Skip to main content

eLoRA: Efficient Rank Allocation for Budget-Constrained Fine-Tuning 🧮💰⚙️🎛️

Project description

eLoRA: Efficient Rank Allocation for Budget-Constrained Fine-Tuning 🧮💰⚙️🎛️

Installation

To install the package, use pip:

pip install elora

Usage

To use the package, import it in your Python code:

import elora

rank_pattern = elora.rank_pattern(model, base_rank)

Models.

import elora

# Under development

GitHub repository: https://github.com/mohsenhariri/eLoRA

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

elora-0.0.7.tar.gz (85.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

elora-0.0.7-py3-none-any.whl (59.9 kB view details)

Uploaded Python 3

File details

Details for the file elora-0.0.7.tar.gz.

File metadata

  • Download URL: elora-0.0.7.tar.gz
  • Upload date:
  • Size: 85.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for elora-0.0.7.tar.gz
Algorithm Hash digest
SHA256 34b972f7896ba338dd9d1ce78d1c7e73e1fd6ab2d31b18e4c74bc63730f3450d
MD5 876f067f863028fe047b5c66979e8c5f
BLAKE2b-256 ec7035ffc7ba56bd3ebd75a62fa63ac892deed90e0ce8c554584e6fcf62b41e8

See more details on using hashes here.

File details

Details for the file elora-0.0.7-py3-none-any.whl.

File metadata

  • Download URL: elora-0.0.7-py3-none-any.whl
  • Upload date:
  • Size: 59.9 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for elora-0.0.7-py3-none-any.whl
Algorithm Hash digest
SHA256 ec83615406d2786636c4c076456d58bbfa881d0c66f6e01dc966b88115b572f9
MD5 acb6bed07d36f9940dcf433417f80aa0
BLAKE2b-256 a1c7014d029e87d3efe3478e9979e767f045fc33be223a0de52aa4d504347418

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page