Model: hmm404/tmp_trainer
Author: hmm404
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, tensorboard, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:32351, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:sentence-transformers/all-mpnet-base-v2, base_model:finetune:sentence-transformers/all-mpnet-base-v2, model-index, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:32351, loss:TripletLoss
base_model: sentence-transformers/all-mpnet-base-v2
widget: source_sentence: Genetic conditions that cause nutritional deficiencies can prevent a person from removing meat from their diet.
sentences: Ante un estado que no quiere hablar del tema, para Cataluña, solo es posible seguir su propio camino por otras vías., Retinol deficiency is a genetically pre-disposed condition that prevents conversion beta-carotene to Vitamin A \(retinol\) in humans. Since plants have no retinol \(only beta-carotene\), humans with this condition cannot have a vegan diet, only one with animal products., People with hemochromatosis \(a genetic condition\) can benefit greatly from a vegan diet, due to the lower absorbing non-heme iron in plants \(compared to heme iron in meat\)., source_sentence: The definition of veganism is: "A way of living which seeks to exclude, as far as is possible and practicable, all forms of exploitation of, and cruelty to, animals for food, clothing or any other purpose." In the \(unlikely\) case of survival or health concerns, the "as far as possible and practicable" clause makes it possible for such persons to be considered vegan as they would have no alternative options.
sentences: Veganism is not solely about diet. A person can still choose to live in accordance with vegan values, such as by avoiding animal circuses and leather/fur products., It's easier to regulate established companies in a legal market than it is in the black market. Any issue would be with bad regulations not legalization., That definition is too vague. There are different definitions of veganism, many of which are not compatible with using animals in any circumstances. In a way we are all vegan depending on how easy you believe it is to reach all the necessary nutrition in your city harming as few animals as possible., source_sentence: Adding coding to the school curriculum means that something else must be left out.
sentences: Coding skills are much needed in today's job market., Cataluña saldría de la UE con efectos económicos desastrosos., Teaching coding effectively is impossible unless teachers are trained appropriately first., source_sentence: Animals have innate, individual rights, which are taken away when they are killed or made to suffer.
sentences: Animals have a desire to live., Uno de los ejemplos más claros es la falta de inversión reiterada al Corredor Mediterráneo  \(Algeciras-Valencia-Barcelona-Francia\), prioritario para la UE y Catalunya, pero relegado a algo residual por el estado Español., A vegan society would equate humans rights with animal rights, which would make society worse off overall., source_sentence: The sorts of people likely to lash out against affirmative action policies probably already hold negative views towards racial minorities.
sentences: The Far Right movement sees the inequality affirmative action addresses not as a problem to be solved, but as an outcome to be desired., There are plenty of people who hold a positive view towards racial minorities and still oppose affirmative action., Research has shown that college degrees have less economic utility for people from low socio-economic backgrounds.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on sentence-transformers/all-mpnet-base-v2
results: task: type: triplet
name: Triplet
dataset: name: Unknown
type: unknown
metrics: type: cosine_accuracy
value: 0.9264069199562073
name: Cosine Accuracy
verified: no, type: cosine_accuracy
value: 0.9161931872367859
name: Cosine Accuracy
verified: no
Likes: 0 | All-time downloads: 7
Created: 2025-02-18 07:38:08