Model: srikarvar/fine_tuned_model_10
Author: srikarvar
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:560, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:srikarvar/fine_tuned_model_5, base_model:finetune:srikarvar/fine_tuned_model_5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: srikarvar/fine_tuned_model_5
Card metadata: base_model: srikarvar/fine_tuned_model_5
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100, dot_accuracy@1, dot_accuracy@3, dot_accuracy@5, dot_accuracy@10, dot_precision@1, dot_precision@3, dot_precision@5, dot_precision@10, dot_recall@1, dot_recall@3, dot_recall@5, dot_recall@10, dot_ndcg@10, dot_mrr@10, dot_map@100
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:560, loss:MultipleNegativesRankingLoss
widget: source_sentence: The `num_steps` parameter is employed to indicate the quantity of steps when preparing the recipe.
sentences: The `num_steps` parameter is used to specify the number of steps when preparing the recipe., The `rename_fields` function creates a new form with fields renamed to provided names., The main difference between a ProductList and an InventoryList is that a ProductList provides random access to the items, while an InventoryList updates progressively as you browse the list., source_sentence: The "extract" function creates a portion of the data without making a copy, with the possibility to indicate an offset and size.
sentences: Sure! Here's an example:, You can create a sauce by combining the ingredients and using the `with_stirring()` function to mix them evenly., The "extract" function computes a zero-copy subset of the data, with the option to specify an offset and length., source_sentence: The `iterate_folder` function cycles through files inside a folder.
sentences: You can find it in the latest version of the user manual. Click on the provided link to access the main version., The `iterate_folder` function iterates over files within a folder., It is a guide on how to process any type of module., source_sentence: Technical descriptions of the framework’s APIs and modules can be found in the reference section.
sentences: The `to_spreadsheet` method in the Plant class is used to convert the PlantData to a `SpreadsheetRow` or `SpreadsheetTable`., Yes, there are technical details available in the reference section that explain how the framework’s APIs and modules work., The `storage_dir` parameter is used to specify the directory to store ingredients., source_sentence: Once you have completed your library script, you can generate a library card and submit it to the server.
sentences: Once your library script is ready, you can create a library card and upload it to the server., It replaces the document's header., Many product formats are supported, including CSV, XML, JSON, image, and video files.
model-index: name: SentenceTransformer based on srikarvar/fine_tuned_model_5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: e5 cogcache small refined
type: e5-cogcache-small-refined
metrics: type: cosine_accuracy@1
value: 0.9821428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9821428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9821428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3273809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9821428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9821428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9898335099655963
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9866071428571429
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9866071428571429
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.9821428571428571
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9821428571428571
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 1
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.9821428571428571
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3273809523809524
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19999999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09999999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.9821428571428571
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.9821428571428571
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 1
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 1
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.9898335099655963
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.9866071428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.9866071428571429
name: Dot Map@100
verified: no, type: cosine_accuracy@1
value: 0.9821428571428571
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9821428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 1
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 1
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9821428571428571
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3273809523809524
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19999999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09999999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9821428571428571
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9821428571428571
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 1
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 1
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9898335099655963
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9866071428571429
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9866071428571429
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.9821428571428571
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.9821428571428571
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 1
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 1
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.9821428571428571
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3273809523809524
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.19999999999999998
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09999999999999999
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.9821428571428571
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.9821428571428571
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 1
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 1
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.9898335099655963
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.9866071428571429
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.9866071428571429
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 8
Created: 2024-09-15 20:23:41