
1.6353	1002.0	1002	1.8096
1.6353	1003.0	1003	1.8094
1.6353	1004.0	1004	1.8091
1.6353	1005.0	1005	1.8089
1.6353	1006.0	1006	1.8086
1.6353	1007.0	1007	1.8084
1.6353	1008.0	1008	1.8081
1.6353	1009.0	1009	1.8079
1.6353	1010.0	1010	1.8076
1.6353	1011.0	1011	1.8074
1.6353	1012.0	1012	1.8071
1.6353	1013.0	1013	1.8069
1.6353	1014.0	1014	1.8066
1.6353	1015.0	1015	1.8064
1.6353	1016.0	1016	1.8061
1.6353	1017.0	1017	1.8058
1.6353	1018.0	1018	1.8056
1.6353	1019.0	1019	1.8054
1.6353	1020.0	1020	1.8051
1.6353	1021.0	1021	1.8049
1.6353	1022.0	1022	1.8046
1.6353	1023.0	1023	1.8044
1.6353	1024.0	1024	1.8042
1.6353	1025.0	1025	1.8040
1.6353	1026.0	1026	1.8037
1.6353	1027.0	1027	1.8035
1.6353	1028.0	1028	1.8033
1.6353	1029.0	1029	1.8031
1.6353	1030.0	1030	1.8028
1.6353	1031.0	1031	1.8026
1.6353	1032.0	1032	1.8024
1.6353	1033.0	1033	1.8021
1.6353	1034.0	1034	1.8019
1.6353	1035.0	1035	1.8017
1.6353	1036.0	1036	1.8014
1.6353	1037.0	1037	1.8012
1.6353	1038.0	1038	1.8010
1.6353	1039.0	1039	1.8007
1.6353	1040.0	1040	1.8005
1.6353	1041.0	1041	1.8003
1.6353	1042.0	1042	1.8001
1.6353	1043.0	1043	1.7999
1.6353	1044.0	1044	1.7996
1.6353	1045.0	1045	1.7994
1.6353	1046.0	1046	1.7992
1.6353	1047.0	1047	1.7990
1.6353	1048.0	1048	1.7988
1.6353	1049.0	1049	1.7986
1.6353	1050.0	1050	1.7984
1.6353	1051.0	1051	1.7981
1.6353	1052.0	1052	1.7979
1.6353	1053.0	1053	1.7977
1.6353	1054.0	1054	1.7975
1.6353	1055.0	1055	1.7973
1.6353	1056.0	1056	1.7971
1.6353	1057.0	1057	1.7969
1.6353	1058.0	1058	1.7968
1.6353	1059.0	1059	1.7966
1.6353	1060.0	1060	1.7964
1.6353	1061.0	1061	1.7962
1.6353	1062.0	1062	1.7960
1.6353	1063.0	1063	1.7958
1.6353	1064.0	1064	1.7956
1.6353	1065.0	1065	1.7954
1.6353	1066.0	1066	1.7952
1.6353	1067.0	1067	1.7950
1.6353	1068.0	1068	1.7948
1.6353	1069.0	1069	1.7946
1.6353	1070.0	1070	1.7944
1.6353	1071.0	1071	1.7942
1.6353	1072.0	1072	1.7940
1.6353	1073.0	1073	1.7939
1.6353	1074.0	1074	1.7937
1.6353	1075.0	1075	1.7935
1.6353	1076.0	1076	1.7933
1.6353	1077.0	1077	1.7931
1.6353	1078.0	1078	1.7929
1.6353	1079.0	1079	1.7927
1.6353	1080.0	1080	1.7925
1.6353	1081.0	1081	1.7923
1.6353	1082.0	1082	1.7921
1.6353	1083.0	1083	1.7919
1.6353	1084.0	1084	1.7917
1.6353	1085.0	1085	1.7915
1.6353	1086.0	1086	1.7913
1.6353	1087.0	1087	1.7912
1.6353	1088.0	1088	1.7910
1.6353	1089.0	1089	1.7908
1.6353	1090.0	1090	1.7906
1.6353	1091.0	1091	1.7904
1.6353	1092.0	1092	1.7903
1.6353	1093.0	1093	1.7901
1.6353	1094.0	1094	1.7899
1.6353	1095.0	1095	1.7897
1.6353	1096.0	1096	1.7895
1.6353	1097.0	1097	1.7894
1.6353	1098.0	1098	1.7892
1.6353	1099.0	1099	1.7890
1.6353	1100.0	1100	1.7888
1.6353	1101.0	1101	1.7886
1.6353	1102.0	1102	1.7885
