partial_fit throws warning and inf scores about bertopic HOT 2 OPEN

{'Main': [('1054375', inf),
  ('982395', inf),
  ('1013164', inf),
  ('1031508', inf),
  ('1031576', inf),
  ('957591', inf),
  ('1043766', inf),
  ('1054256', inf),
  ('1054349', inf),
  ('1054355', inf)]}

	Topic	Count	Name	Representation	Representative_Docs
0	0	109104	0_30470_32665_14_29	[30470, 32665, 14, 29, 31, 10, 40, 44, 53, 45]	NaN
1	1	52972	1_1054375_982395_1013164_1031508	[1054375, 982395, 1013164, 1031508, 1031576, 9...	NaN
2	2	129841	2_369045_369865_371828_371766	[369045, 369865, 371828, 371766, 365563, 36557...	NaN
3	3	66873	3_27_13_16_38	[27, 13, 16, 38, 44, 3350, 46, 3574, 3831, 4222]	NaN
4	4	41935	4_12_22_31_14	[12, 22, 31, 14, 10, 43, 39, 42, 37, 38]	NaN
5	5	67877	5_220939_220545_222224_220700	[220939, 220545, 222224, 220700, 220669, 21894...	NaN
6	6	48487	6_1767968_1593953_1683623_1593883	[1767968, 1593953, 1683623, 1593883, 1683534, ...	NaN
7	7	35557	7_552517_545624_543607_552708	[552517, 545624, 543607, 552708, 543675, 55253...	NaN
8	8	75309	8_14_15_13_16	[14, 15, 13, 16, 42, 38, 29, 53, 10, 3675]	NaN
9	9	77294	9_218852_220508_218868_218942	[218852, 220508, 218868, 218942, 220498, 15, 3...	NaN
10	10	60717	10_599079_574468_571526_588418	[599079, 574468, 571526, 588418, 598261, 59877...	NaN
11	11	46438	11_4756774_4756616_4747992_4756619	[4756774, 4756616, 4747992, 4756619, 4756573, ...	NaN
12	12	91285	12_31_42_3350_40	[31, 42, 3350, 40, 14, 3389, 3381, 48, 3727, 44]	NaN
13	13	67976	13_387158_391193_392310_384981	[387158, 391193, 392310, 384981, 392368, 39232...	NaN
14	14	60478	14_19_13_38_41	[19, 13, 38, 41, 10, 44, 48, 52, 3727, 4204]	NaN
15	15	60942	15_240524_241155_240871_241228	[240524, 241155, 240871, 241228, 241243, 24117...	NaN
16	16	87910	16_218382_10_14_28	[218382, 10, 14, 28, 27, 29, 31, 37, 43, 39]	NaN
17	17	22748	17_849849_815686_839704_826626	[849849, 815686, 839704, 826626, 795510, 84975...	NaN
18	18	58772	18_517017_498821_515931_476445	[517017, 498821, 515931, 476445, 516308, 51588...	NaN
19	19	56241	19_220610_220836_39_13	[220610, 220836, 39, 13, 44, 48, 38, 14, 10, 51]	NaN
20	20	110401	20_28305_16_10_12	[28305, 16, 10, 12, 27, 37, 29, 22, 41, 44]	NaN
21	21	121051	21_15_17_12_27	[15, 17, 12, 27, 10, 18, 14, 37, 43, 42]	NaN
22	22	53491	22_32963_27_37_3381	[32963, 27, 37, 3381, 38, 3532, 3574, 3404, 39...	NaN
23	23	58245	23_30470_10_37_38	[30470, 10, 37, 38, 44, 29, 48, 3727, 4254, 4331]	NaN
24	24	39084	24_444630_437352_436133_440889	[444630, 437352, 436133, 440889, 436174, 43615...	NaN
25	25	13123	25_2883254_2842667_2866698_2866738	[2883254, 2842667, 2866698, 2866738, 2866690, ...	NaN
26	26	60774	26_239877_240079_240123_240453	[239877, 240079, 240123, 240453, 240659, 24070...	NaN
27	27	27280	27_1160426_1115483_1147040_1110211	[1160426, 1115483, 1147040, 1110211, 1110213, ...	NaN
28	28	70162	28_368293_364473_365277_364744	[368293, 364473, 365277, 364744, 365791, 36457...	NaN
29	29	78156	29_224484_222741_222735_224365	[224484, 222741, 222735, 224365, 222872, 22404...	NaN
30	30	39348	30_29260_31_18_12	[29260, 31, 18, 12, 43, 10, 42, 44, 3389, 53]	NaN
31	31	59289	31_33739_212113_212106_12	[33739, 212113, 212106, 12, 28, 43, 31, 14, 33...	NaN
32	32	79654	32_27230_27_14_10	[27230, 27, 14, 10, 22, 29, 38, 37, 41, 3350]	NaN
33	33	76397	33_222872_223204_14_10	[222872, 223204, 14, 10, 16, 22, 37, 47, 44, 29]	NaN
34	34	70535	34_30267_17_10_43	[30267, 17, 10, 43, 27, 47, 31, 37, 3397, 29]	NaN
35	35	40708	35_33454_13_16_43	[33454, 13, 16, 43, 29, 22, 41, 46, 52, 3574]	NaN
36	36	33484	36_30470_28_16_13	[30470, 28, 16, 13, 3389, 44, 10, 48, 37, 4222]	NaN
37	37	72767	37_222875_222950_223145_223221	[222875, 222950, 223145, 223221, 224365, 22330...	NaN
38	38	36732	38_253412_251896_253272_253500	[253412, 251896, 253272, 253500, 253488, 25324...	NaN
39	39	42591	39_250962_250920_248635_251452	[250962, 250920, 248635, 251452, 248993, 24901...	NaN
40	40	17007	40_4714314_4699011_4714064_4714090	[4714314, 4699011, 4714064, 4714090, 4714056, ...	NaN
41	41	68058	41_27321_27363_27393_27407	[27321, 27363, 27393, 27407, 14, 17, 18, 29, 2...	NaN
42	42	94062	42_27321_27411_27552_27259	[27321, 27411, 27552, 27259, 16, 14, 31, 27, 2...	NaN
43	43	79166	43_15_10_29_28	[15, 10, 29, 28, 3350, 37, 27, 3397, 53, 3381]	NaN
44	44	79278	44_879543_839601_849938_850763	[879543, 839601, 849938, 850763, 849858, 87072...	NaN
45	45	54102	45_224506_223904_224478_224046	[224506, 223904, 224478, 224046, 222820, 23759...	NaN
46	46	65796	46_14_27_17_29	[14, 27, 17, 29, 37, 38, 48, 3555, 52, 3582]	NaN
47	47	75014	47_38_52_29_3515	[38, 52, 29, 3515, 3695, 3636, 10, 3831, 3989,...	NaN
48	48	50618	48_251880_249120_251382_251243	[251880, 249120, 251382, 251243, 250920, 25040...	NaN
49	49	42643	49_239463_239393_238194_239129	[239463, 239393, 238194, 239129, 239184, 23920...	NaN