Tag: LoRA
All the articles with the tag "LoRA".
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Fine-Tune Pipeline – CI/CD-Ready LLM Fine-Tuning Framework
A team-built, production-oriented fine-tuning framework covering LoRA training, inference, and evaluation for Qwen, Llama, and Mistral models — designed to run inside GitHub Actions or Jenkins with full W&B experiment tracking.
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Choreo Docs AI – End-to-End Dataset Generation, RAG, and Fine-Tuning Pipeline
A full AI pipeline built around WSO2 Choreo documentation — generating QA datasets with LLMs, fine-tuning Qwen SLMs with LoRA, and building a RAG-based conversational assistant. Three interconnected projects covering the complete lifecycle from raw docs to a working domain expert.
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Ballerina Code Completion – SLM Fine-Tuning
Research and experimentation on fine-tuning Small Language Models for Ballerina code completion — a low-resource domain-specific language for cloud-native integration with limited training data available.