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Delete 7254

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7254/1_Pooling/config.json DELETED
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- {
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- "word_embedding_dimension": 768,
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- "pooling_mode_cls_token": false,
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- }
 
 
 
 
 
 
 
 
7254/README.md DELETED
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- ---
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- pipeline_tag: sentence-similarity
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- tags:
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- - sentence-transformers
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- - feature-extraction
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- - sentence-similarity
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-
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- ---
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-
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- # {MODEL_NAME}
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-
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- This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 768 dimensional dense vector space and can be used for tasks like clustering or semantic search.
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-
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- <!--- Describe your model here -->
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-
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- ## Usage (Sentence-Transformers)
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-
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- Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
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-
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- ```
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- pip install -U sentence-transformers
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- ```
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-
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- Then you can use the model like this:
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-
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- ```python
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- from sentence_transformers import SentenceTransformer
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- sentences = ["This is an example sentence", "Each sentence is converted"]
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-
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- model = SentenceTransformer('{MODEL_NAME}')
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- embeddings = model.encode(sentences)
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- print(embeddings)
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- ```
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-
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-
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-
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- ## Evaluation Results
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-
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- <!--- Describe how your model was evaluated -->
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-
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- For an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: [https://seb.sbert.net](https://seb.sbert.net?model_name={MODEL_NAME})
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-
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-
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- ## Training
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- The model was trained with the parameters:
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-
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- **DataLoader**:
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-
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- `torch.utils.data.dataloader.DataLoader` of length 806 with parameters:
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- ```
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- {'batch_size': 32, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
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- ```
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-
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- **Loss**:
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-
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- `modified_sbert.losses.OnlineContrastiveLoss_wandb`
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-
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- Parameters of the fit()-Method:
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- ```
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- {
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- "epochs": 9,
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- "evaluation_steps": 320,
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- "evaluator": "sentence_transformers.evaluation.SequentialEvaluator.SequentialEvaluator",
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- "max_grad_norm": 1,
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- "optimizer_class": "<class 'torch.optim.adamw.AdamW'>",
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- "optimizer_params": {
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- "lr": 2e-05
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- },
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- "scheduler": "WarmupLinear",
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- "steps_per_epoch": null,
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- "warmup_steps": 2842,
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- "weight_decay": 0.01
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- }
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- ```
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-
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-
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- ## Full Model Architecture
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- ```
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- SentenceTransformer(
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- (0): Transformer({'max_seq_length': 384, 'do_lower_case': False}) with Transformer model: MPNetModel
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- (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})
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- (2): Normalize()
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- )
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- ```
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-
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- ## Citing & Authors
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-
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- <!--- Describe where people can find more information -->
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7254/config.json DELETED
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- {
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- "_name_or_path": "/home/silcock/.cache/torch/sentence_transformers/sentence-transformers_all-mpnet-base-v2/",
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- "architectures": [
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- "MPNetModel"
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- ],
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- "attention_probs_dropout_prob": 0.1,
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- "bos_token_id": 0,
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- "eos_token_id": 2,
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- "hidden_act": "gelu",
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- "hidden_dropout_prob": 0.1,
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- "hidden_size": 768,
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- "initializer_range": 0.02,
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- "intermediate_size": 3072,
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- "layer_norm_eps": 1e-05,
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- "max_position_embeddings": 514,
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- "model_type": "mpnet",
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- "num_attention_heads": 12,
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- "num_hidden_layers": 12,
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- "pad_token_id": 1,
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- "torch_dtype": "float32",
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- "transformers_version": "4.26.0",
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- "vocab_size": 30527
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- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7254/config_sentence_transformers.json DELETED
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- {
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7254/tokenizer.json DELETED
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7254/tokenizer_config.json DELETED
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7254/vocab.txt DELETED
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