Add BERTopic model

.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+topics.json filter=lfs diff=lfs merge=lfs -text

config.json

@@ -0,0 +1,14 @@
+{
+  "calculate_probabilities": false,
+  "language": "english",
+  "low_memory": false,
+  "min_topic_size": 10,
+  "n_gram_range": [
+    1,
+    1
+  ],
+  "nr_topics": null,
+  "seed_topic_list": null,
+  "top_n_words": 10,
+  "verbose": true
+}

ctfidf.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e456827d03f8e3f5ccef246dc5e4a2cd9f062f28a8d755af76bb91b6afac560
+size 5043152

ctfidf_config.json

@@ -0,0 +1,672 @@
+{
+  "ctfidf_model": {
+    "bm25_weighting": false,
+    "reduce_frequent_words": false
+  },
+  "vectorizer_model": {
+    "params": {
+      "analyzer": "word",
+      "binary": false,
+      "decode_error": "strict",
+      "encoding": "utf-8",
+      "input": "content",
+      "lowercase": true,
+      "max_df": 0.9,
+      "max_features": null,
+      "min_df": 0.05,
+      "ngram_range": [
+        1,
+        1
+      ],
+      "stop_words": "english",
+      "strip_accents": "ascii",
+      "token_pattern": "(?u)\\b\\w\\w+\\b",
+      "vocabulary": null
+    },
+    "vocab": {
+      "token": 560,
+      "crypto": 115,
+      "announcement": 25,
+      "come": 93,
+      "soon": 511,
+      "good": 219,
+      "morning": 361,
+      "community": 97,
+      "hope": 254,
+      "day": 123,
+      "ahead": 16,
+      "questions": 440,
+      "need": 367,
+      "feel": 185,
+      "free": 197,
+      "ask": 31,
+      "channel": 80,
+      "won": 621,
+      "going": 216,
+      "happen": 232,
+      "don": 146,
+      "think": 552,
+      "big": 47,
+      "team": 541,
+      "like": 304,
+      "address": 11,
+      "regarding": 455,
+      "recent": 452,
+      "number": 378,
+      "event": 165,
+      "new": 371,
+      "rewards": 466,
+      "change": 78,
+      "left": 298,
+      "sense": 488,
+      "receive": 450,
+      "time": 557,
+      "understand": 578,
+      "taken": 535,
+      "benefits": 44,
+      "world": 628,
+      "bitcoin": 51,
+      "biggest": 48,
+      "cryptocurrency": 116,
+      "run": 470,
+      "says": 478,
+      "guys": 228,
+      "doing": 145,
+      "today": 559,
+      "read": 445,
+      "just": 283,
+      "really": 448,
+      "glad": 212,
+      "got": 221,
+      "win": 616,
+      "game": 204,
+      "different": 138,
+      "bro": 58,
+      "look": 321,
+      "yeah": 636,
+      "swap": 533,
+      "earn": 153,
+      "week": 612,
+      "ago": 13,
+      "rate": 443,
+      "sure": 532,
+      "kindly": 287,
+      "question": 439,
+      "sorry": 512,
+      "message": 350,
+      "reply": 461,
+      "mean": 344,
+      "say": 476,
+      "hello": 242,
+      "daily": 119,
+      "live": 315,
+      "comment": 96,
+      "awesome": 39,
+      "eth": 163,
+      "holders": 251,
+      "currently": 118,
+      "using": 591,
+      "worth": 630,
+      "know": 288,
+      "potential": 420,
+      "course": 111,
+      "profits": 433,
+      "haha": 229,
+      "buying": 67,
+      "make": 333,
+      "wait": 600,
+      "price": 425,
+      "far": 180,
+      "ones": 385,
+      "used": 588,
+      "talk": 538,
+      "group": 223,
+      "bit": 50,
+      "waiting": 601,
+      "news": 372,
+      "stuff": 525,
+      "hand": 231,
+      "people": 398,
+      "pls": 411,
+      "choose": 85,
+      "massive": 339,
+      "interesting": 272,
+      "wow": 631,
+      "cool": 107,
+      "thought": 555,
+      "things": 551,
+      "happy": 236,
+      "upcoming": 581,
+      "join": 281,
+      "discord": 141,
+      "enjoy": 160,
+      "way": 608,
+      "exciting": 170,
+      "participate": 394,
+      "pm": 413,
+      "utc": 593,
+      "sent": 489,
+      "friends": 199,
+      "usdt": 586,
