Model: bobox/XLMRoBERTaM3-CustomPoolin-v1-s1
Author: bobox
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:220804, loss:GISTEmbedLoss, en, dataset:bobox/enhanced_NLI-50K, dataset:tals/vitaminc, dataset:allenai/scitail, dataset:bobox/xSum-processed, dataset:allenai/sciq, dataset:allenai/qasc, dataset:bobox/OpenbookQA-4ST, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/trivia-qa, dataset:sentence-transformers/gooaq, dataset:google-research-datasets/paws, arxiv:1908.10084, arxiv:2402.16829, base_model:BAAI/bge-m3, base_model:finetune:BAAI/bge-m3, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: BAAI/bge-m3
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:220804, loss:GISTEmbedLoss
base_model: BAAI/bge-m3
widget: source_sentence: friday night lights season 2 how many episodes
sentences: Ossicles The ossicles (also called auditory ossicles) are three bones in either middle ear that are among the smallest bones in the human body. They serve to transmit sounds from the air to the fluid-filled labyrinth (cochlea). The absence of the auditory ossicles would constitute a moderate-to-severe hearing loss. The term "ossicle" literally means "tiny bone". Though the term may refer to any small bone throughout the body, it typically refers to the malleus, incus, and stapes (hammer, anvil, and stirrup) of the middle ear., Ring a Ring o' Roses It is unknown what the earliest version of the rhyme was or when it began. Many incarnations of the game have a group of children form a ring, dance in a circle around a person, and stoop or curtsy with the final line. The slowest child to do so is faced with a penalty or becomes the "rosie" (literally: rose tree, from the French rosier) and takes their place in the center of the ring., Friday Night Lights (season 2) The second season of the American serial drama television series Friday Night Lights commenced airing in the United States and Canada on October 5, 2007 and concluded its 15-episode season on February 7, 2008, on NBC. While initially renewed for a 22-episode full season, the show ended production for the season after filming the 15th episode, due to the 2007–08 Writers Guild of America strike.[1] The series' future was once again placed in doubt as it did not return to production once the strike ended, and it continued to suffer from low ratings in its new Friday at 9:00 pm time slot. However, NBC announced in April 2008 that the show would return for a third season, with first-run broadcasts airing on DirecTV's The 101 Network.[2] The second season was released on DVD in region 1 on April 22, 2008.[3], source_sentence: More than 273 people have died from the 2019-20 coronavirus outside mainland China .
sentences: More than 3,700 people have died : around 3,100 in mainland China and around 550 in all other countries combined ., More than 3,200 people have died : almost 3,000 in mainland China and around 275 in other countries ., more than 4,900 deaths have been attributed to COVID-19 ., source_sentence: Life cycle is the term for the span in the life of an organism from one generation to the next.
sentences: What is the term for the span in the life of an organism from one generation to the next?, While spermatogenesis produces four haploid sperm cells, oogenesis produces one mature what?, In what type of climate might one find deciduous trees?, source_sentence: The source of geothermal power is the heat contained inside the Earth;
sentences: A ribosome consists of two elements, rrna and proteins., Geothermal power is generated via underground sources of heat., The ph scale measures acids and bases and has 7 as a neutral value., source_sentence: Which hand puppet would you associate with Shari Lewis?
