ft/prep_stats.json

{
 "eval_query_s1": 12000,
 "s1_rows": 2206821,
 "vendor_rows": 10320219,
 "pairs": 7638365,
 "eligible_s1": 2071574,
 "eligible_pairs_capped": 4024665,
 "mined_top1_skipped_identical_text": 0,
 "s1_with_candidates_but_all_top5_identical": 0,
 "fallback_random_s1": 0,
 "fallback_collisions_with_matches": 0,
 "triplets": {
  "train": 1499999,
  "val": 20000
 },
 "s1_entities": {
  "train": 772060,
  "val": 10300
 },
 "triplets_by_country": {
  "us": 899550,
  "india": 600449
 },
 "neg_type": {
  "train": {
   "mined": 1499999
  },
  "val": {
   "mined": 20000
  }
 },
 "neg_sim_e5_full": {
  "0.05": 0.9130504608154297,
  "0.25": 0.9353004097938538,
  "0.5": 0.9515781998634338,
  "0.75": 0.9654005765914917,
  "0.95": 0.9796750605106354
 },
 "pos_in_train_cands_share": 0.9707295860063065,
 "pos_sim_e5_full": {
  "0.05": 0.9111396908760071,
  "0.25": 0.9464786201715469,
  "0.5": 0.9635009765625,
  "0.75": 0.9774848222732544,
  "0.95": 0.9913125425577164
 },
 "share_neg_sim_gt_pos_sim": 0.3417724607389455,
 "text_len_chars_p50_p95": {
  "anchor_text": [
   76.0,
   140.0
  ],
  "positive_text": [
   74.0,
   131.0
  ],
  "negative_text": [
   81.0,
   138.0
  ]
 },
 "params": {
  "TRAIN_N": 1500000,
  "VAL_N": 20000,
  "MAX_POS": 2,
  "SEED": "ft2026"
 },
 "examples": [
  {
   "anchor_text": "query: TU Laminates Private Limited | Umreth, Gujarat, C/O Kalpeshkumar Chandrak, Vyas Na Chora, Anand",
   "positive_text": "query: TU LAMINATES LAMINATES PRIVATE LTD | C/O KALPESHKUMAR CHANDRAK, VYAS NA CHORA, UMRETH, Gujarat",
   "negative_text": "query: TU HOSPITALITY PRIVATE LIMITED | H.NO 65 C/O KALPESHKUMAR CHANDRAK, VYAS NA CHORA, UMRETH, ગુજરાત",
   "neg_type": "mined"
  },
  {
   "anchor_text": "query: Jallan Advisors Group | H.No 5-126/75/30/1, Sbr Colony Road No. 6, Ghatkesar, Medchal Dist., Hyderabad, Telangana",
   "positive_text": "query: Xylofaye | H.no 5-126/75/30/1, Hyderabad, Boduppal, Andhra Pradesh",
   "negative_text": "query: Jallan Real Group | #5-126/75/30, Sbr Colony Road No. 6, Ghatkesar, Medchal Dist., Hyderabad, N/A, TG",
   "neg_type": "mined"
  },
  {
   "anchor_text": "query: World Builders Private Limited | 6/E-298, Sector 6, Lucknow, Uttar Pradesh",
   "positive_text": "query: WORLDBUILDERS.COM | #6/E-298, SECTOR 6, LUCKNOW, उत्तर प्रदेश",
   "negative_text": "query: World Builders Infratech Private Limited | Lucknow, 6/E-302, Sector 6, उत्तर प्रदेश",
   "neg_type": "mined"
  }
 ],
 "seconds": 36.5
}