Add BERTopic model

README.md

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+
+---
+tags:
+- bertopic
+library_name: bertopic
+pipeline_tag: text-classification
+---
+
+# MARTINI_enrich_BERTopic_FREEDOMFIGHTERSWW
+
+This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model. 
+BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets. 
+
+## Usage 
+
+To use this model, please install BERTopic:
+
+```
+pip install -U bertopic
+```
+
+You can use the model as follows:
+
+```python
+from bertopic import BERTopic
+topic_model = BERTopic.load("AIDA-UPM/MARTINI_enrich_BERTopic_FREEDOMFIGHTERSWW")
+
+topic_model.get_topic_info()
+```
+
+## Topic overview
+
+* Number of topics: 161
+* Number of training documents: 24423
+
+<details>
+  <summary>Click here for an overview of all topics.</summary>
+  
+  | Topic ID | Topic Keywords | Topic Frequency | Label | 
+|----------|----------------|-----------------|-------| 
+| -1 | potus - everything - russia - news - awakening | 20 | -1_potus_everything_russia_news | 
+| 0 | bankrupted - fdic - petrodollar - zimbabwe - binance | 15360 | 0_bankrupted_fdic_petrodollar_zimbabwe | 
+| 1 | twitter - shadowbanning - musk - desantis - misinformation | 380 | 1_twitter_shadowbanning_musk_desantis | 
+| 2 | traffickers - malaysia - europol - philippine - hotline | 356 | 2_traffickers_malaysia_europol_philippine | 
+| 3 | russiagate - clinton - dnc - msnbc - danchenko | 185 | 3_russiagate_clinton_dnc_msnbc | 
+| 4 | bioweapons - russia - dnipropetrovsk - pentagon - laboratories | 170 | 4_bioweapons_russia_dnipropetrovsk_pentagon | 
+| 5 | australians - vaccinated - afl - public_afa_channel - firefighters | 165 | 5_australians_vaccinated_afl_public_afa_channel | 
+| 6 | netherlands - nijmegen - apeldoorn - hengelo - rabobank | 162 | 6_netherlands_nijmegen_apeldoorn_hengelo | 
+| 7 | quakes - epicenter - kilauea - panama - 2023 | 143 | 7_quakes_epicenter_kilauea_panama | 
+| 8 | gaza - netanyahu - hezbollah - ashkelon - merkava | 136 | 8_gaza_netanyahu_hezbollah_ashkelon | 
+| 9 | pyramids - megaliths - anunnakiworld - ptah - baalbek | 132 | 9_pyramids_megaliths_anunnakiworld_ptah | 
+| 10 | extraterrestrials - nasa - galactic - ganymede - zvezda | 131 | 10_extraterrestrials_nasa_galactic_ganymede | 
+| 11 | welp - memesavages - goodbye - reshare - subscribers | 131 | 11_welp_memesavages_goodbye_reshare | 
+| 12 | trafficked - whistleblower - multibillion - hhs - tara | 121 | 12_trafficked_whistleblower_multibillion_hhs | 
+| 13 | generals - flynn - psywar - platoon - airborne | 121 | 13_generals_flynn_psywar_platoon | 
+| 14 | wisdom - courage - verses - always - survive | 113 | 14_wisdom_courage_verses_always | 
+| 15 | vaccine - janssen - cardiologist - mccullough - guillain | 108 | 15_vaccine_janssen_cardiologist_mccullough | 
+| 16 | queen - royal - buckingham - crowned - elizabeth | 106 | 16_queen_royal_buckingham_crowned | 
+| 17 | rothschild - khazarians - pope - hitler - mossad | 103 | 17_rothschild_khazarians_pope_hitler | 
+| 18 | illuminati - luciferian - baphomet - freemasons - pentagram | 100 | 18_illuminati_luciferian_baphomet_freemasons | 
+| 19 | paedophiles - nsw - queensland - accused - adelaide | 100 | 19_paedophiles_nsw_queensland_accused | 
+| 20 | australians - commonwealth - referendum - citizenship - socialists | 100 | 20_australians_commonwealth_referendum_citizenship | 
