facebookresearch/fairseq

About hubert finetuning

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#5,043 opened on Mar 23, 2023

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enhancementhelp wantedneeds triage

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Description

🚀 Feature Request

At present, hubert finetuning has only a 10h config. If I want to finetune a 10min or 1h dataset, what should I change?

Motivation

Pitch

Alternatives

Additional context

Contributor guide

Research direction
Examine the Hubert finetuning configuration files and documentation to understand how to adjust training for different dataset sizes (e.g., 10min or 1h). Provide a guide on modifying parameters like batch size, learning rate, and number of steps.
Tech stack
pythonpytorch
Domain
machine learningai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Needs maintainer response
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonPyTorchfairseq basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
50