Tag: LLM
All the articles with the tag "LLM".
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Neuro-Symbolic PC Builder – SLM + Prolog Expert System
A PC configuration assistant that combines a Small Language Model for natural language understanding with a Prolog-based expert system for formal hardware compatibility reasoning — bridged via Janus-SWI.
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English → Sinhala Machine Translation – Three-Stage NLP Pipeline
A multi-technique machine translation pipeline for English to Sinhala — combining statistical spelling correction, LLM-based text simplification, and quantized MBART neural translation, with a Gradio interface and a Gemini-powered corpus generator.
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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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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.