+| 21 | freedom - hollywood - caviezel - traffickers - adrenochrome | 100 | 21_freedom_hollywood_caviezel_traffickers | 
+| 22 | freedomfightersww - 1wga - hunted - nightstalkers - spetsnaz | 97 | 22_freedomfightersww_1wga_hunted_nightstalkers | 
+| 23 | bidenlaptopreport - leaked - pornhub - hereshunter - screenshots | 95 | 23_bidenlaptopreport_leaked_pornhub_hereshunter | 
+| 24 | bolsonaro - favelas - janeiro - minas - pdvsa | 93 | 24_bolsonaro_favelas_janeiro_minas | 
+| 25 | australianrain - floods - thunderstorm - warragamba - torrential | 92 | 25_australianrain_floods_thunderstorm_warragamba | 
+| 26 | trudeau - realcanadiannews - justizminister - convoy - khalistani | 90 | 26_trudeau_realcanadiannews_justizminister_convoy | 
+| 27 | epstein - rothschild - mossad - megadonor - blackmail | 88 | 27_epstein_rothschild_mossad_megadonor | 
+| 28 | australiaoneparty - bosi - bunbury - qantas - update | 86 | 28_australiaoneparty_bosi_bunbury_qantas | 
+| 29 | protesters - london - hamas - independentnationalistnetwork - vandalisation | 85 | 29_protesters_london_hamas_independentnationalistnetwork | 
+| 30 | pelosi - tucker - insurrection - bodycam - january | 84 | 30_pelosi_tucker_insurrection_bodycam | 
+| 31 | globalists - unesco - wefreports - geneva - verschworungstheorie | 84 | 31_globalists_unesco_wefreports_geneva | 
+| 32 | trump - federalize - insurrection - miller - january | 79 | 32_trump_federalize_insurrection_miller | 
+| 33 | trannytifa - mtf - misgender - gaybc - transrasovych | 76 | 33_trannytifa_mtf_misgender_gaybc | 
+| 34 | constitution - sovereign - statutes - attornies - incorporated | 75 | 34_constitution_sovereign_statutes_attornies | 
+| 35 | comey - impeachment - fisa - counterintelligence - unredacted | 75 | 35_comey_impeachment_fisa_counterintelligence | 
+| 36 | mealworms - cannibalism - superfood - beef - vet | 72 | 36_mealworms_cannibalism_superfood_beef | 
+| 37 | patriotos - vamonooooooooooooooooos - friiiiiiidayyyyyyyy - feliz - hello | 72 | 37_patriotos_vamonooooooooooooooooos_friiiiiiidayyyyyyyy_feliz | 
+| 38 | mofa_taiwan - invading - pelosi - ww3 - xiamen | 70 | 38_mofa_taiwan_invading_pelosi_ww3 | 
+| 39 | pfizer - vaxxing - 125742_s1_m5_crf_c4591001 - pages - 2021 | 69 | 39_pfizer_vaxxing_125742_s1_m5_crf_c4591001_pages | 
+| 40 | paedophile - crimestoppers - abused - convicted - rochdale | 69 | 40_paedophile_crimestoppers_abused_convicted | 
+| 41 | trump - tyrants - newsweek - mussolini - rettruthed | 68 | 41_trump_tyrants_newsweek_mussolini | 
+| 42 | zealanders - trudeau - jacinda - merkel - _queen | 68 | 42_zealanders_trudeau_jacinda_merkel | 
+| 43 | telegram - blocked - scammers - bots - spam | 65 | 43_telegram_blocked_scammers_bots | 
+| 44 | fbi - donald - declassified - breitbart - hurricane | 63 | 44_fbi_donald_declassified_breitbart | 
+| 45 | electromagnetic - electricity - edison - watt - hydrogen | 62 | 45_electromagnetic_electricity_edison_watt | 
+| 46 | biden - bribery - vice - gongwen - cefc | 62 | 46_biden_bribery_vice_gongwen | 
+| 47 | hilary - clintons - rumored - witch - podestagroup | 60 | 47_hilary_clintons_rumored_witch | 
+| 48 | floods - downpour - disaster_news - hailstorms - jeddah | 60 | 48_floods_downpour_disaster_news_hailstorms | 
+| 49 | nazification - ukrainians - freikorpsare - azov - mujahideen | 59 | 49_nazification_ukrainians_freikorpsare_azov | 
