Marktechpost

JUNE 8, 2023

For the ever-growing challenge of LLM validation, ReLM provides a competitive and generalized starting point. ReLM is the first solution that allows practitioners to directly measure LLM behavior over collections too vast to enumerate by describing a query as the whole set of test patterns.

Large Language Models 109

Large Language Models LLM Inference Engine AI 109

John Snow Labs

JULY 5, 2023

With this support, you can look forward to faster inference, automatic optimization, and quantization when exporting your LLM models. Additionally, we are also set to release an array of new LLM models fine-tuned specifically for chat and instruction, now that we have successfully integrated ONNX Runtime into Spark NLP.

NLP 52

NLP BERT LLM Inference Engine 52

Mlearning.ai

JULY 9, 2023

One of the biggest challenges of using LLMs is the cost of accessing them. Many LLMs, such as OpenAI’s GPT-3, are only available through paid APIs. Learn how to deploy any open-source LLM as a free API endpoint using HuggingFace and Gradio. Many LLMs, such as OpenAI’s GPT-3, are only available through paid APIs.

Large Language Models 52

Large Language Models LLM Python Auto-complete 52

ODSC - Open Data Science

MARCH 8, 2024

gemma.cpp is a lightweight, standalone C++ inference engine for the Gemma foundation models from Google. They are text-to-text, decoder-only large language models, available in English, with open weights, pre-trained variants, and instruction-tuned variants.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Large Language Models AI 52

Unite.AI

JANUARY 17, 2024

In this article, we will discuss PowerInfer, a high-speed LLM inference engine designed for standard computers powered by a single consumer-grade GPU. The PowerInfer framework seeks to utilize the high locality inherent in LLM inference, characterized by a power-law distribution in neuron activations.

Large Language Models 130

Large Language Models Inference Engine LLM Generative AI 130

NVIDIA

APRIL 9, 2024

Teams from the companies worked closely together to accelerate the performance of Gemma — built from the same research and technology used to create Google DeepMind’s most capable model yet, Gemini — with NVIDIA TensorRT-LLM , an open-source library for optimizing large language model inference, when running on NVIDIA GPUs.

AI Developer 140

AI Developer AI Development Generative AI Inference Engine 140

deepsense.ai

APRIL 25, 2024

Benefits of SLMs on Edge Devices In this section, we present three compelling reasons why companies may find Small Language Model (SLM) applications preferable to their cloud-heavy Large Language Model (LLM) counterparts: Cost Reduction The expense of cloud inference for Large Language Models can be prohibitive.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Inference Engine LLM 52