+      "level": 302,
+      "minimum": 353,
+      "reward": 465,
+      "send": 487,
+      "late": 291,
+      "announced": 24,
+      "working": 626,
+      "days": 124,
+      "create": 113,
+      "multiple": 363,
+      "accounts": 5,
+      "hit": 248,
+      "needed": 368,
+      "rest": 464,
+      "luck": 330,
+      "high": 246,
+      "thats": 549,
+      "account": 4,
+      "having": 238,
+      "hold": 250,
+      "said": 473,
+      "saying": 477,
+      "current": 117,
+      "market": 337,
+      "leave": 297,
+      "drop": 149,
+      "makes": 334,
+      "released": 459,
+      "coin": 91,
+      "trading": 567,
+      "pepe": 399,
+      "claim": 86,
+      "june": 282,
+      "members": 348,
+      "want": 604,
+      "use": 587,
+      "telegram": 543,
+      "chat": 82,
+      "trying": 574,
+      "fake": 178,
+      "old": 384,
+      "did": 134,
+      "release": 458,
+      "ready": 446,
+      "consider": 102,
+      "unique": 579,
+      "goes": 215,
+      "coins": 92,
+      "twitter": 576,
+      "thing": 550,
+      "let": 300,
+      "didn": 135,
+      "answer": 26,
+      "btc": 60,
+      "finally": 187,
+      "long": 319,
+      "excited": 169,
+      "focus": 191,
+      "positive": 417,
+      "defi": 127,
+      "ama": 22,
+      "hours": 257,
+      "ways": 609,
+      "gon": 217,
+      "na": 364,
+      "register": 456,
+      "ecosystem": 157,
+      "admin": 12,
+      "forward": 196,
+      "mate": 340,
+      "wo": 620,
+      "later": 292,
+      "alright": 21,
+      "check": 83,
+      "true": 571,
+      "lost": 325,
+      "details": 131,
+      "huge": 258,
+      "deposit": 130,
+      "total": 565,
+      "click": 88,
+      "information": 269,
+      "needs": 369,
+      "tomorrow": 563,
+      "knows": 290,
+      "tried": 570,
+      "work": 625,
+      "night": 375,
+      "came": 70,
+      "link": 307,
+      "actually": 8,
+      "welcome": 614,
+      "protocol": 436,
+      "users": 590,
+      "access": 2,
+      "liquidity": 309,
+      "platform": 408,
+      "continue": 104,
+      "point": 414,
+      "brother": 59,
+      "write": 632,
+      "shows": 497,
+      "version": 596,
+      "years": 638,
+      "based": 41,
+      "blockchain": 53,
+      "trust": 572,
+      "wallet": 602,
+      "sir": 503,
+      "hear": 240,
+      "ve": 595,
+      "following": 193,
+      "great": 222,
+      "project": 434,
+      "talking": 539,
+      "million": 351,
+      "play": 409,
+      "able": 0,
+      "money": 358,
+      "anymore": 27,
+      "turn": 575,
+      "social": 508,
+      "tho": 554,
+      "received": 451,
+      "active": 7,
+      "hard": 237,
+      "does": 143,
+      "control": 106,
+      "payment": 397,
+      "works": 627,
+      "took": 564,
+      "place": 405,
+      "position": 416,
+      "solution": 510,
+      "dear": 126,
+      "suggest": 528,
+      "support": 531,
+      "thank": 547,
+      "network": 370,
+      "heard": 241,
+      "ok": 382,
+      "trade": 566,
+      "lol": 318,
+      "development": 133,
+      "process": 430,
+      "building": 64,
+      "takes": 536,
+      "face": 175,
+      "tokens": 561,
+      "connect": 101,
+      "chain": 76,
+      "real": 447,
+      "family": 179,
+      "didnt": 136,
+      "post": 419,
+      "dont": 147,
+      "comes": 94,
+      "hmm": 249,
+      "try": 573,
+      "friend": 198,
+      "easily": 155,
+      "yea": 635,
+      "remember": 460,
+      "tell": 544,
+      "investing": 274,
+      "getting": 208,
+      "lose": 324,
+      "help": 243,
+      "dm": 142,
+      "miss": 355,
+      "life": 303,
+      "safe": 472,
+      "contract": 105,
+      "marketing": 338,
+      "max": 342,
+      "buy": 66,
+      "sell": 485,
+      "ca": 68,
+      "mind": 352,