+| 50 | russia - gazprom - sanctions - sabotage - stream | 59 | 50_russia_gazprom_sanctions_sabotage | 
+| 51 | usairforce - stratotankers - planes - midway - heli | 57 | 51_usairforce_stratotankers_planes_midway | 
+| 52 | grasshopper - tweeting - impostors - gooooooooooooooo - 1d2h43m | 57 | 52_grasshopper_tweeting_impostors_gooooooooooooooo | 
+| 53 | brigade - armycyber - sgt - zarqawi - ghosts | 55 | 53_brigade_armycyber_sgt_zarqawi | 
+| 54 | illegals - tamaulipas - reynosa - sicarios - border | 55 | 54_illegals_tamaulipas_reynosa_sicarios | 
+| 55 | ballots - lindell - michigan - fraudulent - 2000mules | 54 | 55_ballots_lindell_michigan_fraudulent | 
+| 56 | scotus - abortions - mccorvey - overturning - repealed | 54 | 56_scotus_abortions_mccorvey_overturning | 
+| 57 | cyberattacks - thecyberexpress - killnet - ddosecrets - mandiant | 54 | 57_cyberattacks_thecyberexpress_killnet_ddosecrets | 
+| 58 | live - evolvenetwork - chats - 7pm - craniosacral | 53 | 58_live_evolvenetwork_chats_7pm | 
+| 59 | arizona - ballots - karrin - governor - fraudulently | 52 | 59_arizona_ballots_karrin_governor | 
+| 60 | plasmids - vaccinated - mrna - injection - chromosome | 52 | 60_plasmids_vaccinated_mrna_injection | 
+| 61 | австралиицы - россииского - протеста - посольства - sydney | 52 | 61_австралиицы_россииского_протеста_посольства | 
+| 62 | paleo - venison - offal - delicious - turmeric | 51 | 62_paleo_venison_offal_delicious | 
+| 63 | qanonlivestream - update - ukraine - wwg - bioweapon | 51 | 63_qanonlivestream_update_ukraine_wwg | 
+| 64 | qurrent - channel - commies - fqqked - fucks | 50 | 64_qurrent_channel_commies_fqqked | 
+| 65 | lockdowns - chinas - shenzhen - changzhou - tencent | 48 | 65_lockdowns_chinas_shenzhen_changzhou | 
+| 66 | reignitedemocracyaustralia - victoria - frydenberg - daniel - dictator | 47 | 66_reignitedemocracyaustralia_victoria_frydenberg_daniel | 
+| 67 | srilanka - gotabaya - resign - president - protesters | 46 | 67_srilanka_gotabaya_resign_president | 
+| 68 | manitoba - trafficking - toronto - sudbury - hotline | 45 | 68_manitoba_trafficking_toronto_sudbury | 
+| 69 | hs1jq13jv6 - qresearch - drops - 2020 - 2633643 | 45 | 69_hs1jq13jv6_qresearch_drops_2020 | 
+| 70 | rapture - forever - vvorldvvide - d4rkness - alice | 45 | 70_rapture_forever_vvorldvvide_d4rkness | 
+| 71 | adrenochrome - hallucinogen - synthetically - immortality - niacin | 44 | 71_adrenochrome_hallucinogen_synthetically_immortality | 
+| 72 | qubits - starlink - blockchain - basedtelecom - gigabit | 42 | 72_qubits_starlink_blockchain_basedtelecom | 
+| 73 | mariupol - rtrdonetsk - azovstal - battalions - russischen | 41 | 73_mariupol_rtrdonetsk_azovstal_battalions | 
+| 74 | anons - soliders - hugs - grateful - salute | 41 | 74_anons_soliders_hugs_grateful | 
+| 75 | yahweh - disciples - jehoshaphat - prophesy - righteousness | 41 | 75_yahweh_disciples_jehoshaphat_prophesy | 
+| 76 | donetsk - kakhovka - zaporozhye - howitzers - baryshevka | 41 | 76_donetsk_kakhovka_zaporozhye_howitzers | 
+| 77 | tucker - carlson - maddow - nixon - qanons | 40 | 77_tucker_carlson_maddow_nixon | 
+| 78 | monkeypox - adenovirus - chimp - transmitted - truthseekerschatgroup | 40 | 78_monkeypox_adenovirus_chimp_transmitted | 
+| 79 | pyongyang - missile - nuclear - punggye - test | 40 | 79_pyongyang_missile_nuclear_punggye | 
