techtarget

large language model operations (LLMOps)

What is large language model operations (LLMOps)? Large language model operations (LLMOps) is a methodology for managing, deploying, monitoring and maintaining LLMs in production environments. The ...
InfoWorld

Surveying the LLM application framework landscape

Large language models by themselves are less than meets the eye; the moniker “stochastic parrots” isn’t wrong. Connect LLMs to specific data for retrieval-augmented generation (RAG) and you get a more ...

Text handoffs slow AI models down. C2C lets them communicate through KV caches instead

C2C lets AI models communicate through KV caches instead of text, improving benchmark accuracy and reducing latency for teams ...
TechTarget

Jev decision model touted as quicker, cheaper LLM alternative

As a fast, cheap decision model, TypeSafe AI's Jev could reshape agentic AI workflows by separating decision-making from text generation.
InfoWorld

LiteLLM: An open-source gateway for unified LLM access

LiteLLM allows developers to integrate a diverse range of LLM models as if they were calling OpenAI’s API, with support for fallbacks, budgets, rate limits, and real-time monitoring of API calls. The ...

From How Many Billion Parameters Can You Use a Local LLM? Real-World Implementation Insights from Testing 1B to 27B Models

When choosing a local LLM, the first thing that catches your eye is the model size. 1B, 4B, 8B, 12B, 27B. The larger the number, the smarter it seems, and in reality, benchmarks generally reflect that ...