Aamir commited on
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849671a
1 Parent(s): 78dcd97

Adding Sentence Transformers files & update README (#1)

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- Adding Sentence Transformers files & update README (b97fd4d123447ecf9a02ff3393ddd1025fddba45)

1_Pooling/config.json CHANGED
@@ -3,5 +3,8 @@
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  "pooling_mode_cls_token": true,
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  "pooling_mode_mean_tokens": false,
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  "pooling_mode_max_tokens": false,
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- "pooling_mode_mean_sqrt_len_tokens": false
 
 
 
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  }
 
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  "pooling_mode_cls_token": true,
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  "pooling_mode_mean_tokens": false,
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  "pooling_mode_max_tokens": false,
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+ "pooling_mode_mean_sqrt_len_tokens": false,
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+ "pooling_mode_weightedmean_tokens": false,
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+ "pooling_mode_lasttoken": false,
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+ "include_prompt": true
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  }
README.md CHANGED
@@ -2636,9 +2636,7 @@ from sentence_transformers import models, SentenceTransformer
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  from sentence_transformers.util import cos_sim
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  # 1. load model with `cls` pooling
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- word_embedding_model = models.Transformer("mixedbread-ai/mxbai-embed-2d-large-v1")
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- pooling_model = models.Pooling(word_embedding_model.get_word_embedding_dimension(), pooling_mode="cls")
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- model = SentenceTransformer(modules=[word_embedding_model, pooling_model])
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  # 2. set adaptive layer and embedding size.
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  # it is recommended to set layers from 20 to 24.
 
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  from sentence_transformers.util import cos_sim
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  # 1. load model with `cls` pooling
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+ model = SentenceTransformer("mixedbread-ai/mxbai-embed-2d-large-v1")
 
 
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  # 2. set adaptive layer and embedding size.
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  # it is recommended to set layers from 20 to 24.
config_sentence_transformers.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "__version__": {
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+ "sentence_transformers": "2.5.1",
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+ "transformers": "4.37.0",
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+ "pytorch": "2.1.0+cu121"
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+ },
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+ "prompts": {},
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+ "default_prompt_name": null
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+ }
modules.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [
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+ {
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+ "idx": 0,
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+ "name": "0",
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+ "path": "",
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+ "type": "sentence_transformers.models.Transformer"
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+ },
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+ {
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+ "idx": 1,
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+ "name": "1",
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+ "path": "1_Pooling",
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+ "type": "sentence_transformers.models.Pooling"
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+ }
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+ ]
sentence_bert_config.json ADDED
@@ -0,0 +1,4 @@
 
 
 
 
 
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+ {
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+ "max_seq_length": 512,
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+ "do_lower_case": false
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+ }