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README.md

@@ -116,7 +116,7 @@ Parameters of the fit()-Method:
 ## Full Model Architecture
 ```
 SentenceTransformer(
-  (0): Transformer({'max_seq_length': 75, 'do_lower_case': False}) with Transformer model: RobertaModel 
+  (0): Transformer({'max_seq_length': 514, 'do_lower_case': False}) with Transformer model: RobertaModel 
   (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
 )
 ```

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "C:\\Users\\aniru/.cache\\torch\\sentence_transformers\\sentence-transformers_nli-distilroberta-base-v2\\",
+  "_name_or_path": "C:\\Users\\aniru/.cache\\torch\\sentence_transformers\\distilroberta-base",
   "architectures": [
     "RobertaModel"
   ],
@@ -7,7 +7,6 @@
   "bos_token_id": 0,
   "classifier_dropout": null,
   "eos_token_id": 2,
-  "gradient_checkpointing": false,
   "hidden_act": "gelu",
   "hidden_dropout_prob": 0.1,
   "hidden_size": 768,

config_sentence_transformers.json

@@ -1,7 +1,7 @@
 {
   "__version__": {
-    "sentence_transformers": "2.0.0",
-    "transformers": "4.7.0",
-    "pytorch": "1.9.0+cu102"
+    "sentence_transformers": "2.2.2",
+    "transformers": "4.28.1",
+    "pytorch": "2.0.0+cpu"
   }
 }

desktop.ini

@@ -0,0 +1,2 @@
+[.ShellClassInfo]
+LocalizedResourceName=distilroberta-base-on-sts

eval/similarity_evaluation_sts-dev_results.csv

@@ -1,11 +1,11 @@
 epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
-0,-1,0.8851773959083434,0.8861447076233298,0.8537117823418853,0.8560484306258097,0.8518935478880902,0.8537469148026336,0.8199039801351165,0.8224838220532625
-1,-1,0.8843328536593793,0.8845307581109495,0.850422784627614,0.854243372440618,0.8494444304918307,0.8528037682442849,0.8219548629686966,0.8260669295082096
-2,-1,0.8860871521831908,0.8867480194275821,0.865673199295528,0.8685563253786379,0.8643112263727162,0.8666876362473247,0.8374327421205972,0.8386649488783937
-3,-1,0.8848526212315871,0.8863928786131006,0.8678722206657614,0.872239397315383,0.866165178585083,0.8695475609381449,0.8449703730162283,0.8461293757378594
-4,-1,0.8841904145348203,0.8847962209276,0.8706752553449919,0.8756465010901492,0.8697068986632445,0.8742344591904172,0.8448527267268666,0.8458680090094448
-5,-1,0.8843821047796421,0.8856768077318232,0.8726975439677107,0.8783013748084268,0.8716954923059994,0.8766437241982723,0.8442082070709493,0.8447116167523315
-6,-1,0.8851475048046987,0.8861777912760543,0.8730972759126358,0.8781554263091297,0.8720756161091304,0.8764446582245958,0.8456525432861015,0.8460316407949667
-7,-1,0.8853157024601432,0.8862585333246578,0.8751236672527227,0.8799854827322134,0.87411242294064,0.8785139123216493,0.8464414287170744,0.8465971678756344
-8,-1,0.8852531268428615,0.8862844781824204,0.87575146367464,0.8809899425001352,0.8748716775888534,0.8796637672077031,0.8462286322885232,0.8461033650437527
-9,-1,0.885631561629513,0.8867272453918934,0.8765315819256958,0.8813984613591176,0.8755339381045287,0.879939370600747,0.8472875271185903,0.8470474582219719
+0,-1,0.8615914886740045,0.8626620081436468,0.8235818250476207,0.82746470093546,0.8229972055905649,0.8265173550859571,0.761862607356981,0.7749299849653893
+1,-1,0.864894129665433,0.8669473331650523,0.8347267078962851,0.8361935733609941,0.8338377428969682,0.8351395834561777,0.7630282084913088,0.7710472189406553
+2,-1,0.8737236005772511,0.8738676439906548,0.8408239571230334,0.8419128835041697,0.8395596941329996,0.8404314963608522,0.7893179975686605,0.7959694656771303
+3,-1,0.8706590059185022,0.8710030477077165,0.8441278543599693,0.8463152388554493,0.8428579626641867,0.8445717607839294,0.7979674342522111,0.8016647311733303
+4,-1,0.87314625289717,0.874126323884475,0.8495568739799131,0.8522216984475744,0.8479432342994989,0.850154565348426,0.8136978200296894,0.8156756785648545
+5,-1,0.8747856133586903,0.8763425371576796,0.8591660087870885,0.8624199136705251,0.8573639740695901,0.8601465099663936,0.8190495703815498,0.8197047631959027
+6,-1,0.8732198013807473,0.8749570326428093,0.8556933870699567,0.8589934565534257,0.8537552911680004,0.856568569774799,0.8170046779656095,0.8175549307514262
+7,-1,0.875091091100427,0.8761276829168797,0.8582136631996886,0.8614063880600481,0.8562007352737929,0.8588640108606868,0.8230568435995905,0.8237395773682713
+8,-1,0.8755760805123022,0.8771158152713984,0.8619479319714531,0.865068068522956,0.8600903727609397,0.8628122075355573,0.8255042434523162,0.8256043277654755
+9,-1,0.8752847426769929,0.8769273204793943,0.8622451430139331,0.8655589140574234,0.8604159773277158,0.8633625210825944,0.8256593408675647,0.8258070734569941

