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qlora-rs

v1.0.5 Experimental

4-bit quantized LoRA (QLoRA) implementation with dual GGUF and Candle native export for Rust

MIT Edition 2021 MSRV 1.92
AlgorithmsScience #quantization#lora#gguf#qlora#4bit

Quick Verdict

  • โœ“Actively maintained (updated 58d ago)
  • โœ“Permissive license (MIT)

Security

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Downloads
435
Dependents
12
Releases
5
Size
81KB

Deep Insights

๐Ÿ“‰
Download decline

111 downloads in the last 30 days, down 54% from the previous period. May indicate migration to alternatives.

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Used by top crates

Notable dependents include bitnet-quantize, rust-ai-core, axolotl-rs. When high-quality crates choose qlora-rs, it's a strong quality signal.

Health Breakdown

Maintenance 13/25

Recency, release consistency, active ratio

Quality 17/25

Yanked ratio, deps, size, maturity, features

Community 9/20

Reverse deps, ownership, ecosystem

Popularity 3/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
5/day avg+36%
05010012/291/162/32/213/113/28

Top Dependents

Version Adoption

v1.0.5
60%
v1.0.0
20%
v1.0.1
14%
v0.1.0
4%
v0.3.0
4%

Release Timeline

5 releasessince 2026
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Feature Flags

cudalogginggguf-exportnative-export

README

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Maintainers

Dependencies
18
direct dependencies
Dependents
12
crates depend on qlora-rs

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