+| 80 | 8chan - cbbofotczs - 2018 - hannity - 3284775 | 39 | 80_8chan_cbbofotczs_2018_hannity | 
+| 81 | geoengineeringwatch - haarp - ionosphere - tornadoes - manipulate | 39 | 81_geoengineeringwatch_haarp_ionosphere_tornadoes | 
+| 82 | kanye - yiannopoulos - mkultra - marley - chappelle | 39 | 82_kanye_yiannopoulos_mkultra_marley | 
+| 83 | ireland - mullingar - drogheda - rioters - migrant | 38 | 83_ireland_mullingar_drogheda_rioters | 
+| 84 | shoigu - sievierodonetsk - russiaslogan - yevkurov - blagoveshchenskaya | 37 | 84_shoigu_sievierodonetsk_russiaslogan_yevkurov | 
+| 85 | patriots - qposts - tomorrow - awesome - guys | 37 | 85_patriots_qposts_tomorrow_awesome | 
+| 86 | explosion - refinery - firefighters - flames - cannock | 36 | 86_explosion_refinery_firefighters_flames | 
+| 87 | 2melbourne - protesters - canberra - amnesty - palaszczuk | 36 | 87_2melbourne_protesters_canberra_amnesty | 
+| 88 | freedomfighters - newsinfo - wwg - subscribed - operationneptune | 36 | 88_freedomfighters_newsinfo_wwg_subscribed | 
+| 89 | ivermectin - hydroxychloroquine - antidote - quercetin - nebulize | 36 | 89_ivermectin_hydroxychloroquine_antidote_quercetin | 
+| 90 | vaxxed - tested - netanyahu - kamala - positive | 36 | 90_vaxxed_tested_netanyahu_kamala | 
+| 91 | captkyle - patriots - podcast - fivesistasaustralia - 7pm | 36 | 91_captkyle_patriots_podcast_fivesistasaustralia | 
+| 92 | arrests - trafficking - deputies - prostitute - texarkana | 36 | 92_arrests_trafficking_deputies_prostitute | 
+| 93 | derailment - hazmat - dioxins - spills - chernobyl | 35 | 93_derailment_hazmat_dioxins_spills | 
+| 94 | australia - totalitarian - parliaments - vaxxers - malcolm | 35 | 94_australia_totalitarian_parliaments_vaxxers | 
+| 95 | truthers - normie - subverted - smarter - fascinating | 35 | 95_truthers_normie_subverted_smarter | 
+| 96 | delta - qdrop - tqday - 2964345 - millisecond | 34 | 96_delta_qdrop_tqday_2964345 | 
+| 97 | canberra - karratha - uluru - tunnels - draconian | 34 | 97_canberra_karratha_uluru_tunnels | 
+| 98 | trumplive - presidente - wheretowatch - 4pm - tonight | 34 | 98_trumplive_presidente_wheretowatch_4pm | 
+| 99 | september - solstice - 24th - gregorian - sagittarius | 34 | 99_september_solstice_24th_gregorian | 
+| 100 | alerts - test - fema - phone - beeps | 33 | 100_alerts_test_fema_phone | 
+| 101 | wikileaks - extradition - imprison - julian - belmarsh | 33 | 101_wikileaks_extradition_imprison_julian | 
+| 102 | collider - atlantis - conspiracies - tetraquark - physicists | 33 | 102_collider_atlantis_conspiracies_tetraquark | 
+| 103 | jfk - zapruder - hitler - assassinated - marilyn | 32 | 103_jfk_zapruder_hitler_assassinated | 
+| 104 | ecuador - protests - imbabura - podgorica - anonymecitoyen | 32 | 104_ecuador_protests_imbabura_podgorica | 
+| 105 | subterranean - bunkers - tunnels - tonopah - wieliczka | 31 | 105_subterranean_bunkers_tunnels_tonopah | 
+| 106 | deleted - pepe - paywall - youtube - retweet | 31 | 106_deleted_pepe_paywall_youtube | 
+| 107 | iran - airstrikes - hezbollah - khameni - drone | 31 | 107_iran_airstrikes_hezbollah_khameni | 
+| 108 | 5g - covfefe - mmwave - cobalt - telefonu | 31 | 108_5g_covfefe_mmwave_cobalt | 
+| 109 | spaceforce - freethewillpatriots - pentagram - keystone - ussf_starcom | 30 | 109_spaceforce_freethewillpatriots_pentagram_keystone | 
