Technical Writer
Technical Writer
This guide helps you interpret LLM performance metrics to make direct comparisons on latency, throughput, and cost.
Mixtral 8x7B structurally has faster inference than similarly-powerful Llama 2 70B, but we can make it even faster using TensorRT-LLM and int8 quantization.
Playground v2, a new text-to-image model, matches SDXL's speed & quality with a unique AAA game-style aesthetic. Ideal choice varies by use case & art taste.
This guide details deploying ComfyUI image generation pipelines via API for app integration, using Truss for packaging & production deployment.
The A10, an Ampere-series GPU, excels in tasks like running 7B parameter LLMs. AWS's A10G variant, similar in GPU memory & bandwidth, is mostly interchangeable.
Use ChatCompletions API to test open-source LLMs like Mistral 7B in your AI app with just three minor code modifications.
Building on top of open source models gives you access to a wide range of capabilities that you would otherwise lack from a black box endpoint provider.
Transitioning from using ML models via closed source APIs to open source ML models? This checklist provides all necessary resources for the shift.