Model: hon9kon9ize/bert-large-cantonese-nli
Author: hon9kon9ize
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1115217, loss:GISTEmbedLoss, dataset:hon9kon9ize/yue-all-nli, dataset:sentence-transformers/all-nli, arxiv:1908.10084, arxiv:2402.16829, base_model:hon9kon9ize/bert-large-cantonese, base_model:finetune:hon9kon9ize/bert-large-cantonese, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: hon9kon9ize/bert-large-cantonese
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:1115217, loss:GISTEmbedLoss
base_model: hon9kon9ize/bert-large-cantonese
widget: source_sentence: 呢度係一班唔同背景嘅人嘅遊行，大家都行緊，有個著住綠色衫嘅男人攞住面旗。
sentences: 一個男人攞住面旗。, 一個男人攬住佢阿媽，然後去打仗。, 個市集入面有個女售貨員。, source_sentence: 一個人行過一條有火車軌嘅橋。
sentences: 一個人由橋邊跳落去。, 有個男人蹲喺扶手上面。, 座橋上面有條鐵路軌。, source_sentence: 一個細女仔著住黃色衫同條花裙，企喺張毯上面，咬住個玩具。
sentences: 一個女仔企喺度。, 一個著住紅色外套嘅人耍緊嘢，周圍嘅人望住佢。（或者：一個著住紅色外套嘅人表演緊特技，周圍嘅人望住佢）, 大家都坐低咗。, source_sentence: 一家人同一個士兵一齊行。
sentences: 個髮型師幫個男人剪頭髮。, 一班人喺度行街。, 一班人望緊上面。, source_sentence: 有個男人拋過咗個杆，後面有啲人同埋遮蓬。
sentences: 個男人追緊個賊。, 有個男人有啲工具。, 有個男人騰空躍起。
datasets: hon9kon9ize/yue-all-nli, sentence-transformers/all-nli
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on hon9kon9ize/bert-large-cantonese
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.8076520997482407
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.8071778727370035
name: Spearman Cosine
verified: no, task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts test
type: sts-test
metrics: type: pearson_cosine
value: 0.7647935379004702
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.7611182804778411
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 100
Created: 2025-01-03 17:31:49