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unslothai/unsloth

unsloth

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.

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Builder

Unsloth

Unsloth

unslothai • startup

Stars

65,368

Using upstream star count

Forks

5,825

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 29, 2023

Project creation date

README Summary

<a href="https://unsloth.ai/docs"><picture> <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20logo%20white%20text.png"> <source media="(prefers-color-scheme: light)" srcset="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20logo%20black%20text.png"> <img alt="unsloth logo" src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20logo%20black%20text.png" height="1

Community Evaluation

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AI Dev Skills

Unmapped

CUDA ProgrammingDistributed TrainingGradient CheckpointingLoRA Fine-tuningMemory OptimizationMixed Precision TrainingModel QuantizationParameter-Efficient Fine-tuningQLoRA Fine-tuningReinforcement Learning from Human FeedbackTransformer Architecture

Tags

CUDA ProgrammingDistributed TrainingGradient CheckpointingLoRA Fine-tuningMemory OptimizationMixed Precision TrainingModel QuantizationParameter-Efficient Fine-tuningQLoRA Fine-tuningReinforcement Learning from Human FeedbackTransformer ArchitectureAiderBenchmarkingC++CourseDPOData ScienceDeepSeekDockerEmbeddingsEvalsFine-TuningForkedGPU / CUDAGRPOGemmaHuggingFaceJupyterLLM ServingLlamaLoRA / PEFTLong ContextMMLUMistralMultimodal AIOpenAIPyTorchPythonQuantizationQwenReasoning ModelsReinforcement LearningResearch / PapersSGLangSpeech to TextTRLTransformersTutorialUnslothllama.cppvLLM

Taxonomy

AI Trends

Parameter-Efficient Fine-tuningMemory-Efficient AIDemocratized AI TrainingOpen Source AICustom Model Development

category

Foundation ModelsRAG & RetrievalModel TrainingEvals & BenchmarkingInference & ServingGenerative MediaMLOps & InfrastructureLearning ResourcesData Science & Analytics

Deployment Context

Self-hostedCloud ComputeGPU Clusters

Industries

Developer ToolsResearchEducation

Modalities

TextCode

Skill Areas

LoRA Fine-tuningQLoRA Fine-tuningReinforcement Learning from Human FeedbackMemory OptimizationCUDA ProgrammingTransformer ArchitectureGradient CheckpointingMixed Precision TrainingParameter-Efficient Fine-tuningModel QuantizationDistributed Training

tag

AiderBenchmarkingC++CourseDPOData ScienceDeepSeekDockerEmbeddingsEvalsFine-TuningForkedGPU / CUDAGRPOGemmaHuggingFaceJupyterLLM ServingLlamaLoRA / PEFTLong ContextMMLUMistralMultimodal AIOpenAIPyTorchPythonQuantizationQwenReasoning ModelsReinforcement LearningResearch / PapersSGLangSpeech to TextTRLTransformersTutorialUnslothllama.cppvLLM

Use Cases

Custom Language Model TrainingModel Adaptation for Specific DomainsInstruction TuningChat Model Fine-tuningCode Generation Model TrainingMulti-language Model Adaptation

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

19

Update llm_assist.py

Roland Tannous • Mar 12, 2026

8108203

Update llm_assist.py

Roland Tannous • Mar 12, 2026

bdadc87

Update run.py

Roland Tannous • Mar 12, 2026

c2ca1ab

Quality

production
Quality
high
Maturity
production

Categories

RAG & RetrievalPrimaryEvals & BenchmarkingInference & ServingMLOps & InfrastructureLearning ResourcesData Science & AnalyticsFoundation ModelsModel TrainingGenerative MediaCoding & Dev ToolsMultimodal AISearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyUser ExperienceScale & ReliabilityData & EvaluationProduct Discovery

Languages

Python100.0%

Timeline

Project created
Nov 29, 2023
Forked
Mar 12, 2026
Your last push
2 months ago
Upstream last push
15 days ago
Tracked since
Mar 12, 2026

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