Model: srikarvar/fine_tuned_model_16
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 main objective of the System Logs documentation is to demonstrate how to utilize the 📋 Logs system to access and manipulate logs of any format or type.
sentences: The purpose of the System Logs documentation is to provide information on how to use the 📋 Logs system to store and work with logs of any format or type., 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., The most recommended way to clean kitchen surfaces is with a microfiber cloth., source_sentence: The main repository page can be accessed by clicking on the link.
sentences: The `to_absolute` function translates a `TaskInstruction` instance into a list of absolute instructions, which are then combined together., No, ACTIVATE_X doesn't exist in version 3.0., It exists in the main repository. You can click on the provided link to redirect to the main repository page., source_sentence: The documentation does not specify what type of value is returned by the `fetch_data` function.
sentences: The purpose of this document is to provide documentation for the Plugin library., The return type of the `fetch_data` function is not specified in the current API documentation., The `from_dictionary` function takes the following parameters:
- `data` (Union[dict, Mapping]): A mapping of keys to values or Python objects.
- `schema` (Schema, optional): If not passed, will be inferred from the Mapping values.
- `metadata` (Union[dict, Mapping], optional): Optional metadata for the schema (if inferred)., source_sentence: The aim of the Gardening.Fertilization class is to carry out the application of fertilizers in the garden.
sentences: The `iterate_folder` function iterates over files within a folder., The purpose of the Gardening.Fertilization class is to apply fertilizers in the garden., 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., source_sentence: Two kinds of cooking methods exist, baking and frying.
sentences: There are two types of cooking methods, baking and frying., The purpose of the given recipe is to provide instructions for making lasagna., To get the full path to the locally extracted file, we need to join the path of the directory where the archive is extracted to and the relative image file path.
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: 0.9642857142857143
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: 0.9642857142857143
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: 0.9642857142857143
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: 0.9844808884566332
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9791666666666666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9791666666666667
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.9642857142857143
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: 0.9642857142857143
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: 0.9642857142857143
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: 0.9844808884566332
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.9791666666666666
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.9791666666666667
name: Dot Map@100
verified: no, type: cosine_accuracy@1
value: 0.9642857142857143
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: 0.9642857142857143
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: 0.9642857142857143
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: 0.9844808884566332
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9791666666666666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9791666666666667
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.9642857142857143
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: 0.9642857142857143
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: 0.9642857142857143
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: 0.9844808884566332
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.9791666666666666
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.9791666666666667
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 9
Created: 2024-09-16 12:59:23