Model: chinchilla04/bge-finetuned-train
Author: chinchilla04
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:15002, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:BAAI/bge-large-en-v1.5, base_model:finetune:BAAI/bge-large-en-v1.5, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-large-en-v1.5
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:15002, loss:MultipleNegativesRankingLoss
base_model: BAAI/bge-large-en-v1.5
widget: source_sentence: what kind of oil and how much do i need for my toyota tacoma truck and how do i do it
sentences: Requests to change the system or application's language settings. Users may ask to switch to a specific language, such as English, or adjust the language preferences to enhance usability., Requests for step-by-step instructions or guidance on how to change the oil in a car. Users seek detailed procedures, tools needed, and tips for performing this maintenance task., Requests to make a reservation at a specific restaurant for a specified number of people, time, and under a provided name. Users expect confirmation of the booking details., source_sentence: please double check my reservations for six at mani
sentences: Requests to verify or confirm existing reservations, typically for dining or events. Users provide details about the reservation and ask for confirmation that it is correctly recorded., Requests for details about an insurance policy, including coverage, benefits, and exclusions. Users may inquire about specific aspects like health benefits or policy terms., Requests to create, manage, or customize timers for various tasks or activities. Users can define the duration, purpose, or type of the timer and receive notifications or alerts when the timer reaches its set time., source_sentence: what are some good ethiopian restaurants in queens
sentences: Requests for the meaning or definition of words. Users may inquire about the definitions of uncommon, complex, or unfamiliar terms, aiming to gain a clear understanding or contextual usage of the word in question., Requests to assist with paying bills, such as utilities, credit cards, or other services. Users may specify the bill type, amount, and source account for the payment., Requests for recommendations or suggestions for dining options. Users may ask for specific cuisine types, locations, or general ideas on where to eat., source_sentence: are there any expected delays for flight dl123
sentences: Requests for travel time or distance to a specific location. Users typically seek estimates based on current traffic, routes, or modes of transportation to determine the time needed to reach their destination., Requests for information about flight details, such as boarding times, delays, or schedules. Users typically inquire to ensure they are updated about their flight's status., Requests for advice or strategies to improve credit scores. Users may seek a detailed plan, tips, or insights into financial habits that can lead to a better credit rating., source_sentence: how do i ask about the weather in chinese
sentences: Requests related to translating words, phrases, or sentences from one language to another. The user may specify the source and target languages, and the goal is to provide an accurate and context-appropriate translation., Requests for information about a vehicle's miles per gallon (MPG) rating, either in specific conditions like city driving or as an overall performance metric. Users may seek guidance on fuel efficiency for their car., Requests for information about a vehicle's miles per gallon (MPG) rating, either in specific conditions like city driving or as an overall performance metric. Users may seek guidance on fuel efficiency for their car.
pipeline_tag: sentence-similarity
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
model-index: name: SentenceTransformer based on BAAI/bge-large-en-v1.5
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy@1
value: 0.9706666666666667
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.9886666666666667
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.992
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9956666666666667
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.9706666666666667
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3295555555555556
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.19840000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09956666666666668
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.9706666666666667
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.9886666666666667
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.992
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9956666666666667
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9841961906084298
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.9804173280423282
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.9806052445247627
name: Cosine Map@100
verified: no
Likes: 1 | All-time downloads: 309
Created: 2024-12-12 07:53:31