Model: marrodion/minilm-l12-v2-toxic-ft
Author: marrodion
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:marrodion/minilm-l12-v2-simple, base_model:finetune:marrodion/minilm-l12-v2-simple, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: marrodion/minilm-l12-v2-simple
Card metadata: library_name: sentence-transformers
tags: sentence-transformers, sentence-similarity, feature-extraction, dataset_size:10K<n<100K, loss:CosineSimilarityLoss
base_model: marrodion/minilm-l12-v2-simple
metrics: pearson_cosine, spearman_cosine, pearson_manhattan, spearman_manhattan, pearson_euclidean, spearman_euclidean, pearson_dot, spearman_dot, pearson_max, spearman_max
widget: source_sentence: Ugly white men*
sentences: fuck black people, That's assuming incels can get enough gbp for tendies., Happy hari raya puasa (for those who celebrate it)! URL, source_sentence: Burn in hell fag
sentences: What a fucking fag, How do we get rid of radical islamism such as ISIS?, You look beautiful girl. I love your makeup. I'm also a transgender woman, source_sentence: Wtf does he know
sentences: Wtf is Muslim I've never heard this word before in my life, Imagine having a gf. lol what a loser am I right guys, kill yourself you fucking idiot cunt, source_sentence: fuck black people
sentences: fuck her, i'm gay as fuck bring it to the dm's s'il vous plait, Super proud of u priyanka n sid💖😘🤗😄👏lots of love from india, source_sentence: eradicate the gays
sentences: Anyone who supports ISIS terrorism globally should be eradicated., This movie was filled with garbage Zionist propaganda., Super proud of u priyanka n sid💖😘🤗😄👏lots of love from india
pipeline_tag: sentence-similarity
model-index: name: SentenceTransformer based on marrodion/minilm-l12-v2-simple
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: hatespeech sampled dev
type: hatespeech-sampled-dev
metrics: type: pearson_cosine
value: 0.5824678478663922
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.4527341031732577
name: Spearman Cosine
verified: no, type: pearson_manhattan
value: 0.5684440833162158
name: Pearson Manhattan
verified: no, type: spearman_manhattan
value: 0.4501340877013548
name: Spearman Manhattan
verified: no, type: pearson_euclidean
value: 0.5699922346841907
name: Pearson Euclidean
verified: no, type: spearman_euclidean
value: 0.4527341031732577
name: Spearman Euclidean
verified: no, type: pearson_dot
value: 0.5824678270038964
name: Pearson Dot
verified: no, type: spearman_dot
value: 0.4527341031732577
name: Spearman Dot
verified: no, type: pearson_max
value: 0.5824678478663922
name: Pearson Max
verified: no, type: spearman_max
value: 0.4527341031732577
name: Spearman Max
verified: no
Likes: 0 | All-time downloads: 137
Created: 2024-05-31 11:31:10