First version of the french_semantic model and tokenizer.

0_Transformer/config.json

@@ -0,0 +1,27 @@
+{
+  "_name_or_path": "camembert/camembert-large",
+  "architectures": [
+    "CamembertModel"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "layer_norm_eps": 1e-05,
+  "max_position_embeddings": 514,
+  "model_type": "camembert",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "output_past": true,
+  "pad_token_id": 1,
+  "position_embedding_type": "absolute",
+  "transformers_version": "4.5.0",
+  "type_vocab_size": 1,
+  "use_cache": true,
+  "vocab_size": 32005
+}

0_Transformer/pytorch_model.bin

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+version https://git-lfs.github.com/spec/v1
+oid sha256:88aa459c9739a9cf47eae06afbfd6591b4897c587531d1c6b6dd305c2e4a9fd8
+size 1346812279

0_Transformer/sentence_bert_config.json

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+{
+  "max_seq_length": null,
+  "do_lower_case": false
+}

0_Transformer/sentencepiece.bpe.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f98f266fdc548c94216aaadc13ffaaafacf0c8793303e2195322d954549ea261
+size 808767

0_Transformer/special_tokens_map.json

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+{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true}, "additional_special_tokens": ["<s>NOTUSED", "</s>NOTUSED"]}

0_Transformer/tokenizer_config.json

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+{"bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "additional_special_tokens": ["<s>NOTUSED", "</s>NOTUSED"], "special_tokens_map_file": null, "name_or_path": "camembert/camembert-large"}

1_Pooling/config.json

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+{
+  "word_embedding_dimension": 1024,
+  "pooling_mode_cls_token": false,
+  "pooling_mode_mean_tokens": true,
+  "pooling_mode_max_tokens": false,
+  "pooling_mode_mean_sqrt_len_tokens": false
+}

config.json

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+{
+  "__version__": "1.0.4"
+}

modules.json

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

similarity_evaluation_sts-dev_results.csv

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+epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
+0,-1,0.8637469125056083,0.8632614651072978,0.8453936664624152,0.8492903002476015,0.8449168387030057,0.8486647152951936,0.8209821074199751,0.8237147244632509
+1,-1,0.8678614404426834,0.8667458959821454,0.8547963868083709,0.8555799201285157,0.8542416151454125,0.8549764158923009,0.8380883904484107,0.8348539185207023
+2,-1,0.8740840204620244,0.8728015900675534,0.8611634365655535,0.8629708834338609,0.8609967994360048,0.8627099269702087,0.8483860456839277,0.8455799379123732
+3,-1,0.8744578309597704,0.8730785971619869,0.8624775706547827,0.8644809663305459,0.8623524115539193,0.864286517918685,0.8514432955875211,0.8483253736946224

similarity_evaluation_sts-test_results.csv

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+epoch,steps,cosine_pearson,cosine_spearman,euclidean_pearson,euclidean_spearman,manhattan_pearson,manhattan_spearman,dot_pearson,dot_spearman
+-1,-1,0.85801451596893,0.8554828594121078,0.848554409521124,0.853157512282925,0.8485465810034418,0.8531020401425077,0.8291477964682629,0.8225415231180051