Inference Engine, Natural Language Processing and NLP

Inference Engine

Natural Language Processing

NLP

The NLP Cypher | 02.14.21

Towards AI

JULY 19, 2023

John on Patmos | Correggio NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 02.14.21 DeepSparse: a CPU inference engine for sparse models. Sparsify: a UI interface to optimize deep neural networks for better inference performance. The Vision of St. torch==1.2.0…

NLP

NLP Neural Network Natural Language Processing BERT

NLP News Cypher | 07.26.20

Towards AI

JULY 21, 2023

Photo by Will Truettner on Unsplash NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER NLP News Cypher | 07.26.20 GitHub: Tencent/TurboTransformers Make transformers serving fast by adding a turbo to your inference engine!Transformer These 2 repos encompass NLP and Speech modeling.

NLP

NLP Natural Language Processing Inference Engine Chatbots

Join 15,000+

professionals

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Webinars

Relevance, Reach, Return: How to Turn Marketing Trends From Hype to High-Impact

Automation, Evolved: Your New Playbook For Smarter Knowledge Work

MORE WEBINARS

Trending Sources

This AI Paper Introduces a Unified Perspective on the Relationship between Latent Space and Generative Models

Marktechpost

OCTOBER 23, 2024

Considering the major influence of autoregressive ( AR ) generative models, such as Large Language Models in natural language processing ( NLP ), it’s interesting to explore whether similar approaches can work for images. Don’t Forget to join our 55k+ ML SubReddit.

Natural Language Processing

Natural Language Processing Inference Engine NLP Large Language Models

Webinars

Relevance, Reach, Return: How to Turn Marketing Trends From Hype to High-Impact

Automation, Evolved: Your New Playbook For Smarter Knowledge Work

MORE WEBINARS

Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases

Marktechpost

OCTOBER 23, 2024

These conventional methods exhibit significant limitations, including poor integration of model dimensions and layers, which leads to diminished performance in complex NLP tasks. Substantial evaluation of broad datasets has validated the robustness and effectiveness of the Starbucks method for a wide range of NLP tasks.

NLP

NLP Neural Network Natural Language Processing Inference Engine

Meet PowerInfer: A Fast Large Language Model (LLM) on a Single Consumer-Grade GPU that Speeds up Machine Learning Model Inference By 11 Times

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation.

Large Language Models

Large Language Models Machine Learning LLM Natural Language Processing

This AI Paper from Amazon and Michigan State University Introduces a Novel AI Approach to Improving Long-Term Coherence in Language Models

Marktechpost

OCTOBER 26, 2024

Artificial intelligence (AI) is making significant strides in natural language processing (NLP), focusing on enhancing models that can accurately interpret and generate human language. A major issue facing NLP is sustaining coherence over long texts. If you like our work, you will love our newsletter.

NLP

NLP Natural Language Processing Inference Engine BERT

Deploying AI at Scale: How NVIDIA NIM and LangChain are Revolutionizing AI Integration and Performance

Unite.AI

SEPTEMBER 24, 2024

NVIDIA Inference Microservices (NIM) and LangChain are two cutting-edge technologies that meet these needs, offering a comprehensive solution for deploying AI in real-world environments. Understanding NVIDIA NIM NVIDIA NIM, or NVIDIA Inference Microservices, is simplifying the process of deploying AI models.

Inference Engine

Inference Engine Large Language Models AI AI

Microsoft Asia Research Introduces SPEED: An AI Framework that Aligns Open-Source Small Models (8B) to Efficiently Generate Large-Scale Synthetic Embedding Data

Marktechpost

OCTOBER 28, 2024

Text embedding, a central focus within natural language processing (NLP), transforms text into numerical vectors capturing the essential meaning of words or phrases. These embeddings enable machines to process language tasks like classification, clustering, retrieval, and summarization. in clustering, 88.2

NLP

NLP Natural Language Processing Inference Engine Large Language Models

Cohere for AI Releases Aya Expanse (8B & 32B): A State-of-the-Art Multilingual Family of Models to Bridge the Language Gap in AI

Marktechpost

OCTOBER 26, 2024

Despite rapid advancements in language technology, significant gaps in representation persist for many languages. Most progress in natural language processing (NLP) has focused on well-resourced languages like English, leaving many others underrepresented. Don’t Forget to join our 55k+ ML SubReddit.