+| 110 | qposts - day - relevant - asked - wwi | 30 | 110_qposts_day_relevant_asked | 
+| 111 | biden - gasoline - crude - inflation - surged | 30 | 111_biden_gasoline_crude_inflation | 
+| 112 | imran - islamabad - shahbaz - zindabad - protestors | 30 | 112_imran_islamabad_shahbaz_zindabad | 
+| 113 | flightaware - ryanair - cancellations - snowpocalypse - southwest | 30 | 113_flightaware_ryanair_cancellations_snowpocalypse | 
+| 114 | riots - marseille - gendarmerie - rennes - antifas | 30 | 114_riots_marseille_gendarmerie_rennes | 
+| 115 | draghi - italie - luglio - protesta - coglioni | 29 | 115_draghi_italie_luglio_protesta | 
+| 116 | antarctica - continents - map - equator - meru | 29 | 116_antarctica_continents_map_equator | 
+| 117 | fauci - mhra - subpoena - documenti - direttore | 29 | 117_fauci_mhra_subpoena_documenti | 
+| 118 | tornadoes - hurricaneian - noaa - landfall - alabama | 29 | 118_tornadoes_hurricaneian_noaa_landfall | 
+| 119 | macron - philippe - citoyen - parliament - theeuropenews | 28 | 119_macron_philippe_citoyen_parliament | 
+| 120 | qperation - psyop - sedition - disinformation - alliance | 28 | 120_qperation_psyop_sedition_disinformation | 
+| 121 | jfkjr - crash - 1999 - carolyn - realuniversalnews | 28 | 121_jfkjr_crash_1999_carolyn | 
+| 122 | maunakea - hawaii - lahaina - fires - kihei | 28 | 122_maunakea_hawaii_lahaina_fires | 
+| 123 | cnn - terrorists - idiots - panicking - bqqqqqm | 27 | 123_cnn_terrorists_idiots_panicking | 
+| 124 | prestuxnet - _the_floor_is_ours_ - _the_hunter_becomes_the_hunted_ - thisvvall - eration_fuck_around_find_qut | 27 | 124_prestuxnet__the_floor_is_ours___the_hunter_becomes_the_hunted__thisvvall | 
+| 125 | satanist - pentagrams - abramovich - summoning - gaga | 27 | 125_satanist_pentagrams_abramovich_summoning | 
+| 126 | slaughterbots - darpa - chatgpt - armaggedon - robot | 27 | 126_slaughterbots_darpa_chatgpt_armaggedon | 
+| 127 | worldcouncilforhealth - lockdowns - sovereignty - stopthewho - counterspinmedia | 27 | 127_worldcouncilforhealth_lockdowns_sovereignty_stopthewho | 
+| 128 | molestation - felonies - convicted - manhunt - cumberland | 27 | 128_molestation_felonies_convicted_manhunt | 
+| 129 | ghislaine - convicted - epstein - prosecutors - maximum | 27 | 129_ghislaine_convicted_epstein_prosecutors | 
+| 130 | balenciaga - kardashian - mannequins - paedophilia - sandi | 26 | 130_balenciaga_kardashian_mannequins_paedophilia | 
+| 131 | qanon - answers - fedboi - tricked - echelon | 26 | 131_qanon_answers_fedboi_tricked | 
+| 132 | biden - fell - bumbling - bicycle - stopped | 26 | 132_biden_fell_bumbling_bicycle | 
+| 133 | zuckerberg - facebooks - metaverse - truthgroup - sanctions | 26 | 133_zuckerberg_facebooks_metaverse_truthgroup | 
+| 134 | guns - newsom - kaboom - unconstitutional - stabbing | 26 | 134_guns_newsom_kaboom_unconstitutional | 
+| 135 | crashed - marines - warplane - medevac - malaysia | 25 | 135_crashed_marines_warplane_medevac | 
+| 136 | trafficked - chhattisgarh - haryana - kamrup - gurgaon | 25 | 136_trafficked_chhattisgarh_haryana_kamrup | 
+| 137 | lightnings - tornadoes - plasma - skies - meteorological | 25 | 137_lightnings_tornadoes_plasma_skies | 
+| 138 | snowden - 4chan - ms13 - shareholders - 14813648 | 25 | 138_snowden_4chan_ms13_shareholders | 
+| 139 | ships - tanker - suez - stuck - baltimore | 24 | 139_ships_tanker_suez_stuck | 
