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large-language-models-llms

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Ayush-2703 / Large_languaage_Models

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A comprehensive blueprint for Large Language Models. A rigorous curriculum covering transformer architectures, pre-training dynamics, parameter-efficient fine-tuning (PEFT), RAG orchestration, model quantization, evaluation, and alignment.

transformer lora quantization model-alignment fine-tuning rag large-language-models prompt-engineering llms generative-ai rlhf fine-tuning-llm large-language-models-llms
  • Updated Jul 18, 2026
  • Python

chigwell / iac-summarizer

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A new package that analyzes technical arguments and extracts structured summaries from text discussions about infrastructure-as-code practices. It takes user-provided text (such as forum posts, articl

text-analysis terraform-modules code-summarization technical-documentation developer-insights structured-data-extraction natural-language-processing-nlp key-point-extraction structured-summarization pattern-validation concise-summaries large-language-models-llms infrastructure-as-code-iac technical-argument-analysis argument-extraction
  • Updated Dec 21, 2025
  • Python

chigwell / text-snippet-summarizer

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A new package facilitates extracting a concise, structured summary from user-provided news headlines or brief texts by utilizing pattern matching and LLM interactions. This tool aims to help researche

pattern-matching text-analysis information-extraction text-summarization structured-data-extraction data-structuring insight-generation content-categorization natural-language-processing-nlp key-point-extraction headline-analysis concise-summaries theme-identification large-language-models-llms domain-specific-issues
  • Updated Dec 21, 2025
  • Python

liutiezhu1994 / topology-paradigm-computing-revolution-black-box-decoding

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《拓扑生成范式：算力革命与黑箱破解》针对现有AI拟合路线算力爆炸、黑箱不可解释、沙箱越狱问题，提出低维骨架+表层填充的范式迁移，可大幅降低算力，实现生成过程可追溯可控。Topology‑Generating Paradigm: skeleton‑fill two‑layer forward‑generation framework. Solve AI black‑box, jailbreak and computing‑power explosion problems. Reduce computational cost by orders of magnitude, interpretable & traceable generation.

topology low-power edge-ai computational-efficiency black-box-attack llms generative-ai model-jailbreak edge-ai-agents large-language-models-llms black-box-ai
  • Updated Aug 31, 2026

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