sentences: Names of Presidents and First Ladies President's and First Ladies' Names Alphabetically Presidents' First Names Presidents' Middle Names Presidents' Last Names First Ladies' First Names First Ladies' Maiden names Abraham Abram Adams x 2 Abigail Appleton Andrew Alan Arthur Anna x 3 Bouvier Andrew Baines Buchanan Barbara Carow Benjamin Birchard Bush x 2 Caroline Childress Calvin Clark Carter Claudia "Lady Bird" Custis Chester David Cleveland Dolly Davis Dwight Delano Clinton Edith x 2 Dent Franklin x 2 Earl Coolidge Eleanor x 2 deWolf George x 3 Fitzgerald Eisenhower Eliza Doud Gerald Gamaliel Fillmore Elizabeth "Bess" Fulsom Grover Henry Ford Elizabeth "Betty" Galt Harry Herbert Walker Garfield Elizabeth "Eliza" Gardiner Herbert Howard Grant Ellen Goodhew James x 5 Jefferson Harding Florence Henry John x 4 Knox Harrison x 2 Frances Herndon Lyndon Milhous Hayes Hannah Herron Martin Quincy Hoover Helen Hoes Millard Rudolph Jackson Hillary Johnson Richard S Jefferson Ida Kortright Ronald Simpson Johnson x 2 Jacqueline McCardle Rutherford Walker Kennedy Jane Pierce Theodore Wilson Lincoln Julia x 2 Powers Thomas Madison Laura Robards Ulysses McKinley Lou Rodham Warren Monroe Louisa Roosevelt William x 4 Nixon Lucretia Rudolph Woodrow Pierce Lucy Ryan Zachary Polk Margaret Saxton Reagan Martha x 2 Scott Roosevelt x 2 Mary Skelton Taft Mary "Mamie" Smith x 3 Taylor Nancy Symmes Truman Rachel Taylor Tyler Rosalynn Todd x 2 VanBuren Sarah Wallace Washington Thelma "Patricia" Warren Wilson Webb Welch, Shari Lewis Puppets | eBay Shari Lewis Puppets Buy It Now Free Shipping This baby doll puppet was part of my mom's doll collection. Shari's Baby: Teach Baby to Talk. Baby Puppet with Blanket. This doll has been on display, but has not been played with. It comes from a smo... $11.70 Buy It Now Shari Lewis. Lamb Chop and 2 Charlie the Horse Puppets. lamb chop: 5" X 8". horse: 6" X 11". horse: 5.5" X 10". Classic children's entertainer!all the rubber faces have some areas of rubbing and tiny ..., What is the chemical formula for gold? | Reference.com What is the chemical formula for gold? A: Quick Answer The chemical formula for gold is Au, which is its periodic table symbol. The symbol comes from the Latin word for gold, "aurum." Full Answer Gold is a highly valued metal that has been known about for roughly 5,500 years. It can sometimes be found on its own, but it is more often found mixed with silver, quartz, lead, zinc and copper. There is also approximately 1 milligram of gold dissolved in every ton of seawater, but it would cost more to extract it than the gold is worth. Gold is valuable because it is malleable, a good conductor of heat and electricity and does not tarnish when exposed to air. Plus, it sparkles which pleases jewelry lovers.
datasets: bobox/enhanced_NLI-50K, tals/vitaminc, allenai/scitail, bobox/xSum-processed, allenai/sciq, allenai/qasc, bobox/OpenbookQA-4ST, sentence-transformers/natural-questions, sentence-transformers/trivia-qa, sentence-transformers/gooaq, google-research-datasets/paws
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine, cosine_accuracy, cosine_accuracy_threshold, cosine_f1, cosine_f1_threshold, cosine_precision, cosine_recall, cosine_ap
model-index: name: SentenceTransformer based on BAAI/bge-m3
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.866542106171641
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9018177980382839
name: Spearman Cosine
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: allNLI dev
type: allNLI-dev
metrics: type: cosine_accuracy
value: 0.7578125
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.8307200074195862
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6864988558352403
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.7192442417144775
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5681818181818182
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8670520231213873
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.6650019400552434
name: Cosine Ap
verified: no, task: type: binary-classification
name: Binary Classification
dataset: name: Qnli dev
type: Qnli-dev
metrics: type: cosine_accuracy
value: 0.685546875
name: Cosine Accuracy
verified: no, type: cosine_accuracy_threshold
value: 0.7554788589477539
name: Cosine Accuracy Threshold
verified: no, type: cosine_f1
value: 0.6830985915492958
name: Cosine F1
verified: no, type: cosine_f1_threshold
value: 0.6664116382598877
name: Cosine F1 Threshold
verified: no, type: cosine_precision
value: 0.5843373493975904
name: Cosine Precision
verified: no, type: cosine_recall
value: 0.8220338983050848
name: Cosine Recall
verified: no, type: cosine_ap
value: 0.7073790387962327
name: Cosine Ap
verified: no
Likes: 0 | All-time downloads: 10
Created: 2025-04-11 02:10:28