+      "likely": 305,
+      "home": 253,
+      "quite": 442,
+      "starting": 520,
+      "chance": 77,
+      "added": 10,
+      "mentioned": 349,
+      "according": 3,
+      "correct": 108,
+      "end": 159,
+      "start": 518,
+      "phone": 404,
+      "times": 558,
+      "tg": 546,
+      "ya": 634,
+      "hi": 245,
+      "online": 386,
+      "started": 519,
+      "nice": 374,
+      "available": 36,
+      "funds": 202,
+      "created": 114,
+      "wrong": 633,
+      "looking": 322,
+      "seeing": 483,
+      "country": 109,
+      "super": 529,
+      "sounds": 513,
+      "issue": 278,
+      "stay": 521,
+      "note": 377,
+      "interested": 271,
+      "launch": 294,
+      "projects": 435,
+      "pretty": 423,
+      "early": 152,
+      "second": 480,
+      "guide": 226,
+      "im": 262,
+      "links": 308,
+      "date": 122,
+      "related": 457,
+      "spot": 517,
+      "better": 46,
+      "app": 28,
+      "email": 158,
+      "build": 63,
+      "yes": 639,
+      "coming": 95,
+      "pool": 415,
+      "lots": 327,
+      "stop": 523,
+      "playing": 410,
+      "nft": 373,
+      "ethereum": 164,
+      "listed": 311,
+      "withdrawal": 619,
+      "person": 402,
+      "fees": 186,
+      "higher": 247,
+      "sold": 509,
+      "value": 594,
+      "update": 582,
+      "tbh": 540,
+      "space": 514,
+      "year": 637,
+      "set": 492,
+      "allowed": 19,
+      "list": 310,
+      "possible": 418,
+      "thanks": 548,
+      "share": 493,
+      "future": 203,
+      "key": 284,
+      "successful": 527,
+      "research": 463,
+      "contact": 103,
+      "investment": 275,
+      "plan": 406,
+      "smart": 507,
+      "games": 205,
+      "absolutely": 1,
+      "told": 562,
+      "taking": 537,
+      "transactions": 569,
+      "plus": 412,
+      "volume": 599,
+      "open": 387,
+      "reason": 449,
+      "private": 426,
+      "website": 611,
+      "pay": 396,
+      "bring": 57,
+      "oh": 381,
+      "agree": 14,
+      "looks": 323,
+      "case": 73,
+      "rules": 469,
+      "buddy": 62,
+      "deal": 125,
+      "search": 479,
+      "code": 90,
+      "lmao": 317,
+      "worry": 629,
+      "guy": 227,
+      "care": 72,
+      "okay": 383,
+      "btw": 61,
+      "learn": 296,
+      "enter": 161,
+      "single": 502,
+      "previous": 424,
+      "love": 328,
+      "normal": 376,
+      "technology": 542,
+      "right": 467,
+      "saw": 475,
+      "listing": 312,
+      "best": 45,
+      "wish": 617,
+      "happened": 233,
+      "little": 314,
+      "fine": 189,
+      "reach": 444,
+      "company": 98,
+      "running": 471,
+      "business": 65,
+      "earning": 154,
+      "capital": 71,
+      "page": 392,
+      "experience": 172,
+      "past": 395,
+      "shit": 494,
+      "easy": 156,
+      "investors": 276,
+      "situation": 505,
+      "digital": 139,
+      "follow": 192,
+      "personal": 403,
+      "ll": 316,
+      "known": 289,
+      "exactly": 166,
+      "certain": 75,
+      "perfect": 400,
+      "media": 346,
+      "including": 266,
+      "wan": 603,
+      "fix": 190,
+      "fact": 176,
+      "kind": 285,
+      "issues": 279,
+      "option": 390,
+      "google": 220,
+      "fee": 184,
+      "unless": 580,
+      "imagine": 263,
+      "idea": 260,
+      "binance": 49,
+      "withdraw": 618,
+      "bot": 54,
+      "instead": 270,
+      "wants": 606,
+      "hey": 244,
+      "recommend": 454,
+      "action": 6,
+      "wanted": 605,
+      "lets": 301,
+      "video": 597,
+      "secure": 481,
+      "watch": 607,
+      "opportunity": 389,
+      "happens": 235,
+      "bad": 40,
+      "man": 336,
+      "weeks": 613,
+      "ta": 534,
+      "allow": 18,
+      "making": 335,
