Add new SentenceTransformer model.

.gitattributes

@@ -26,3 +26,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zstandard filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
+.git/lfs/objects/ec/d9/ecd92f4c8476a369fae14fcc6f6e88cc4a5db04f66040000017b9c46b256dcfa filter=lfs diff=lfs merge=lfs -text

config.json

@@ -19,6 +19,6 @@
   "sinusoidal_pos_embds": false,
   "tie_weights_": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.16.2",
+  "transformers_version": "4.18.0",
   "vocab_size": 119547
 }

eval/similarity_evaluation_results.csv

@@ -1,13 +1,13 @@
 epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
-0,1,0.3025718391868595,0.4246848658033177,0.30613216767618595,0.3839964954269519,0.291456965945577,0.33695056717927896,0.31795452080383496,0.37382440283286045
-0,2,0.27656141228062237,0.3471226597733704,0.2851882345135896,0.34839417134763184,0.27416005197025156,0.31533487041683467,0.28653443667613077,0.38908254172399764
-0,3,0.24403790678564918,0.2657459190206389,0.2634073556741324,0.3077058009712661,0.25611335116079237,0.30134824309995895,0.17619659316926284,0.13732325002023446
-0,4,0.21098129324041823,0.2949906852286518,0.2385149345721428,0.2657459190206389,0.23317545394998027,0.2962621968029132,0.08417653083533543,0.026701743059490034
-0,5,0.1976705490414005,0.2975337083771747,0.22733910849598027,0.25048778012950174,0.22354018727227948,0.27973254633751465,0.04767283605454447,-0.07374767130716295
-0,6,0.19370668242784028,0.22378603707001168,0.22412071908030348,0.31533487041683467,0.21695073779937513,0.32296393986240324,0.017518013325996513,-0.11697906483205156
-0,7,0.17814033055451065,0.10172092594091442,0.21167623303774183,0.27973254633751465,0.1986903757134589,0.31533487041683467,-0.01754840207768673,-0.19199824771347596
-0,8,0.1620008725967935,0.04450290509915005,0.19612190690179201,0.20725638660461312,0.1799757426196444,0.23650115281262601,-0.038219590036530374,-0.2225145254957503
-0,9,0.14917397249472883,-0.0025430231485228604,0.182809151874608,0.10172092594091442,0.1651492577965719,0.1309656921489273,-0.049803707096675164,-0.2225145254957503
-0,10,0.14117026361938556,0.01907267361392145,0.17352335426986445,0.08773429862403868,0.15490273714950764,0.09536336806960725,-0.05482557519381782,-0.21488545605018167
-0,11,0.14059717628890844,0.005086046297045721,0.17255564632746279,0.08773429862403868,0.15359020238436324,0.08137674075273153,-0.054366378934212284,-0.21488545605018167
-0,-1,0.14059717628890844,0.005086046297045721,0.17255564632746279,0.08773429862403868,0.15359020238436324,0.08137674075273153,-0.054366378934212284,-0.21488545605018167
+0,1,0.30257183823495615,0.4246848658033177,0.30613213198210787,0.3839964954269519,0.291456965945577,0.33695056717927896,0.31795452080383496,0.37382440283286045
+0,2,0.294302385954249,0.3789104491299062,0.3024660330412783,0.3344075440307561,0.2912926255494201,0.3560232407932004,0.29183787082506146,0.35220870607041616
+0,3,0.23060942767317225,0.3394935903278018,0.2648782249711757,0.33059300930797186,0.2595600986796117,0.33059300930797186,0.08016983363513724,0.01652965046539859
+0,4,0.1500913832681685,0.07501918288142438,0.20155891167283593,0.3089773125455275,0.19582524606295137,0.3089773125455275,-0.03576855207889765,-0.23395812966410312
+0,5,0.10590610515789566,-0.01652965046539859,0.1570469993841901,0.02797325463375146,0.14697116099262056,0.02797325463375146,-0.08120755264418195,-0.18818371299069164
+0,6,0.09794280000746425,-0.05848953241602578,0.13845254857011052,-0.031787789356535756,0.12433267126350725,-0.057218020841764354,-0.08688343300888521,-0.18182615511938452
+0,7,0.08800609490925691,-0.17038255095103164,0.12031926904098608,-0.06357557871307151,0.10193902320001877,-0.043231393524888626,-0.09148081809081532,-0.18182615511938452
+0,8,0.08718976858275106,-0.2326866180898417,0.11210240323047707,-0.07374767130716295,0.09108412190754916,-0.05594650926750292,-0.08968672750349271,-0.17419708567381592
+0,9,0.08961820230553723,-0.23141510651558028,0.11088987471668936,-0.06993313658437866,0.08777226195941984,-0.05594650926750292,-0.08606435628655995,-0.17419708567381592
+0,10,0.09282658298408078,-0.21361394447592028,0.11183110646361266,-0.06993313658437866,0.08759029451628514,-0.05594650926750292,-0.08224336973932485,-0.17419708567381592
+0,11,0.09298540734162918,-0.21361394447592028,0.11033087656390748,-0.06993313658437866,0.08560911088889919,-0.05594650926750292,-0.08106692131400356,-0.16275348150546307
+0,-1,0.09298540734162918,-0.21361394447592028,0.11033087656390748,-0.06993313658437866,0.08560911088889919,-0.05594650926750292,-0.08106692131400356,-0.16275348150546307

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ecd92f4c8476a369fae14fcc6f6e88cc4a5db04f66040000017b9c46b256dcfa
-size 538972985
+oid sha256:623918c26bb3215d63127569069b11a9e7c44d69057ccf7eaf408281edb8d4d0
+size 538968313

tokenizer.json

@@ -17,48 +17,48 @@
   "added_tokens": [
     {
       "id": 0,
-      "special": true,
       "content": "[PAD]",
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false
+      "normalized": false,
+      "special": true
     },
     {
       "id": 100,
-      "special": true,
       "content": "[UNK]",
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false
+      "normalized": false,
+      "special": true
     },
     {
       "id": 101,
-      "special": true,
       "content": "[CLS]",
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false
+      "normalized": false,
+      "special": true
     },
     {
       "id": 102,
-      "special": true,
       "content": "[SEP]",
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false
+      "normalized": false,
+      "special": true
     },
     {
       "id": 103,
-      "special": true,
       "content": "[MASK]",
       "single_word": false,
       "lstrip": false,
       "rstrip": false,
-      "normalized": false
+      "normalized": false,
+      "special": true
     }
   ],
   "normalizer": {