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

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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