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mine-embed-v1

Sentence Similarity
PyTorch
Safetensors
English
embeddings
sentence-embeddings
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mine-embed-v1
File size: 1,148 Bytes
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{
 "params_M": 57.781248,
 "final": {
  "triplet_acc": {
   "all_nli": {
    "n": 2000,
    "acc": 0.977
   },
   "corporate": {
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    "acc": 1.0
   },
   "math_code": {
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    "acc": 1.0
   },
   "quora": {
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    "acc": 0.9691629955947136
   },
   "security": {
    "n": 2,
    "acc": 1.0
   },
   "_overall": {
    "n": 3606,
    "acc": 0.973655019412091
   }
  },
  "stsb": {
   "dataset": "sentence-transformers/stsb",
   "n": 1379,
   "spearman": 0.6860609574807518
  }
 },
 "mlm_only_baseline": {
  "triplet_acc": {
   "all_nli": {
    "n": 2000,
    "acc": 0.5845
   },
   "corporate": {
    "n": 6,
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   },
   "math_code": {
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    "acc": 0.7777777777777778
   },
   "quora": {
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    "acc": 0.8439269981120201
   },
   "security": {
    "n": 2,
    "acc": 1.0
   },
   "_overall": {
    "n": 3606,
    "acc": 0.6999445368829729
   }
  },
  "stsb": {
   "dataset": "sentence-transformers/stsb",
   "n": 1379,
   "spearman": 0.35731131242348346
  }
 },
 "bulk": {
  "n": 25074,
  "dim": 512,
  "seconds": 6.380460739135742,
  "peak_gb": 0.5156831741333008
 }
}