Model: tomaarsen/bert-base-uncased-gooaq-og
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:3002496, loss:MultipleNegativesRankingLoss, en, dataset:sentence-transformers/gooaq, arxiv:1908.10084, arxiv:1705.00652, base_model:google-bert/bert-base-uncased, base_model:finetune:google-bert/bert-base-uncased, license:apache-2.0, model-index, co2_eq_emissions, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: google-bert/bert-base-uncased
Card metadata: base_model: google-bert/bert-base-uncased
datasets: sentence-transformers/gooaq
language: en
library_name: sentence-transformers
license: apache-2.0
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:3002496, loss:MultipleNegativesRankingLoss
widget: source_sentence: how to change date format in ms project 2007?
sentences: Choose File > Options., Select General., Under Project view, pick an option from the Date format list., Cats can be very affectionate and bonded with each other and still bond well and show affection to their human. Getting two kittens from the same litter, regardless of gender, can make it easier for them to befriend each other and play—but any two kittens generally tend to get on well after introductions., Treat your permed hair like silk or another delicate fabric: washing it once a week is enough to keep it clean and help maintain its beauty. Wash your hair with warm water. Hot water can strip your hair of oils that help keep it moisturized and looking lustrous. Hot water can also ruin the curls., source_sentence: is the mother in vinegar good for you?
sentences: Some people say the “mother,” the cloud of yeast and bacteria you might see in a bottle of apple cider vinegar, is what makes it healthy. These things are probiotic, meaning they might give your digestive system a boost, but there isn't enough research to back up the other claims., It is normal for vaginal discharge to increase in amount and become “stringy” (like egg whites) during the middle of your menstrual cycle when you're ovulating. If you find that your normal discharge is annoying, you can wear panty liners/shields on your underwear., State law protects cypress trees along Florida's waterways, but it has been up to the courts to enforce the regulations. ... Landowners can cut down cypress trees on their land, but trees below the high-water mark are considered state property and are protected., source_sentence: if you're blocked on whatsapp can you see last seen?
sentences: Jaguars aren't going to London this year, releases new plan for season tickets. The Jaguars will no longer be playing two games in London, and will instead play both games at TIAA Bank Field., Typically, most drugs are absorbed within 20-30 minutes after given by mouth. Vomiting after this amount of time is not related to the drug in the stomach as the vast majority, if not all, has already been absorbed., You can no longer see a contact's last seen or online in the chat window. Learn more here. You do not see updates to a contact's profile photo. Any messages sent to a contact who has blocked you will always show one check mark (message sent), and never show a second check mark (message delivered)., source_sentence: how many enchantments can you put on armor?
sentences: 4 Answers. You can in theory add every enchantment that is compatible with a tool/weapon/armor onto the same item. The bow can have these 7 enchantments, though mending and infinity are mutually exclusive., The sleeve length will make or break a jacket. If too long, it will make the jacket look too big, and if too short, like you have outgrown your jacket. ... This is when you need an experienced tailor, who will be able to shorten the sleeves from the shoulders, so the details on the cuffs are not disturbed., Grace period of 60 days granted after the expiration of license for purpose of renewal, and license is valid during this period. Renewal of license may occur from 60 days (effective August 1, 2016, 180 days) prior to expiration to 3 years after date; afterwards, applicant required to take and pass examination., source_sentence: what is the best drugstore shampoo for volume?
sentences: #8. ... , #7. ... , #6. Hask Biotin Boost Shampoo. ... , #5. Pantene Pro-V Sheer Volume Shampoo. ... , #4. John Frieda Luxurious Volume Touchably Full Shampoo. ... , #3. Acure Vivacious Volume Peppermint Shampoo. ... , #2. OGX Thick & Full Biotin & Collagen Shampoo. ... , #1. L'Oréal Paris EverPure Sulfate Free Volume Shampoo., Genes can't control an organism on their own; rather, they must interact with and respond to the organism's environment. Some genes are constitutive, or always "on," regardless of environmental conditions., In electricity, the phase refers to the distribution of a load. What is the difference between single-phase and three-phase power supplies? Single-phase power is a two-wire alternating current (ac) power circuit. ... Three-phase power is a three-wire ac power circuit with each phase ac signal 120 electrical degrees apart.
co2_eq_emissions: emissions: 523.8395173647017
energy_consumed: 1.3476635503925931
source: codecarbon
training_type: fine-tuning
on_cloud: no
cpu_model: 13th Gen Intel(R) Core(TM) i7-13700K
ram_total_size: 31.777088165283203
hours_used: 3.544
hardware_used: 1 x NVIDIA GeForce RTX 3090
model-index: name: BERT base uncased trained on GooAQ triplets
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: gooaq dev
type: gooaq-dev
metrics: type: cosine_accuracy@1
value: 0.7001
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8712
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.9219
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9629
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.7001
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2904
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.18438000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09629000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7001
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.8712
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9219
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9629
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.8358567622290791
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7945682142857085
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.796615366916047
name: Cosine Map@100
verified: no, type: dot_accuracy@1
value: 0.6709
name: Dot Accuracy@1
verified: no, type: dot_accuracy@3
value: 0.8558
name: Dot Accuracy@3
verified: no, type: dot_accuracy@5
value: 0.9096
name: Dot Accuracy@5
verified: no, type: dot_accuracy@10
value: 0.9567
name: Dot Accuracy@10
verified: no, type: dot_precision@1
value: 0.6709
name: Dot Precision@1
verified: no, type: dot_precision@3
value: 0.28526666666666667
name: Dot Precision@3
verified: no, type: dot_precision@5
value: 0.18192000000000003
name: Dot Precision@5
verified: no, type: dot_precision@10
value: 0.09567
name: Dot Precision@10
verified: no, type: dot_recall@1
value: 0.6709
name: Dot Recall@1
verified: no, type: dot_recall@3
value: 0.8558
name: Dot Recall@3
verified: no, type: dot_recall@5
value: 0.9096
name: Dot Recall@5
verified: no, type: dot_recall@10
value: 0.9567
name: Dot Recall@10
verified: no, type: dot_ndcg@10
value: 0.8177950307933399
name: Dot Ndcg@10
verified: no, type: dot_mrr@10
value: 0.772776468253962
name: Dot Mrr@10
verified: no, type: dot_map@100
value: 0.7751231358698718
name: Dot Map@100
verified: no
Likes: 0 | All-time downloads: 7
Created: 2024-06-17 19:53:04