Model: srikarvar/fine_tuned_model_13
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 next move is to acquire the dataset and delineate the divisions.
sentences: The next step is to download the dataset and define the splits., The `batch_id` parameter is used to specify a batch specific to the recipe code. It is used to update the storage directory when the recipe instructions are modified., The Instructions guide is divided into sections such as Overview, Tutorials, How-to guides, Settings, Interface, Hardware, System repository, Conceptual guides, and Reference., source_sentence: The PaperInfo holds the data of a research paper, which may include its title, abstract, and reference list.
sentences: Parquet is a language-agnostic file format that enables efficient storage and querying of data tables., The purpose of the food processor in the kitchen is to chop and blend ingredients quickly and efficiently., A research paper's information is stored inside PaperInfo and can include information such as the paper's title, abstract, and references., source_sentence: This manual is devoted to constructing a personal finance tracker.
sentences: The `map()` function in the financial package supports processing large amounts of transactions, speeding up data analysis., The manual is about building a personal finance tracker., No, ITEMCODE is not available in version 3.5.0 of the documentation., source_sentence: The reader may find it more advantageous to not specify a section when browsing a collection, as a default section that displays all genres may be the most suitable choice if no particular genre is requested.
sentences: The PlantCare manual provides guidance on how to plant, water, prune, and fertilize different species of plants., It may be more convenient for the reader to not specify a section when browsing a collection because a suitable default may be an aggregated section that displays all genres if the reader doesn’t request a particular one., If you want to switch from a ProductList to an InventoryList, you can simply create a new InventoryList object from your existing data using the appropriate method for your data source., source_sentence: This framework has a strong connection with cloud platforms, making it simple to deploy and share models with the developer community.
sentences: Yes, the framework is deeply integrated with cloud-based platforms, allowing for easy deployment and sharing with the developer community., UserRole data is properly converted to arrays., You can find information about creating a research paper card in the /docs/papers/v2.10.0/paper_card document.
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: 1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
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: 1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
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: 1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
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: 1
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 1
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 1
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 1
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 1
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: 1
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3333333333333333
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: 1
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 1
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: 1
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 1
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 1
name: Dot Map@100
verified: no, type: cosine_accuracy@1
value: 1
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 1
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: 1
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3333333333333333
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: 1
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 1
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: 1
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 1
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 1
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 1
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 1
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: 1
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.3333333333333333
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: 1
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 1
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: 1
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 1
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 1
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 126
Created: 2024-09-15 21:33:12