facebookresearch/fairseq

Inferring the decoder and encoder of a transformer model in a streaming manner

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#5,537 opened on Aug 29, 2024

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enhancementhelp wantedneeds triage

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Description

Is it possible to infer the model separately through encoder.onnx and decoder.onnx?

Contributor guide

Research direction
Check the fairseq documentation and examples for exporting models to ONNX format and performing separate encoder/decoder inference. Look at the model code to understand how the encoder and decoder can be used independently.
Tech stack
python
Domain
backend
Issue type
Research
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70