Marktechpost

OCTOBER 21, 2024

This research field is evolving rapidly as AI researchers explore new methods to enhance LLMs’ capabilities in handling advanced reasoning tasks, particularly in mathematics. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 62

Large Language Models Inference Engine AI AI 62

Marktechpost

JUNE 8, 2023

A regular expression inference engine that effectively converts regular expressions to finite automata has been designed and implemented. Researchers have achieved competitive GPU utilization and runtimes (seconds) using both shortest path and randomized graph traversals. Check Out The Paper , Github , and CMU Article.

Large Language Models 109

Large Language Models LLM Inference Engine AI 109

Marktechpost

JUNE 19, 2023

Moreover, the team found that the fusion windows for commonly used layers and units in LDMs need to be substantially larger on a mobile GPU than what is currently available from commercially available GPU-accelerated ML inference engines. Check Out The Paper and Google AI Article.

Inference Engine 96

Inference Engine AI Tools ML Artificial Intelligence 96

Unite.AI

AUGUST 12, 2024

1 With a successful Series Seed funding round of $31 million led by Andreessen Horowitz and support from notable angel investors, Black Forest Labs has positioned itself at the forefront of generative AI research. Black Forest Labs Open-Source FLUX.1 manual_seed(int(time.time())), guidance_scale=3.5, ).images[0]

Generative AI 246

Generative AI Natural Language Processing Inference Engine AI Tools 246

Marktechpost

OCTOBER 20, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs appeared first on MarkTechPost.

AI Researcher 115

AI Researcher AI Research Inference Engine AI 115

Marktechpost

OCTOBER 17, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Researchers Propose ‘MODEL SWARMS’: A Collaborative Search Algorithm to Flexibly Adapt Diverse LLM Experts to Wide-Ranging Purposes appeared first on MarkTechPost.

LLM 110

LLM Algorithm AI Researcher AI Research 110

Marktechpost

OCTOBER 21, 2024

Large Language Models (LLMs) have gained significant attention in AI research due to their impressive capabilities. However, their limitation lies with long-term planning and complex problem-solving. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Neural Network 57

Neural Network Inference Engine Large Language Models AI 57

Unite.AI

JUNE 21, 2024

According to NVIDIA's benchmarks , TensorRT can provide up to 8x faster inference performance and 5x lower total cost of ownership compared to CPU-based inference for large language models like GPT-3. This engine can then be used to perform efficient inference on the GPU, leveraging CUDA for accelerated computation.

Deep Learning 130

Deep Learning Neural Network Convolutional Neural Networks Large Language Models 130

Marktechpost

OCTOBER 21, 2024

A team of researchers from Microsoft Responsible AI Research and Johns Hopkins University proposed Controllable Safety Alignment (CoSA) , a framework for efficient inference-time adaptation to diverse safety requirements. The adapted strategy first produces an LLM that is easily controllable for safety.

Large Language Models 57

Large Language Models Inference Engine AI AI 57

NVIDIA

JUNE 12, 2024

The team of AI researchers and engineers behind the open-source Jan.ai The researchers tested its implementation of TensorRT-LLM against the open-source llama.cpp inference engine across a variety of GPUs and CPUs used by the community. Source: Jan.ai

LLM 92

LLM AI AI Generative AI 92

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. All credit for this research goes to the researchers of this project. It preloads cold-activated neurons onto the CPU for computation and hot-activated neurons onto the GPU for instant access.

Large Language Models 139

Large Language Models Machine Learning LLM Inference Engine 139

Marktechpost

OCTOBER 18, 2024

Meta Lingua’s importance lies in its ability to simplify the experimentation process for NLP researchers. In an era where large language models are at the forefront of AI research, having access to a robust yet simple-to-use tool can make all the difference. If you like our work, you will love our newsletter.

LLM 104

LLM Inference Engine NLP Large Language Models 104

Marktechpost

SEPTEMBER 1, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] Overall, DeciCoder is more than just a model; it’s a realization of AI efficiency’s potential. The implications of this development are profound.

Large Language Models 117

Large Language Models Inference Engine LLM Automation 117

Marktechpost

AUGUST 25, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] Overall, DeciCoder is more than just a model; it’s a realization of AI efficiency’s potential. The implications of this development are profound.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

Unite.AI

APRIL 24, 2024

Lin Qiao, was formerly head of Meta's PyTorch and is the Co-Founder and CEO of Fireworks AI. Fireworks AI is a production AI platform that is built for developers, Fireworks partners with the world's leading generative AI researchers to serve the best models, at the fastest speeds.

AI 130

AI AI OpenAI Inference Engine 130