+      "latest": 293,
+      "crazy": 112,
+      "words": 624,
+      "thinking": 553,
+      "asking": 33,
+      "risk": 468,
+      "feature": 182,
+      "fun": 201,
+      "gone": 218,
+      "data": 121,
+      "nah": 365,
+      "transaction": 568,
+      "period": 401,
+      "months": 360,
+      "report": 462,
+      "product": 431,
+      "provide": 437,
+      "fast": 181,
+      "plans": 407,
+      "meet": 347,
+      "selling": 486,
+      "cause": 74,
+      "strong": 524,
+      "recently": 453,
+      "gives": 210,
+      "security": 482,
+      "global": 213,
+      "basically": 42,
+      "term": 545,
+      "invest": 273,
+      "problem": 428,
+      "gave": 206,
+      "amazing": 23,
+      "power": 421,
+      "changed": 79,
+      "expect": 171,
+      "public": 438,
+      "means": 345,
+      "profit": 432,
+      "definitely": 128,
+      "increase": 267,
+      "month": 359,
+      "simple": 500,
+      "fair": 177,
+      "official": 380,
+      "youtube": 641,
+      "matter": 341,
+      "offer": 379,
+      "exchange": 168,
+      "id": 259,
+      "believe": 43,
+      "order": 391,
+      "paid": 393,
+      "add": 9,
+      "couple": 110,
+      "yesterday": 640,
+      "info": 268,
+      "god": 214,
+      "save": 474,
+      "guess": 225,
+      "directly": 140,
+      "site": 504,
+      "bought": 55,
+      "updated": 583,
+      "maybe": 343,
+      "step": 522,
+      "literally": 313,
+      "block": 52,
+      "type": 577,
+      "low": 329,
+      "ur": 585,
+      "lot": 326,
+      "attention": 35,
+      "close": 89,
+      "word": 623,
+      "important": 265,
+      "user": 589,
+      "kinda": 286,
+      "complete": 99,
+      "longer": 320,
+      "simply": 501,
+      "example": 167,
+      "web": 610,
+      "probably": 427,
+      "clear": 87,
+      "usually": 592,
+      "ai": 17,
+      "holding": 252,
+      "assets": 34,
+      "supply": 530,
+      "moving": 362,
+      "given": 209,
+      "happening": 234,
+      "showing": 496,
+      "went": 615,
+      "chart": 81,
+      "form": 195,
+      "sign": 498,
+      "minutes": 354,
+      "appreciate": 29,
+      "especially": 162,
+      "major": 332,
+      "main": 331,
+      "launched": 295,
+      "earlier": 151,
+      "services": 491,
+      "short": 495,
+      "idk": 261,
+      "break": 56,
+      "half": 230,
+      "gets": 207,
+      "explain": 173,
+      "fully": 200,
+      "problems": 429,
+      "head": 239,
+      "hour": 256,
+      "seen": 484,
+      "forget": 194,
+      "near": 366,
+      "financial": 188,
+      "away": 38,
+      "damn": 120,
+      "hopefully": 255,
+      "depends": 129,
+      "opinion": 388,
+      "grow": 224,
+      "small": 506,
+      "imo": 264,
+      "giving": 211,
+      "called": 69,
+      "job": 280,
+      "features": 183,
+      "updates": 584,
+      "checked": 84,
+      "limited": 306,
+      "dude": 150,
+      "extra": 174,
+      "visit": 598,
+      "doubt": 148,
+      "completely": 100,
+      "service": 490,
+      "dev": 132,
+      "avoid": 37,
+      "doesn": 144,
+      "isn": 277,
+      "zero": 642,
+      "ah": 15,
+      "moment": 357,
+      "success": 526,
+      "legit": 299,
+      "specific": 516,
+      "alot": 20,
+      "missed": 356,
+      "article": 30,
+      "special": 515,
+      "till": 556,
+      "asked": 32,
+      "difference": 137,
+      "quick": 441,
+      "wonder": 622,
+      "ppl": 422,
+      "similar": 499
+    }
+  }
+}

topic_embeddings.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b045936ae9dc028133a2e5ebcdcc52a0186c63975030d31351af881800bac68
+size 9655392

topics.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c1ca6aa267212ebe829e69c4dce9250166fd0cd83f41d07c044751febf737849
+size 10745318