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Model Training Guide

Setup

  1. Install dependencies: pip install -r requirements.txt
  2. Configure AWS and Bitbucket: cpv aws-config && cpv bitbucket-config

Training

  1. Prepare training data in data/ directory
  2. Update metrics logging in train.py
  3. Run: python train.py

Versioning

  1. Upload checkpoint: cpv model upload --message "Training v1"
  2. List checkpoints: cpv model list-tags
  3. Revert to version: cpv model revert --tag v1.0

Metrics

  • Training metrics logged in metrics.log
  • Model weights stored in model.bin

Metadata

Release files for pycpv 0.1.3

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pycpv 0.1.3
File Size Uploaded
pycpv-0.1.3.tar.gz 154.6 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for pycpv 0.1.3
File Interpreter ABI Platform
pycpv-0.1.3-py3-none-any.whl Python 3 none any Details

Total release size: 169.4 kB

Release files / pycpv-0.1.3.tar.gz

Download URL pycpv-0.1.3.tar.gz
Size 154.6 kB
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97ba615a90fc667ea7f0e20380d87f9af0b767d11a3bfd71606315678e077b87
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917965ef1415d4575e3e6970a27433be522cd1e44c693b720274a43258ce1962
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Uploaded via twine/6.2.0 CPython/3.14.2

Release files / pycpv-0.1.3-py3-none-any.whl

Download URL pycpv-0.1.3-py3-none-any.whl
Size 14.8 kB
Tags Python 3
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3dbd3631bd8e279ff973218aba654d9feb28b8ae27c798b64520135fe0a856ab
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83286bd32ed8673fa9851e5397e057515d63533c7c55312b207c32a88d56322b
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Uploaded via twine/6.2.0 CPython/3.14.2

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0.1.3 This release

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0.1.2

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0.1.1

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0.1.0

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