search model artifacts

0_Transformer/config.json

@@ -0,0 +1,19 @@
+{
+  "architectures": [
+    "BertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "type_vocab_size": 2,
+  "vocab_size": 30522
+}

0_Transformer/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:920711b2bf7e02cae02f9805e3abd0130ee7664b4b661c66b64e958495143797
+size 437976759

0_Transformer/sentence_bert_config.json

@@ -0,0 +1,3 @@
+{
+  "max_seq_length": 128
+}

0_Transformer/special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

0_Transformer/tokenizer_config.json

@@ -0,0 +1 @@
+{}

1_Pooling/config.json

@@ -0,0 +1,7 @@
+{
+  "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
+}

accuracy_evaluation_results.csv

@@ -0,0 +1,184 @@
+epoch,steps,accuracy
+0,1000,0.5971326164874552
+0,2000,0.6616487455197133
+0,3000,0.6738351254480287
+0,4000,0.6659498207885305
+0,5000,0.6494623655913978
+0,6000,0.6688172043010753
+0,7000,0.7089605734767025
+0,8000,0.7060931899641577
+0,9000,0.7146953405017921
+0,10000,0.7111111111111111
+0,11000,0.7161290322580646
+0,12000,0.7103942652329749
+0,13000,0.7433691756272401
+0,14000,0.7383512544802867
+0,15000,0.7347670250896058
+0,16000,0.7161290322580646
+0,17000,0.7010752688172043
+0,18000,0.7376344086021506
+0,19000,0.7268817204301076
+0,20000,0.7577060931899642
+0,21000,0.7448028673835125
+0,22000,0.7362007168458782
+0,23000,0.7584229390681003
+0,24000,0.7627240143369176
+0,25000,0.7584229390681003
+0,26000,0.7548387096774194
+0,27000,0.7555555555555555
+0,28000,0.7555555555555555
+0,29000,0.7763440860215054
+0,30000,0.753405017921147
+0,31000,0.7663082437275985
+0,32000,0.7469534050179212
+0,33000,0.7756272401433691
+0,34000,0.7792114695340502
+0,35000,0.7863799283154121
+0,36000,0.7863799283154121
+0,37000,0.7842293906810036
+0,38000,0.771326164874552
+0,39000,0.7684587813620072
+0,40000,0.7842293906810036
+0,41000,0.771326164874552
+0,42000,0.7870967741935484
+0,43000,0.7971326164874551
+0,44000,0.7885304659498208
+0,45000,0.7899641577060932
+0,46000,0.7992831541218638
+0,47000,0.8021505376344086
+0,48000,0.7885304659498208
+0,49000,0.7870967741935484
+0,50000,0.7942652329749104
+0,51000,0.7906810035842294
+0,52000,0.7956989247311828
+0,53000,0.7978494623655914
+0,54000,0.8050179211469534
+0,55000,0.8
+0,56000,0.8050179211469534
+0,57000,0.8114695340501792
+0,58000,0.8093189964157707
+0,59000,0.8129032258064516
+0,60000,0.8078853046594983
+0,-1,0.8121863799283154
+1,1000,0.796415770609319
+1,2000,0.810752688172043
+1,3000,0.8100358422939068
+1,4000,0.8021505376344086
+1,5000,0.8014336917562724
+1,6000,0.8136200716845878
+1,7000,0.8121863799283154
+1,8000,0.814336917562724
+1,9000,0.8064516129032258
+1,10000,0.807168458781362
+1,11000,0.807168458781362
+1,12000,0.810752688172043
+1,13000,0.8021505376344086
+1,14000,0.8064516129032258
+1,15000,0.8064516129032258
+1,16000,0.8172043010752689
+1,17000,0.807168458781362
+1,18000,0.8114695340501792
+1,19000,0.803584229390681
+1,20000,0.810752688172043
+1,21000,0.8007168458781362
+1,22000,0.8150537634408602
+1,23000,0.7971326164874551
+1,24000,0.8057347670250896
+1,25000,0.8014336917562724
