oam/knowledge base/ai/large language model.md

Large language model

Language models are computational model that can predict sequences in natural language.
Useful for speech recognition, machine translation, natural language generation, optical character recognition, route optimization, handwriting recognition, grammar induction, information retrieval, and other tasks.

Large language models are predominantly based on transformers trained on large datasets, frequently including texts scraped from the Internet.
They have superseded recurrent neural network-based models.

1. TL;DR
2. Run LLMs Locally
3. Further readings
   1. Sources

TL;DR

FIXME	Creator
ChatGPT	OpenAI
Claude	Anthropic
Copilot	Microsoft
Duck AI	DuckDuckGo
Gemini	Google
Grok	X
Llama	Meta
Mistral	Mistral AI

Run LLMs Locally

Use one of the following:

• Ollama
• LMStudio
• vLLM
• Jan
• llama.cpp
• Llamafile

Further readings

Sources

• Run LLMs Locally: 6 Simple Methods