sourceontech sot

125 posts

sourceontech sot

sourceontech sot

@Sourceontech456

加入时间 Ağustos 2024
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sourceontech sot
sourceontech sot@Sourceontech456·
What's actually happening inside ChatGPT? 🧠 I built an interactive expert guide breaking down Generative AI & LLMs—from first principles to frontier models. Covering: Transformer architecture • Prompting • Training • Ethics • Glossary ↓ soguru.in/generative-ai-…
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sourceontech sot
sourceontech sot@Sourceontech456·
Building an AI search pipeline? Here's the full stack you need → HNSW + BM25 hybrid index → RRF re-ranking + Redis semantic cache → gRPC serving at <15ms p99 142M vectors. 98.7% recall@10. This is what RAG infrastructure actually looks like 👇 soguru.in/data-ingestion…
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sourceontech sot
sourceontech sot@Sourceontech456·
Your documents hold more insight than you think — you just need the right AI to unlock it. → Clean JSON API output Legal. Finance. Research. Healthcare. One platform, every document type. 98.4% accuracy. Built on Claude AI. Drop your first file free. soguru.in/docmind-ai-pow…
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sourceontech sot
sourceontech sot@Sourceontech456·
Fine-tuning a 70B LLM used to require 840 GB of GPU memory. LoRA does it with ~41 GB — by training only 0.01% of parameters. Freeze everything else. Merge at inference. Zero latency cost. Full guide with math, code & hyperparameter tuning: soguru.in/lora-peft-expl…
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