Fine-tuned Qwen2.5-0.5B

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LoRA fine-tuned on 6,676 real commits.

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COMMIT MESSAGE

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FULL MLOPS STACK

TRAINING

Qwen2.5 · LoRA · Kaggle GPU

REGISTRY

HuggingFace Hub · MLflow

SERVING

FastAPI · Redis

INFRA

Kubernetes · DigitalOcean

INGRESS

Nginx · Let's Encrypt TLS

MONITORING

Prometheus · Grafana

CI/CD

GitHub Actions · ghcr.io

EVAL

BLEU · ROUGE · GPT-4 judge