+1,26000,0.8028673835125448
+1,27000,0.8136200716845878
+1,28000,0.8172043010752689
+1,29000,0.8050179211469534
+1,30000,0.8136200716845878
+1,31000,0.8121863799283154
+1,32000,0.8150537634408602
+1,33000,0.8157706093189964
+1,34000,0.814336917562724
+1,35000,0.821505376344086
+1,36000,0.8064516129032258
+1,37000,0.8150537634408602
+1,38000,0.8157706093189964
+1,39000,0.8243727598566308
+1,40000,0.8186379928315413
+1,41000,0.8193548387096774
+1,42000,0.8086021505376344
+1,43000,0.8222222222222222
+1,44000,0.8207885304659498
+1,45000,0.8186379928315413
+1,46000,0.8193548387096774
+1,47000,0.8193548387096774
+1,48000,0.825089605734767
+1,49000,0.8229390681003584
+1,50000,0.817921146953405
+1,51000,0.8222222222222222
+1,52000,0.8150537634408602
+1,53000,0.8186379928315413
+1,54000,0.8136200716845878
+1,55000,0.8164874551971326
+1,56000,0.8207885304659498
+1,57000,0.821505376344086
+1,58000,0.814336917562724
+1,59000,0.8207885304659498
+1,60000,0.8193548387096774
+1,-1,0.817921146953405
+2,1000,0.8114695340501792
+2,2000,0.8164874551971326
+2,3000,0.8193548387096774
+2,4000,0.8129032258064516
+2,5000,0.8164874551971326
+2,6000,0.8136200716845878
+2,7000,0.8193548387096774
+2,8000,0.821505376344086
+2,9000,0.8186379928315413
+2,10000,0.8136200716845878
+2,11000,0.8121863799283154
+2,12000,0.8136200716845878
+2,13000,0.8207885304659498
+2,14000,0.8157706093189964
+2,15000,0.8172043010752689
+2,16000,0.8157706093189964
+2,17000,0.8243727598566308
+2,18000,0.825089605734767
+2,19000,0.828673835125448
+2,20000,0.821505376344086
+2,21000,0.825089605734767
+2,22000,0.821505376344086
+2,23000,0.825089605734767
+2,24000,0.825089605734767
+2,25000,0.8258064516129032
+2,26000,0.825089605734767
+2,27000,0.8293906810035843
+2,28000,0.8229390681003584
+2,29000,0.8193548387096774
+2,30000,0.8207885304659498
+2,31000,0.8229390681003584
+2,32000,0.814336917562724
+2,33000,0.8186379928315413
+2,34000,0.8186379928315413
+2,35000,0.8229390681003584
+2,36000,0.8222222222222222
+2,37000,0.814336917562724
+2,38000,0.8207885304659498
+2,39000,0.8186379928315413
+2,40000,0.817921146953405
+2,41000,0.8229390681003584
+2,42000,0.8172043010752689
+2,43000,0.825089605734767
+2,44000,0.8258064516129032
+2,45000,0.8193548387096774
+2,46000,0.8200716845878137
+2,47000,0.8258064516129032
+2,48000,0.821505376344086
+2,49000,0.8222222222222222
+2,50000,0.8157706093189964
+2,51000,0.821505376344086
+2,52000,0.8193548387096774
+2,53000,0.8200716845878137
+2,54000,0.8193548387096774
+2,55000,0.8207885304659498
+2,56000,0.8200716845878137
+2,57000,0.821505376344086
+2,58000,0.8222222222222222
+2,59000,0.8222222222222222
+2,60000,0.8229390681003584
+2,-1,0.8229390681003584

modules.json

@@ -0,0 +1,14 @@
+[
+  {
+    "idx": 0,
+    "name": "0",
+    "path": "0_Transformer",
+    "type": "sentence_transformers.models.Transformer"
+  },
+  {
+    "idx": 1,
+    "name": "1",
+    "path": "1_Pooling",
+    "type": "sentence_transformers.models.Pooling"
+  }
+]

train_loss_classifier.joblib

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f453eb2eb70e5d3ff57ee1a75e8a93b1f4c16aa5f3fd8dd95795976ad74c5a9
+size 28766