1.6353	1103.0	1103	1.7883
1.6353	1104.0	1104	1.7881
1.6353	1105.0	1105	1.7879
1.6353	1106.0	1106	1.7877
1.6353	1107.0	1107	1.7876
1.6353	1108.0	1108	1.7874
1.6353	1109.0	1109	1.7872
1.6353	1110.0	1110	1.7871
1.6353	1111.0	1111	1.7869
1.6353	1112.0	1112	1.7867
1.6353	1113.0	1113	1.7865
1.6353	1114.0	1114	1.7864
1.6353	1115.0	1115	1.7862
1.6353	1116.0	1116	1.7860
1.6353	1117.0	1117	1.7859
1.6353	1118.0	1118	1.7857
1.6353	1119.0	1119	1.7856
1.6353	1120.0	1120	1.7854
1.6353	1121.0	1121	1.7852
1.6353	1122.0	1122	1.7851
1.6353	1123.0	1123	1.7849
1.6353	1124.0	1124	1.7848
1.6353	1125.0	1125	1.7846
1.6353	1126.0	1126	1.7845
1.6353	1127.0	1127	1.7843
1.6353	1128.0	1128	1.7841
1.6353	1129.0	1129	1.7840
1.6353	1130.0	1130	1.7838
1.6353	1131.0	1131	1.7837
1.6353	1132.0	1132	1.7835
1.6353	1133.0	1133	1.7833
1.6353	1134.0	1134	1.7832
1.6353	1135.0	1135	1.7830
1.6353	1136.0	1136	1.7829
1.6353	1137.0	1137	1.7828
1.6353	1138.0	1138	1.7826
1.6353	1139.0	1139	1.7825
1.6353	1140.0	1140	1.7823
1.6353	1141.0	1141	1.7822
1.6353	1142.0	1142	1.7821
1.6353	1143.0	1143	1.7819
1.6353	1144.0	1144	1.7818
1.6353	1145.0	1145	1.7816
1.6353	1146.0	1146	1.7815
1.6353	1147.0	1147	1.7814
1.6353	1148.0	1148	1.7812
1.6353	1149.0	1149	1.7811
1.6353	1150.0	1150	1.7809
1.6353	1151.0	1151	1.7808
1.6353	1152.0	1152	1.7807
1.6353	1153.0	1153	1.7805
1.6353	1154.0	1154	1.7804
1.6353	1155.0	1155	1.7802
1.6353	1156.0	1156	1.7801
1.6353	1157.0	1157	1.7799
1.6353	1158.0	1158	1.7798
1.6353	1159.0	1159	1.7796
1.6353	1160.0	1160	1.7795
1.6353	1161.0	1161	1.7793
1.6353	1162.0	1162	1.7792
1.6353	1163.0	1163	1.7790
1.6353	1164.0	1164	1.7789
1.6353	1165.0	1165	1.7788
1.6353	1166.0	1166	1.7786
1.6353	1167.0	1167	1.7785
1.6353	1168.0	1168	1.7783
1.6353	1169.0	1169	1.7782
1.6353	1170.0	1170	1.7781
1.6353	1171.0	1171	1.7779
1.6353	1172.0	1172	1.7778
1.6353	1173.0	1173	1.7776
1.6353	1174.0	1174	1.7775
1.6353	1175.0	1175	1.7774
1.6353	1176.0	1176	1.7772
1.6353	1177.0	1177	1.7771
1.6353	1178.0	1178	1.7770
1.6353	1179.0	1179	1.7769
1.6353	1180.0	1180	1.7767
1.6353	1181.0	1181	1.7766
1.6353	1182.0	1182	1.7765
1.6353	1183.0	1183	1.7763
1.6353	1184.0	1184	1.7762
1.6353	1185.0	1185	1.7761
1.6353	1186.0	1186	1.7760
1.6353	1187.0	1187	1.7758
1.6353	1188.0	1188	1.7757
1.6353	1189.0	1189	1.7756
1.6353	1190.0	1190	1.7755
1.6353	1191.0	1191	1.7753
1.6353	1192.0	1192	1.7752
1.6353	1193.0	1193	1.7751
1.6353	1194.0	1194	1.7750
1.6353	1195.0	1195	1.7748
1.6353	1196.0	1196	1.7747
1.6353	1197.0	1197	1.7746
1.6353	1198.0	1198	1.7745
1.6353	1199.0	1199	1.7744
1.6353	1200.0	1200	1.7742
1.6353	1201.0	1201	1.7741
1.6353	1202.0	1202	1.7740
1.6353	1203.0	1203	1.7739
