Golang backend/app to load local PyTorch model and provide it via an API
Budget: $8 – $15 USD
Setting/Goal:
For this project we are looking for someone to build a Go app that is serving our fine-tuned text-to-text PyTorch model via an API so that we can deploy it to our client site (on-premise).
Steps to tackle here:
- Encrypt PyTorch model (so clients cannot access the model themselves)
- Load PyTorch model in Go backend (Go because python could be too easy reverse engineered)
- Serve a (HTTP) endpoint that takes a JSON as input text and returns a text in JSON as output.
- The endpoint should also be checking for an active API KEY
Requirements:
- Experience in building Go Backends that serve an API
- Experience in Python and PyTorch to understand the NLP model structure
You must answer these questions:
-How would you load a local PyTorch model in Go?
-Do you have experience with PyTorch?
-How would you encrypt a fine-tuned PyTorch model?
Describe your recent experience with similar projects
For this project we are looking for someone to build a Go app that is serving our fine-tuned text-to-text PyTorch model via an API so that we can deploy it to our client site (on-premise).
Steps to tackle here:
- Encrypt PyTorch model (so clients cannot access the model themselves)
- Load PyTorch model in Go backend (Go because python could be too easy reverse engineered)
- Serve a (HTTP) endpoint that takes a JSON as input text and returns a text in JSON as output.
- The endpoint should also be checking for an active API KEY
Requirements:
- Experience in building Go Backends that serve an API
- Experience in Python and PyTorch to understand the NLP model structure
You must answer these questions:
-How would you load a local PyTorch model in Go?
-Do you have experience with PyTorch?
-How would you encrypt a fine-tuned PyTorch model?
Describe your recent experience with similar projects