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Unified Axolotl/Unsloth fine-tuning pipeline management
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Axolotl (via Kestra)
Unsloth (Direct API)
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Base Model
Qwen 2.5 7B Instruct
Llama 3.2 3B Instruct
Unsloth Qwen 2.5 7B
TinyLlama 1.1B (Smoke)
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LoRA Alpha
Auto-quantize to GGUF
Auto-deploy to Ollama
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Axolotl
Unsloth
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Pipeline Guide
Axolotl:
Full-featured training via Kestra orchestration
Unsloth:
2-5x faster training via direct API
Auto-quantize:
Converts trained model to GGUF format
Auto-deploy:
Creates Ollama model after quantization