1.6353	1204.0	1204	1.7738
1.6353	1205.0	1205	1.7737
1.6353	1206.0	1206	1.7736
1.6353	1207.0	1207	1.7735
1.6353	1208.0	1208	1.7734
1.6353	1209.0	1209	1.7733
1.6353	1210.0	1210	1.7732
1.6353	1211.0	1211	1.7731
1.6353	1212.0	1212	1.7730
1.6353	1213.0	1213	1.7729
1.6353	1214.0	1214	1.7728
1.6353	1215.0	1215	1.7727
1.6353	1216.0	1216	1.7726
1.6353	1217.0	1217	1.7725
1.6353	1218.0	1218	1.7724
1.6353	1219.0	1219	1.7723
1.6353	1220.0	1220	1.7722
1.6353	1221.0	1221	1.7721
1.6353	1222.0	1222	1.7720
1.6353	1223.0	1223	1.7719
1.6353	1224.0	1224	1.7718
1.6353	1225.0	1225	1.7717
1.6353	1226.0	1226	1.7716
1.6353	1227.0	1227	1.7715
1.6353	1228.0	1228	1.7714
1.6353	1229.0	1229	1.7713
1.6353	1230.0	1230	1.7712
1.6353	1231.0	1231	1.7711
1.6353	1232.0	1232	1.7710
1.6353	1233.0	1233	1.7709
1.6353	1234.0	1234	1.7708
1.6353	1235.0	1235	1.7707
1.6353	1236.0	1236	1.7706
1.6353	1237.0	1237	1.7705
1.6353	1238.0	1238	1.7704
1.6353	1239.0	1239	1.7703
1.6353	1240.0	1240	1.7702
1.6353	1241.0	1241	1.7701
1.6353	1242.0	1242	1.7700
1.6353	1243.0	1243	1.7699
1.6353	1244.0	1244	1.7698
1.6353	1245.0	1245	1.7697
1.6353	1246.0	1246	1.7697
1.6353	1247.0	1247	1.7696
1.6353	1248.0	1248	1.7695
1.6353	1249.0	1249	1.7694
1.6353	1250.0	1250	1.7693
1.6353	1251.0	1251	1.7693
1.6353	1252.0	1252	1.7692
1.6353	1253.0	1253	1.7691
1.6353	1254.0	1254	1.7690
1.6353	1255.0	1255	1.7689
1.6353	1256.0	1256	1.7689
1.6353	1257.0	1257	1.7688
1.6353	1258.0	1258	1.7687
1.6353	1259.0	1259	1.7686
1.6353	1260.0	1260	1.7685
1.6353	1261.0	1261	1.7685
1.6353	1262.0	1262	1.7684
1.6353	1263.0	1263	1.7683
1.6353	1264.0	1264	1.7682
1.6353	1265.0	1265	1.7682
1.6353	1266.0	1266	1.7681
1.6353	1267.0	1267	1.7680
1.6353	1268.0	1268	1.7679
1.6353	1269.0	1269	1.7679
1.6353	1270.0	1270	1.7678
1.6353	1271.0	1271	1.7677
1.6353	1272.0	1272	1.7676
1.6353	1273.0	1273	1.7676
1.6353	1274.0	1274	1.7675
1.6353	1275.0	1275	1.7674
1.6353	1276.0	1276	1.7674
1.6353	1277.0	1277	1.7673
1.6353	1278.0	1278	1.7672
1.6353	1279.0	1279	1.7672
1.6353	1280.0	1280	1.7671
1.6353	1281.0	1281	1.7670
1.6353	1282.0	1282	1.7670
1.6353	1283.0	1283	1.7669
1.6353	1284.0	1284	1.7668
1.6353	1285.0	1285	1.7668
1.6353	1286.0	1286	1.7667
1.6353	1287.0	1287	1.7666
1.6353	1288.0	1288	1.7666
1.6353	1289.0	1289	1.7665
1.6353	1290.0	1290	1.7664
1.6353	1291.0	1291	1.7664
1.6353	1292.0	1292	1.7663
1.6353	1293.0	1293	1.7662
1.6353	1294.0	1294	1.7662
1.6353	1295.0	1295	1.7661
1.6353	1296.0	1296	1.7661
1.6353	1297.0	1297	1.7660
1.6353	1298.0	1298	1.7659
1.6353	1299.0	1299	1.7659
1.6353	1300.0	1300	1.7658
1.6353	1301.0	1301	1.7658
1.6353	1302.0	1302	1.7657
1.6353	1303.0	1303	1.7657
