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Surya Pathak

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Building Trust with LLMsDevConf.US 20242024-08-14
Compares three concrete evaluation paths: automatic metrics like ROUGE and BLEU and F1 which miss semantics, model‑based scoring using LangChain criteria…
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Deploying Your Own Language Models: A Use Case Demo with Open Source...Open AI + Data Forum @ Open Source Summit Europe 20232023-09-19
A question-answering system for Red Hat OpenShift on AWS (ROSA) is built from public docs, indexed with Qdrant vector embeddings and served as candidates to a…
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Deploying Your Own Language Models: A Use Case Demo with Open Source ToolsOpen Source Summit Europe 20232023-09-19
A domain QA system for ROSA docs is built and demonstrated end-to-end: docs are encoded into 384‑dim embeddings, indexed in Qdrant vector DB, top‑k candidates…
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