Home/Compare/qlora vs lora

Comparison

qlora vs lora

Verdict

Pick qlora if qLoRA specializes in accelerating the fine-tuning process of quantized large language models like those in the Guanaco family; pick lora if lora is designed for quick model customization through low-rank adaptation of pre-existing diffusion models like Stable Diffusion using Jupyter Notebooks in an interactive learning environment.

Markdown twin · qlora alternatives · lora alternatives

GraphCanon updated 2w

qlora logo

qlora

artidoro/qlora

11kpushed Jun 10, 2024
vs
lora logo

lora

cloneofsimo/lora

7.5kpushed Mar 22, 2024

Trust & integrity

Signalqloralora
Maintenance
Dormant (783d since push)
As of 2w · github_public_v1
Dormant (854d since push)
As of 4w · github_public_v1
Provenance
Not a fork · Personal account
As of 2w · github_public_v1
Not a fork · Personal account
As of 4w · github_public_v1
OSV dependency advisories
Published findings
As of 1mo · osv@v1
No lockfile (source not queried)
As of 1mo · osv@v1
deps.dev advisories
Not queried
deps.dev@v1
Not queried
deps.dev@v1
OpenSSF Scorecard
Not queried
openssf-scorecard@v1
Not queried
openssf-scorecard@v1

Tagline

qlora
QLoRA finetuning of quantized LLMs
lora
Jupyter Notebook repository for fine-tuning diffusion models using Low-Rank Adaptation.

Stars

qlora
11k
lora
7.5k

Forks

qlora
876
lora
496

Open issues

qlora
206
lora
88

Language

qlora
Jupyter Notebook
lora
Jupyter Notebook

Adopt for

qlora
QLoRA specializes in accelerating the fine-tuning process of quantized large language models like those in the Guanaco family.
lora
Lora is designed for quick model customization through low-rank adaptation of pre-existing diffusion models like Stable Diffusion using Jupyter Notebooks in an interactive learning environment.

Persona

qlora
-
lora
-

Runtime

qlora
-
lora
-

License

qlora
MIT License; open-source tool for QLoRA fine-tuning process; LLaMA base models must be obtained legally as per their license terms
lora
The project is open-source under the Apache-2.0 license, allowing for broad use and modification with attribution.

Last pushed

qlora
Jun 10, 2024
lora
Mar 22, 2024

Categories

qlora
LLM Frameworks, Model Training
lora
Model Training

Trust and health

Days since push

qlora
783d
lora
854d

Open issues (now)

qlora
206
lora
88

OSV dependency advisories

qlora
Published findings
lora
No lockfile (source not queried)

Full report

Shared compatibility

  • Python · qlora: Python runtime · lora: Python runtime

Choose qlora if…

  • License: qlora is MIT, lora is Apache-2.0.
  • Pricing: Open source under MIT License; requires access to LLaMA base models.
  • Requirements: Installation involves installing PyTorch and specific packages from source; Works with model sizes ranging from 7B to 65B, includes recommendations for tuning different sizes.
  • Tags unique to qlora: guanaco, llama models, quantization.
  • Also covers LLM Frameworks.
  • Need efficient fine-tuning for quantized LLaMA-based models

When NOT to use qlora

  • Require native full-precision model tuning without efficiency constraints
  • Focusing on non-LLaMA-based language models where specific adaptations may not apply

Choose lora if…

  • License: lora is Apache-2.0, qlora is MIT.
  • Requirements: Suitable for developers and researchers looking to experiment with diffusion models in an interactive Jupyter Notebook environment..
  • Tags unique to lora: diffusion, lora, stable-diffusion.
  • Use Lora when you need to fine-tune existing diffusion models quickly with interactive experimentation capabilities available via Jupyter Notebooks.

When NOT to use lora

  • Do not use Lora when you require a more thorough or comprehensive fine-tuning approach that goes beyond quick customization through low-rank adaptation.
  • Avoid Lora if your development workflow is not compatible with Jupyter Notebooks, as this is the primary environment provided by the repository.

Explore

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: qlora 11k · lora 7.5k (synced Aug 3, 2026).

Common questions

What is the difference between qlora and lora?
qlora: QLoRA finetuning of quantized LLMs. lora: Jupyter Notebook repository for fine-tuning diffusion models using Low-Rank Adaptation.. See the comparison table for live GitHub stats and shared categories.
When should I choose qlora over lora?
Choose qlora over lora when License: qlora is MIT, lora is Apache-2.0; Pricing: Open source under MIT License; requires access to LLaMA base models; Requirements: Installation involves installing PyTorch and specific packages from source; Works with model sizes ranging from 7B to 65B, includes recommendations for tuning different sizes; Tags unique to qlora: guanaco, llama models, quantization; Also covers LLM Frameworks; Need efficient fine-tuning for quantized LLaMA-based models.
When should I choose lora over qlora?
Choose lora over qlora when License: lora is Apache-2.0, qlora is MIT; Requirements: Suitable for developers and researchers looking to experiment with diffusion models in an interactive Jupyter Notebook environment.; Tags unique to lora: diffusion, lora, stable-diffusion; Use Lora when you need to fine-tune existing diffusion models quickly with interactive experimentation capabilities available via Jupyter Notebooks.
When should I avoid qlora?
Require native full-precision model tuning without efficiency constraints Focusing on non-LLaMA-based language models where specific adaptations may not apply
When should I avoid lora?
Do not use Lora when you require a more thorough or comprehensive fine-tuning approach that goes beyond quick customization through low-rank adaptation. Avoid Lora if your development workflow is not compatible with Jupyter Notebooks, as this is the primary environment provided by the repository.
Is qlora or lora more popular on GitHub?
qlora has more GitHub stars (10,979 vs 7,545). Stars measure visibility, not whether either tool fits your constraints.
Are qlora and lora open source?
Yes - both are open-source projects on GitHub (qlora: MIT, lora: Apache-2.0).
Where can I find alternatives to qlora or lora?
GraphCanon lists graph-backed alternatives at qlora alternatives and lora alternatives (qlora markdown twin, lora markdown twin), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?
Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, qlora or lora?
qlora: Dormant. lora: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for qlora and lora?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: qlora trust report; lora trust report.

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