+| 140 | lightworker - ascended - agirlintheuniverse - equinox - wholeness | 24 | 140_lightworker_ascended_agirlintheuniverse_equinox | 
+| 141 | eu - impfungen - parlament - piloten - astrazeneca | 24 | 141_eu_impfungen_parlament_piloten | 
+| 142 | rodriguez - savin - newsom - victoryofthelight - thetruthseekerschannel | 24 | 142_rodriguez_savin_newsom_victoryofthelight | 
+| 143 | mkultra - brainwash - hypnotizes - electroconvulsive - experiments | 24 | 143_mkultra_brainwash_hypnotizes_electroconvulsive | 
+| 144 | fence - capitol - scaffolding - 4ft - hallway | 24 | 144_fence_capitol_scaffolding_4ft | 
+| 145 | nsw - mygovid - yubikeys - credential - centralised | 24 | 145_nsw_mygovid_yubikeys_credential | 
+| 146 | trump - qfirmation - reposting - q1257 - squall | 23 | 146_trump_qfirmation_reposting_q1257 | 
+| 147 | propaganda - patrioticswitch - potus_russia - dominate - _why | 23 | 147_propaganda_patrioticswitch_potus_russia_dominate | 
+| 148 | lampedusa - migrants - invaded - deported - tunisia | 23 | 148_lampedusa_migrants_invaded_deported | 
+| 149 | nasa_hoax - globe - flying - nonrotating - curvature | 23 | 149_nasa_hoax_globe_flying_nonrotating | 
+| 150 | guidestones - georgia - stonehenge - monument - destroyed | 23 | 150_guidestones_georgia_stonehenge_monument | 
+| 151 | truthsocial - tweet - nunes - launching - rightforge | 23 | 151_truthsocial_tweet_nunes_launching | 
+| 152 | wildfires - alberta - kelowna - yellowknife - evacuated | 23 | 152_wildfires_alberta_kelowna_yellowknife | 
+| 153 | illegals - calais - dunkirk - ferried - heathrow | 22 | 153_illegals_calais_dunkirk_ferried | 
+| 154 | kennedy2024 - robert - plaintiff - jnr - bubble | 21 | 154_kennedy2024_robert_plaintiff_jnr | 
+| 155 | pizzagate - podesta - james - alefantis - joinchrisnow | 21 | 155_pizzagate_podesta_james_alefantis | 
+| 156 | anzac - freedomfighters - kennedyz - druze - spies | 21 | 156_anzac_freedomfighters_kennedyz_druze | 
+| 157 | troveranno - possiamo - resistiamo - udienza - iniziato | 20 | 157_troveranno_possiamo_resistiamo_udienza | 
+| 158 | obamas - michelle - tranny - illinois - larry | 20 | 158_obamas_michelle_tranny_illinois | 
+| 159 | putin - globalist - vladimir - totalitarianism - novosti | 20 | 159_putin_globalist_vladimir_totalitarianism |
+  
+</details>
+
+## Training hyperparameters
+
+* calculate_probabilities: True
+* language: None
+* low_memory: False
+* min_topic_size: 10
+* n_gram_range: (1, 1)
+* nr_topics: None
+* seed_topic_list: None
+* top_n_words: 10
+* verbose: False
+* zeroshot_min_similarity: 0.7
+* zeroshot_topic_list: None
+
+## Framework versions
+
+* Numpy: 1.26.4
+* HDBSCAN: 0.8.40
+* UMAP: 0.5.7
+* Pandas: 2.2.3
+* Scikit-Learn: 1.5.2
+* Sentence-transformers: 3.3.1
+* Transformers: 4.46.3
+* Numba: 0.60.0
+* Plotly: 5.24.1
+* Python: 3.10.12

config.json

@@ -0,0 +1,16 @@
+{
+  "calculate_probabilities": true,
+  "language": null,
+  "low_memory": false,
+  "min_topic_size": 10,
+  "n_gram_range": [
+    1,
+    1
+  ],
+  "nr_topics": null,
+  "seed_topic_list": null,
+  "top_n_words": 10,
+  "verbose": false,
+  "zeroshot_min_similarity": 0.7,
+  "zeroshot_topic_list": null
+}

ctfidf.safetensors

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+size 3030084

topic_embeddings.safetensors

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