
An XML-RoBERTa based cross-lingual Sentence-BERT model distilled to cover semantic textual similarity in Finnish in addition to English. At the time of creation there were no models performing better in Finnish STS that I was aware of.


# Usage instructions

This model is essentially an extended SentenceTransformer so instructions described at [sbert.net](https://www.sbert.net) apply.

# The other things

The training setup, data, optimizer parameters, limitations and evaluation is described in Ch 6 [here](http://hdl.handle.net/10138/332588) and [repository](https://github.com/mkmoisio/sts-en-to-fi-distillation).

# Credit

This heavily builds on the work done by [Nils Reimers](https://scholar.google.com/citations?user=57GA3A8AAAAJ&hl=de) et al. 


# Contact
Still got questions?

mmoisio@kiisseli.com
{"language": ["fi", "en"], "tags": ["sentence-similarity", "sentence-transformers"], "widget": [{"source-sentence": "mik\u00e4 on teid\u00e4n paras telkkari"}]}
sentence-transformers sentence-similarity fi en endpoints_compatible region:us
TAGS
#sentence-transformers #sentence-similarity #fi #en #endpoints_compatible #region-us 


An XML-RoBERTa based cross-lingual Sentence-BERT model distilled to cover semantic textual similarity in Finnish in addition to English. At the time of creation there were no models performing better in Finnish STS that I was aware of.


# Usage instructions

This model is essentially an extended SentenceTransformer so instructions described at URL apply.

# The other things

The training setup, data, optimizer parameters, limitations and evaluation is described in Ch 6 here and repository.

# Credit

This heavily builds on the work done by Nils Reimers et al. 


# Contact
Still got questions?

mmoisio@URL
# Usage instructions

This model is essentially an extended SentenceTransformer so instructions described at URL apply. # The other things

The training setup, data, optimizer parameters, limitations and evaluation is described in Ch 6 here and repository. # Credit

This heavily builds on the work done by Nils Reimers et al. # Contact
Still got questions?

mmoisio@URL
TAGS
#sentence-transformers #sentence-similarity #fi #en #endpoints_compatible #region-us 
 # Usage instructions

This model is essentially an extended SentenceTransformer so instructions described at URL apply. # The other things

The training setup, data, optimizer parameters, limitations and evaluation is described in Ch 6 here and repository. # Credit

This heavily builds on the work done by Nils Reimers et al. # Contact
Still got questions?

mmoisio@URL
passage: TAGS
#sentence-transformers #sentence-similarity #fi #en #endpoints_compatible #region-us 
# Usage instructions

This model is essentially an extended SentenceTransformer so instructions described at URL apply.# The other things

The training setup, data, optimizer parameters, limitations and evaluation is described in Ch 6 here and repository.# Credit

This heavily builds on the work done by Nils Reimers et al.# Contact
Still got questions?

mmoisio@URL