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Low Rank Python Packages

Python packages with the GitHub topic low-rank. Sorted by relevance, with stars and monthly downloads.
microsoft
loralib

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

234K 14K 900
Lezcano
geotorch

Constrained optimization toolkit for PyTorch

17K 709 36
STLABTW
spatial-adapter

Spatial adapter for frozen predictors: low-rank residual decomposition, closed-form covariance, and kriging-style prediction.

1K 0 0
benediktfesl
mfa-estimator

PyPI package for MFA-based estimation in complex-valued linear inverse problems.

756 1 0
hi-paris
lowrankdensity

Lowrankdensity

599 7 3
musco-ai
musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

414 72 17
VITA-Group
q-galore-torch

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

362 205 19
Paradigm-Free-Mapping
splora

Sparse and Low-Rank Paradigm Free Mapping.

118 4 1
bytedance
shadowkv

shadow kv cache

76 297 23
microsoft
sam-lora-lib

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

72 14K 900
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