axolotl-ai-cloud/axolotl
Go ahead and axolotl questions
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SDKs, agent skills, IDE extensions, and reference pipelines from Backblaze Labs. All open source.
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
4 releases in the last 90 days, the latest 11 days ago, with 263 contributors on GitHub.
Use Cases & Benefits
- Provides a free and open-source framework for fine-tuning and post-training of large language models (LLMs).
- Supports a wide range of models and training methods with optimized performance and easy configuration in a single YAML file.
- Use for fine-tuning state-of-the-art LLMs like GPT-OSS, LLaMA, Mistral, and multimodal models on custom datasets.
- Use for implementing advanced training techniques such as LoRA, QLoRA, preference tuning, reward modeling, and reinforcement learning.
- Use for scalable multi-GPU and multi-node training with support for cloud platforms and optimized kernels like Flash Attention.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
Apache 2.0
Permissive: commercial use, modification and redistribution are allowed with attribution; includes an explicit patent grant from contributors.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
A Free and Open Source LLM Fine-tuning Framework
Axolotl is a free and open-source tool designed to streamline post-training and fine-tuning for the latest large language models (LLMs).
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
1.5K+68
Open issues
250-18
Compared with peers in LLM
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 8, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| NVIDIA/auto-ontology | 11.4K | +8.5K | 75 | — |
| thedotmack/claude-mem | 115.8K | +4.7K | 75 | today |
| DietrichGebert/ponytail | 188.4K | +4.4K | 75 | 12 days ago |
| affaan-m/ECC | 300.8K | +4.3K | 75 | 40 days ago |
| Graphify-Labs/graphify | 145.7K | +3.8K | 75 | today |
| axolotl-ai-cloud/axolotl | 12.7K | — | 64 | 11 days ago |
| Category median | 145.7K | +4.4K | 75 | — |
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