---
license: apache-2.0
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This repo offers a set of fairseq roberta based models fine tuned to specific NLP tasks.
These models are:
- Small
- Easy to host on T4 or V100
- 100x faster than using LLMs for similar tasks
- Easy to fine tune

*To run the models:* Use https://github.com/nlmatics/nlm-model-service
*To acccess the models* Use https://github.com/nlmatics/nlm-utils 

## List of Models

Click on each model to see details:

1. [roberta.large.boolq](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.boolq)   
2. [roberta.large.qa](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.qa)
3. [roberta.large.stsb](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.stsb)
4. [roberta.large.phraseqa](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.phraseqa)
5. [roberta.large.qasrl](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.qasrl)
6. [roberta.large.qatype.lower.RothWithQ](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.qatype.lower.RothWithQ)
7. [roberta.large.io_qa](https://huggingface.co/ansukla/roberta/tree/main/roberta.large.io_qa)