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1_Pooling/config.json

@@ -3,5 +3,8 @@
   "pooling_mode_cls_token": false,
   "pooling_mode_mean_tokens": true,
   "pooling_mode_max_tokens": false,
-  "pooling_mode_mean_sqrt_len_tokens": false
+  "pooling_mode_mean_sqrt_len_tokens": false,
+  "pooling_mode_weightedmean_tokens": false,
+  "pooling_mode_lasttoken": false,
+  "include_prompt": true
 }

README.md

@@ -1,4 +1,5 @@
 ---
+library_name: sentence-transformers
 pipeline_tag: sentence-similarity
 tags:
 - sentence-transformers
@@ -81,7 +82,7 @@ Parameters of the fit()-Method:
 ```
 SentenceTransformer(
   (0): Transformer({'max_seq_length': 256, 'do_lower_case': False}) with Transformer model: BertModel 
-  (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
+  (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
   (2): Normalize()
 )
 ```

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "/home/ww-pc/.cache/torch/sentence_transformers/sentence-transformers_all-MiniLM-L6-v2/",
+  "_name_or_path": "sentence-transformers/all-MiniLM-L6-v2",
   "architectures": [
     "BertModel"
   ],
@@ -19,7 +19,7 @@
   "pad_token_id": 0,
   "position_embedding_type": "absolute",
   "torch_dtype": "float32",
-  "transformers_version": "4.39.2",
+  "transformers_version": "4.42.3",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 30522

config_sentence_transformers.json

@@ -3,5 +3,7 @@
     "sentence_transformers": "2.0.0",
     "transformers": "4.6.1",
     "pytorch": "1.8.1"
-  }
+  },
+  "prompts": {},
+  "default_prompt_name": null
 }

eval/similarity_evaluation_message-embedding_results.csv

@@ -1,4 +1,4 @@
 epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
-0,-1,0.9999342428583037,0.8659140397158478,0.9999652696186851,0.8659140176871554,0.9999688733224544,0.8659140176897175,0.9999342428679966,0.8659140471679608
-1,-1,0.9999878929055337,0.8659144109625261,0.99999298669061,0.8659140177061128,0.9999926181805032,0.8659140177265362,0.9999878929357789,0.8659145343494534
-2,-1,0.9999910156683609,0.8659149087340854,0.9999942552154261,0.8659140177209879,0.9999931480895418,0.8659140177685738,0.999991015666583,0.8659151817264253
+0,-1,0.9999467869375481,0.8656988167970985,0.999941179104846,0.8656987979534504,0.999942935175436,0.8656987979564592,0.9999467869302122,0.8656988235837373
+1,-1,0.9999622672979924,0.8656990027669951,0.9999815118480693,0.8656987979558001,0.9999813874301724,0.865698797962423,0.9999622672343181,0.8656990717216001
+2,-1,0.9999884776033934,0.8656993140092852,0.9999920786619563,0.8656987979777538,0.9999913528024877,0.8656987980103968,0.9999884775992798,0.865699484257503

eval/similarity_evaluation_sentence-embedding_results.csv

@@ -0,0 +1,4 @@
+epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
+0,-1,0.9999772710088761,0.8646819357631066,0.9999894255264405,0.8646815044591816,0.999979801487416,0.8646815045087277,0.9999772708781176,0.8646820884581823
+1,-1,0.9999863541890411,0.8646858619205606,0.9999939904374355,0.8646815044993331,0.9999885638814835,0.8646815044814921,0.9999863542335585,0.86468758103671
+2,-1,0.9999909780709006,0.8646881564930959,0.9999958517844248,0.8646815048142371,0.999990321535874,0.864681504440677,0.9999909780633616,0.8646908955183266

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:66d305b3848a7c22816f7334f09c41ed308ba83ccd45a869c25e9175f946731e
+oid sha256:33ecd7723d1fd52603846e2389bc49093ecde7fe9d965bd9fc7b81c300085aa9
 size 90864192