Natural Language Processing

Natural Language Processing Inference Engine NLP AI

Meta AI Releases New Quantized Versions of Llama 3.2 (1B & 3B): Delivering Up To 2-4x Increases in Inference Speed and 56% Reduction in Model Size

Marktechpost

OCTOBER 24, 2024

This quantization approach retains the critical features and capabilities of Llama 3, such as its ability to perform advanced natural language processing (NLP) tasks, while making the models much more lightweight. The benefits are clear: Quantized Llama 3.2 Early benchmarking results indicate that Quantized Llama 3.2

Large Language Models

Large Language Models NLP Natural Language Processing Inference Engine

IBM Releases Granite 3.0 2B and 8B AI Models for AI Enterprises

Marktechpost

OCTOBER 21, 2024

The models are trained on over 12 trillion tokens across 12 languages and 116 programming languages, providing a versatile base for natural language processing (NLP) tasks and ensuring privacy and security. delivers powerful NLP features in a secure and transparent manner.

AI Modeling

AI Modeling Large Language Models Natural Language Processing Inference Engine

Anthropic AI Introduces a New Claude 3.5 Sonnet with Computer Use Feature, and Claude 3.5 Haiku

Marktechpost

OCTOBER 23, 2024

by generating elegant and articulate poetry in structured forms, demonstrating a powerful synergy of natural language processing (NLP) and creative AI. The technical backbone of Anthropic AI’s computer use feature is bridging NLP with autonomous software interaction. This capability allows Claude 3.5

Natural Language Processing

Natural Language Processing Inference Engine NLP Artificial Intelligence

The NLP Cypher | 02.14.21

Towards AI

JULY 21, 2023

NLP

NLP Neural Network Natural Language Processing BERT

Spark NLP 5.0: It’s All About That Search!

John Snow Labs

JULY 5, 2023

We are delighted to announce the release of Spark NLP 5.0, We are delighted to announce the release of Spark NLP 5.0, 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

NLP BERT LLM Natural Language Processing

Host ML models on Amazon SageMaker using Triton: TensorRT models

AWS Machine Learning Blog

MAY 8, 2023

Overall, TensorRT’s combination of techniques results in faster inference and lower latency compared to other inference engines. The TensorRT backend for Triton Inference Server is designed to take advantage of the powerful inference capabilities of NVIDIA GPUs. trtexec —onnx=model.onnx —saveEngine=model_bs16.plan

ML BERT Deep Learning Auto-complete

Artificial Intelligence Zone

The NLP Cypher | 02.14.21

NLP News Cypher | 07.26.20

Webinars

Trending Sources

This AI Paper Introduces a Unified Perspective on the Relationship between Latent Space and Generative Models

Webinars

Starbucks: A New AI Training Strategy for Matryoshka-like Embedding Models which Encompasses both the Fine-Tuning and Pre-Training Phases

Meet PowerInfer: A Fast Large Language Model (LLM) on a Single Consumer-Grade GPU that Speeds up Machine Learning Model Inference By 11 Times

This AI Paper from Amazon and Michigan State University Introduces a Novel AI Approach to Improving Long-Term Coherence in Language Models

Deploying AI at Scale: How NVIDIA NIM and LangChain are Revolutionizing AI Integration and Performance

Microsoft Asia Research Introduces SPEED: An AI Framework that Aligns Open-Source Small Models (8B) to Efficiently Generate Large-Scale Synthetic Embedding Data

Cohere for AI Releases Aya Expanse (8B & 32B): A State-of-the-Art Multilingual Family of Models to Bridge the Language Gap in AI

Meta AI Releases New Quantized Versions of Llama 3.2 (1B & 3B): Delivering Up To 2-4x Increases in Inference Speed and 56% Reduction in Model Size

IBM Releases Granite 3.0 2B and 8B AI Models for AI Enterprises

Anthropic AI Introduces a New Claude 3.5 Sonnet with Computer Use Feature, and Claude 3.5 Haiku

The NLP Cypher | 02.14.21

Spark NLP 5.0: It’s All About That Search!

Host ML models on Amazon SageMaker using Triton: TensorRT models

Stay Connected