1.6353	1304.0	1304	1.7656
1.6353	1305.0	1305	1.7655
1.6353	1306.0	1306	1.7655
1.6353	1307.0	1307	1.7654
1.6353	1308.0	1308	1.7654
1.6353	1309.0	1309	1.7653
1.6353	1310.0	1310	1.7653
1.6353	1311.0	1311	1.7652
1.6353	1312.0	1312	1.7652
1.6353	1313.0	1313	1.7651
1.6353	1314.0	1314	1.7651
1.6353	1315.0	1315	1.7650
1.6353	1316.0	1316	1.7650
1.6353	1317.0	1317	1.7649
1.6353	1318.0	1318	1.7649
1.6353	1319.0	1319	1.7648
1.6353	1320.0	1320	1.7648
1.6353	1321.0	1321	1.7648
1.6353	1322.0	1322	1.7647
1.6353	1323.0	1323	1.7647
1.6353	1324.0	1324	1.7646
1.6353	1325.0	1325	1.7646
1.6353	1326.0	1326	1.7645
1.6353	1327.0	1327	1.7645
1.6353	1328.0	1328	1.7645
1.6353	1329.0	1329	1.7644
1.6353	1330.0	1330	1.7644
1.6353	1331.0	1331	1.7643
1.6353	1332.0	1332	1.7643
1.6353	1333.0	1333	1.7643
1.6353	1334.0	1334	1.7642
1.6353	1335.0	1335	1.7642
1.6353	1336.0	1336	1.7642
1.6353	1337.0	1337	1.7641
1.6353	1338.0	1338	1.7641
1.6353	1339.0	1339	1.7641
1.6353	1340.0	1340	1.7640
1.6353	1341.0	1341	1.7640
1.6353	1342.0	1342	1.7640
1.6353	1343.0	1343	1.7640
1.6353	1344.0	1344	1.7639
1.6353	1345.0	1345	1.7639
1.6353	1346.0	1346	1.7639
1.6353	1347.0	1347	1.7638
1.6353	1348.0	1348	1.7638
1.6353	1349.0	1349	1.7638
1.6353	1350.0	1350	1.7638
1.6353	1351.0	1351	1.7638
1.6353	1352.0	1352	1.7637
1.6353	1353.0	1353	1.7637
1.6353	1354.0	1354	1.7637
1.6353	1355.0	1355	1.7637
1.6353	1356.0	1356	1.7636
1.6353	1357.0	1357	1.7636
1.6353	1358.0	1358	1.7636
1.6353	1359.0	1359	1.7636
1.6353	1360.0	1360	1.7636
1.6353	1361.0	1361	1.7636
1.6353	1362.0	1362	1.7635
1.6353	1363.0	1363	1.7635
1.6353	1364.0	1364	1.7635
1.6353	1365.0	1365	1.7635
1.6353	1366.0	1366	1.7635
1.6353	1367.0	1367	1.7635
1.6353	1368.0	1368	1.7635
1.6353	1369.0	1369	1.7634
1.6353	1370.0	1370	1.7634
1.6353	1371.0	1371	1.7634
1.6353	1372.0	1372	1.7634
1.6353	1373.0	1373	1.7634
1.6353	1374.0	1374	1.7634
1.6353	1375.0	1375	1.7634
1.6353	1376.0	1376	1.7634
1.6353	1377.0	1377	1.7634
1.6353	1378.0	1378	1.7634
1.6353	1379.0	1379	1.7634
1.6353	1380.0	1380	1.7634
1.6353	1381.0	1381	1.7634
1.6353	1382.0	1382	1.7634
1.6353	1383.0	1383	1.7633
1.6353	1384.0	1384	1.7633
1.6353	1385.0	1385	1.7633
1.6353	1386.0	1386	1.7633
1.6353	1387.0	1387	1.7633
1.6353	1388.0	1388	1.7633
1.6353	1389.0	1389	1.7633
1.6353	1390.0	1390	1.7633
1.6353	1391.0	1391	1.7633
1.6353	1392.0	1392	1.7633
1.6353	1393.0	1393	1.7633
1.6353	1394.0	1394	1.7633
1.6353	1395.0	1395	1.7633
1.6353	1396.0	1396	1.7633
1.6353	1397.0	1397	1.7633
1.6353	1398.0	1398	1.7633
1.6353	1399.0	1399	1.7633
1.6353	1400.0	1400	1.7633

Framework versions

• Transformers 4.38.2
• Pytorch 2.2.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2