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axolotl-ai-cloud/axolotl

axolotl

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Builder

axolotl-ai-cloud

axolotl-ai-cloud

axolotl-ai-cloud • individual

Stars

11,979

Using upstream star count

Forks

1,356

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Apr 14, 2023

Project creation date

README Summary

<p align="center"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/887513285d98132142bf5db2a74eb5e0928787f1/image/axolotl_logo_digital_white.svg"> <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/axolotl-ai-cloud/axolotl/887513285d98132142bf5db2a74eb5e0928787f1/image/axolotl_logo_digital_black.svg"> <img alt="Axolotl" src="https://raw.githubusercontent.com/

Community Evaluation

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AI Dev Skills

Unmapped

Deep Learning Training PipelineDistributed TrainingGPU Memory ManagementGradient AccumulationLarge Language Model Fine-tuningLearning Rate SchedulingLoRA Fine-tuningModel OptimizationMulti-GPU TrainingParameter-Efficient Fine-tuningQLoRA Fine-tuningTransformer Architecture

Tags

Deep Learning Training PipelineDistributed TrainingGPU Memory ManagementGradient AccumulationLarge Language Model Fine-tuningLearning Rate SchedulingLoRA Fine-tuningModel OptimizationMulti-GPU TrainingParameter-Efficient Fine-tuningQLoRA Fine-tuningTransformer ArchitectureAPIAWSAxolotlDPODeepSpeedDockerEvalsFSDPFine-TuningForkedGRPOGemmaGoogle CloudHuggingFaceJupyterLarge Language ModelsLoRA / PEFTLong ContextMistralMultimodal AIOpen SourceOpenAIPyTorchPythonQuantizationQwenSecurityTutorial

Taxonomy

AI Trends

Parameter-Efficient Fine-tuningDemocratized Model TrainingOpen Source AICustom AI Model Development

category

Foundation ModelsModel TrainingEvals & BenchmarkingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesSecurity & SafetyData Science & Analytics

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

Text

Skill Areas

Large Language Model Fine-tuningLoRA Fine-tuningQLoRA Fine-tuningParameter-Efficient Fine-tuningDistributed TrainingModel OptimizationTransformer ArchitectureDeep Learning Training PipelineGPU Memory ManagementMulti-GPU TrainingGradient AccumulationLearning Rate Scheduling

tag

APIAWSAxolotlDPODeepSpeedDockerEvalsFSDPFine-TuningForkedGRPOGemmaGoogle CloudHuggingFaceJupyterLarge Language ModelsLoRA / PEFTLong ContextMistralMultimodal AIOpen SourceOpenAIPyTorchPythonQuantizationQwenSecurityTutorial

Use Cases

Custom Language Model DevelopmentDomain-Specific Model AdaptationInstruction Following Model TrainingChat Model Fine-tuningModel Performance OptimizationResearch Model Training

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

20

synthetic datasets for benchmarking and testing (#3518) [skip ci]

Wing Lian • Mar 22, 2026

fc3b3d1

support offloading layers to CPU (#3512) [skip ci]

Wing Lian • Mar 22, 2026

c9df6ef

fix token state json and mistral tokenizer issue (#3522) [skip ci]

Wing Lian • Mar 22, 2026

0ee98a0

Quality

beta
Quality
high
Maturity
beta

Categories

Foundation ModelsPrimaryModel TrainingEvals & BenchmarkingData Science & AnalyticsMultimodal AIOther AI / MLMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesSecurity & Safety

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Apr 14, 2023
Forked
Mar 22, 2026
Your last push
2 months ago
Upstream last push
18 days ago
Tracked since
Mar 22, 2026

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