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:00e24d1b114abae2a1fb139d20ef40879511234f52f32c3196b8fef267ff21b1
+oid sha256:18972e73f4dd135ec663a47ecc2e8936a7497cadcc2a6e430152458941432a35
 size 328510893

sentence_bert_config.json

@@ -1,4 +1,4 @@
 {
-  "max_seq_length": 75,
+  "max_seq_length": 514,
   "do_lower_case": false
 }

similarity_evaluation_sts-test_results.csv

@@ -1,2 +1,2 @@
 epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
--1,-1,0.8631680060531053,0.8624906034133267,0.840308258656908,0.8406245904023465,0.8369264718191894,0.8372013131424672,0.8184288460288502,0.8117034692635905
+-1,-1,0.847696034868068,0.8468411019593707,0.8268577771952719,0.8241921384376979,0.8254449090181314,0.8229385375277086,0.797009890800946,0.7872730025810322

tokenizer.json

@@ -2,7 +2,7 @@
   "version": "1.0",
   "truncation": {
     "direction": "Right",
-    "max_length": 75,
+    "max_length": 514,
     "strategy": "LongestFirst",
     "stride": 0
   },

tokenizer_config.json

@@ -1,64 +1,15 @@
 {
   "add_prefix_space": false,
-  "bos_token": {
-    "__type": "AddedToken",
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
+  "bos_token": "<s>",
   "clean_up_tokenization_spaces": true,
-  "cls_token": {
-    "__type": "AddedToken",
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "__type": "AddedToken",
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
+  "cls_token": "<s>",
+  "eos_token": "</s>",
   "errors": "replace",
-  "mask_token": {
-    "__type": "AddedToken",
-    "content": "<mask>",
-    "lstrip": true,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
-  "model_max_length": 512,
-  "pad_token": {
-    "__type": "AddedToken",
-    "content": "<pad>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
-  "sep_token": {
-    "__type": "AddedToken",
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  },
+  "mask_token": "<mask>",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "<pad>",
+  "sep_token": "</s>",
   "tokenizer_class": "RobertaTokenizer",
   "trim_offsets": true,
-  "unk_token": {
-    "__type": "AddedToken",
-    "content": "<unk>",
-    "lstrip": false,
-    "normalized": true,
-    "rstrip": false,
-    "single_word": false
-  }
+  "unk_token": "<unk>"
 }