Hugging Face's logo
Tom Aarsen's picture
945 189 671

Tom Aarsen

tomaarsen
sherloc's profile picture Foggy138's profile picture kennybiz's profile picture
·
https://linkedin.com/in/tomaarsen

AI & ML interests

NLP: text embeddings, information retrieval, named entity recognition, few-shot text classification

Recent Activity

commented on their article about 14 hours ago
Train 400x faster Static Embedding Models with Sentence Transformers
liked a model about 17 hours ago
ai-forever/FRIDA
updated a Space about 17 hours ago
sentence-transformers/README
View all activity

Articles

Organizations

Hugging Face's profile picture Sentence Transformers's profile picture Sentence Transformers - Cross-Encoders's profile picture Hugging Face Internal Testing Organization's profile picture SetFit's profile picture Massive Text Embedding Benchmark's profile picture Hugging Face Fellows's profile picture Nomic AI's profile picture Open-Source AI Meetup's profile picture Hugging Face OSS Metrics's profile picture Blog-explorers's profile picture Sentence Transformers Testing's profile picture mLLM multilingual's profile picture Social Post Explorers's profile picture Answer.AI's profile picture gg-tt's profile picture Distillation Hugs's profile picture Hugging Face Discord Community's profile picture Bert ... but new's profile picture

tomaarsen's activity

commented on Train 400x faster Static Embedding Models with Sentence Transformers about 14 hours ago
view reply

  1. Yes, the implementation is just https://pytorch.org/docs/stable/generated/torch.nn.EmbeddingBag.html. In short: token -> token embedding via lookup -> text embedding via mean pooling (averaging per dimension).

  2. NanoBEIR
liked a model about 17 hours ago
updated a Space about 17 hours ago
updated a model about 19 hours ago
published a model about 19 hours ago
liked a dataset about 20 hours ago
New activity in sentence-transformers/static-similarity-mrl-multilingual-v1 about 20 hours ago

Upload ONNX weights
#1 opened about 20 hours ago by
Xenova
New activity in sentence-transformers/static-retrieval-mrl-en-v1 about 21 hours ago

Upload ONNX weights
#2 opened 1 day ago by
Xenova
liked a model about 23 hours ago
New activity in Snowflake/snowflake-arctic-embed-l-v2.0 about 23 hours ago

Finetuning snowflake-arctic-embed-l-v2.0 for a specific domain

3
#4 opened about 1 month ago by
wilfoderek
upvoted an article about 24 hours ago
view article
Article

Timm ❤️ Transformers: Use any timm model with transformers

• 25
published a model 1 day ago
updated a model 1 day ago
New activity in sentence-transformers/static-retrieval-mrl-en-v1 1 day ago

Quants?

2
#1 opened 1 day ago by
ctranslate2-4you
liked a Space 1 day ago
New activity in kenoc/mxbai-abat-matryoshka 1 day ago

Suggestion: Different base model
#1 opened 1 day ago by
tomaarsen
liked 2 models 1 day ago
New activity in cnmoro/static-retrieval-distilbert-ptbr 1 day ago

Performance

1
#1 opened 1 day ago by
tomaarsen
liked a model 1 day ago