Model: tomaarsen/Qwen3-Embedding-0.6B-18-layers
Author: tomaarsen
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, qwen3, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:197462, loss:MSELoss, en, dataset:sentence-transformers/natural-questions, dataset:sentence-transformers/gooaq, dataset:sentence-transformers/wikipedia-en-sentences, arxiv:1908.10084, arxiv:2004.09813, base_model:Qwen/Qwen3-Embedding-0.6B, base_model:finetune:Qwen/Qwen3-Embedding-0.6B, model-index, endpoints_compatible, region:us
Base models (finetune): id: Qwen/Qwen3-Embedding-0.6B
Card metadata: language: en
tags: sentence-transformers, sentence-similarity, feature-extraction, dense, generated_from_trainer, dataset_size:197462, loss:MSELoss
base_model: Qwen/Qwen3-Embedding-0.6B
widget: source_sentence: Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:who sings the song i don't want to work
sentences: The Invisible Man Griffin is the surname of the story's protagonist. His name is not mentioned until about halfway through the book. Consumed with his greed for power and fame, he is the model of science without humanity. A gifted young student, he becomes interested in the science of refraction. During his experiments, he accidentally discovers chemicals (combined with an unspecified kind of radiation) that would make living tissue invisible. Obsessed with his discovery, he tries the experiment on himself and becomes invisible. However, he does not know how to reverse the process, and he slowly discovers that the advantages of being invisible do not outweigh the disadvantages and the problems he faces. Thus begins his downfall as he takes the road to crime for his survival, revealing in the process his lack of conscience, inhumanity and complete selfishness. He progresses from obsession to fanaticism, to insanity, and finally to his fateful end., Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:who did the united states become independent from, Jordan Belfort Jordan Ross Belfort (/ˈbɛlfɔːrt/; born July 9, 1962) is an American author, motivational speaker, and former stockbroker. In 1999, he pleaded guilty to fraud and related crimes in connection with stock-market manipulation and running a boiler room as part of a penny-stock scam. Belfort spent 22 months in prison as part of an agreement under which he gave testimony against numerous partners and subordinates in his fraud scheme.[5] He published the memoir The Wolf of Wall Street, which was adapted into a film and released in 2013., source_sentence: London water supply infrastructure Most of London's water comes from non-tidal parts of the Thames and Lea, with the remainder being abstracted from underground sources.[22]
sentences: Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:what is the number on the hogwarts express, Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:when did roughing the kicker become a rule, Agora Early in Greek history (18th centuryâ€“8th century BC), free-born citizens would gather in the agora for military duty or to hear statements of the ruling king or council. Later, the Agora also served as a marketplace where merchants kept stalls or shops to sell their goods amid colonnades. This attracted artisans who built workshops nearby.[2], source_sentence: Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:what is meant by lagging and leading current in ac circuit
sentences: .org The domain name org is a generic top-level domain (gTLD) of the Domain Name System (DNS) used in the Internet. The name is truncated from organization. It was one of the original domains established in 1985, and has been operated by the Public Interest Registry since 2003. The domain was originally intended for non-profit entities, but this restriction was not enforced and has been removed. The domain is commonly used by schools, open-source projects, and communities, but also by some for-profit entities. The number of registered domains in org has increased from fewer than one million in the 1990s, to ten million as of June 2013., Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:how many episode in season 1 game of thrones, Instruct: Given a web search query, retrieve relevant passages that answer the query
Query:when is season 11 of doctor who coming out, source_sentence: Gabriel Vlad (born April 9, 1969) in Bucharest, is a former Romanian former rugby union football player.
sentences: As of May 2013, The Jewish Tribune had a circulation of 60,500 copies a week which made it, for a time, the largest Jewish weekly publication in Canada., Cunjamba Dima is a city and commune of Angola, located in the province of Cuando Cubango., He also acted in the National award winning Tamil movie Vazhakku Enn 18/9, directed by Balaji Sakthivel., source_sentence: The actress was thirteen when she was offered the role of Annie.
sentences: All profits from the sale and streaming of the song go to music education supported by the CMA Foundation., Narsingh Temple is situated at the across of the village just across confluence of Magri State village., Contrasting significantly from other soccer leagues in the U.S., WLS intends to be an open entry, promotion and relegation competition.
datasets: sentence-transformers/natural-questions, sentence-transformers/gooaq, sentence-transformers/wikipedia-en-sentences
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, negative_mse
model-index: name: SentenceTransformer based on Qwen/Qwen3-Embedding-0.6B
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.42
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.64
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.76
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.82
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.42
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.21333333333333335
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15200000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08199999999999999
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.42
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.64
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.76
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.82
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.620918816092183
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5567777777777778
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5664067325709117
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: cosine_accuracy@1
value: 0.38
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.44
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.52
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.66
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.38
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.31333333333333335
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.29200000000000004
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.254
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.041275151654868704
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.06868331254409366
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.08524350018847202
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.11409038508225758
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.30429750607308503
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.44163492063492066
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.1254808602198398
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.4
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.72
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.76
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.82
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24666666666666665
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.39
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.69
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.73
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.79
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6214012092294585
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.571047619047619
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.564828869259454
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.4000000000000001
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.68
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7666666666666666
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4000000000000001
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.25777777777777783
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.20133333333333336
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.1413333333333333
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.2837583838849562
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.4662277708480312
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.5250811667294907
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5746967950274192
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5155391771315755
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5231534391534391
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.41890548735006855
name: Cosine Map@100
verified: no, task: type: knowledge-distillation
name: Knowledge Distillation
dataset: name: Unknown
type: unknown
metrics: type: negative_mse
value: -0.016825005412101746
name: Negative Mse
verified: no
Likes: 8 | All-time downloads: 850
Created: 2025-06-06 14:02:42