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. The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding.

Large Language Models 139

Large Language Models Machine Learning LLM Natural Language Processing 139

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 52

NLP BERT LLM Natural Language Processing 52

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. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

Natural Language Processing 109

Natural Language Processing Inference Engine NLP Large Language Models 109

Marktechpost

AUGUST 2, 2024

These systems rely on a domain knowledge base and an inference engine to solve specialized medical problems. AI is also revolutionizing Electronic Health Records (EHRs) by using techniques like RNN and NLP to analyze structured and unstructured data, aiding in risk prediction for conditions like hypertension and cardiac arrest.

Artificial Intelligence 120

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 120

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. If you like our work, you will love our newsletter.

AI Modeling 114

AI Modeling Large Language Models Natural Language Processing Inference Engine 114

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 103

Natural Language Processing Inference Engine NLP Artificial Intelligence 103

Marktechpost

OCTOBER 23, 2024

Sparse autoencoders have been benchmarked for error rates using human analysis, geometry visualizations, and NLP tasks. This idea is supported by work using sparse autoencoders and dimensionality reduction, but recent studies have raised doubts, showing non-linear or multidimensional representations in models like Mistral and Llama.

Neural Network 107

Neural Network Inference Engine Explainability NLP 107

Marktechpost

OCTOBER 17, 2024

The expanded compatibility with the Hugging Face Transformers library allows for easy use of more pretrained models, providing added flexibility for various NLP applications. The OpenVINO backend, which uses Intel’s OpenVINO toolkit, outperforms ONNX in some situations on the CPU. If you like our work, you will love our newsletter.

Neural Network 103

Neural Network Inference Engine NLP ML 103

Marktechpost

OCTOBER 22, 2024

In conclusion, the research presents a significant advancement in the field of NLP by providing a scalable, flexible solution to improve instruction-following in language models. This transferability suggests that activation steering can enhance a broader range of models across different applications, making the method highly versatile.

Large Language Models 111

Large Language Models Neural Network Inference Engine AI 111

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 94

ML BERT Deep Learning Auto-complete 94

Viso.ai

MAY 24, 2024

It uses formal languages, like first-order logic, to represent knowledge and an inference engine to draw logical conclusions based on user queries. This pattern recognition capability allows neural networks to perform tasks like image classification , object detection , and predicting the next word in NLP. Symbolic AI Mechanism.

Neural Network 52

Neural Network Robotics Automation Explainability 52

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. Heartbreaker Hey Welcome back!

NLP 98

NLP Neural Network Natural Language Processing BERT 98

Towards AI

JULY 21, 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. Heartbreaker Hey Welcome back!

NLP 52

NLP Neural Network Natural Language Processing BERT 52

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 117

Large Language Models NLP Natural Language Processing Inference Engine 117

Marktechpost

OCTOBER 18, 2024

This approach not only aids those directly involved in NLP research but also democratizes access to tools for large-scale model training, providing a valuable resource for those looking to experiment without overwhelming technical barriers. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

LLM 111

LLM NLP Inference Engine Large Language Models 111

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. The SPEED framework offers a practical, cost-effective alternative for the NLP community. For example, SPEED’s performance reached 78.4 in clustering, 88.2

NLP 111

NLP Natural Language Processing Inference Engine Large Language Models 111

Marktechpost

OCTOBER 14, 2024

By blending innovative architectural improvements with efficient training techniques, Zyphra has succeeded in creating a model that is not only accessible but also highly capable of meeting a variety of NLP needs. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Inference Engine 111

Inference Engine NLP ML AI 111

Marktechpost

OCTOBER 26, 2024

Most progress in natural language processing (NLP) has focused on well-resourced languages like English, leaving many others underrepresented. In conclusion, Aya Expanse represents a significant step towards democratizing AI and addressing the language gap in NLP. If you like our work, you will love our newsletter.

Natural Language Processing 103

Natural Language Processing Inference Engine NLP AI 103

Marktechpost

OCTOBER 15, 2024

Even the NLP models struggle to understand nuances in language, cultural differences, and the context of conversations. These models are trained on data collected from social media, which introduces bias and may not accurately represent diverse patient experiences. If you like our work, you will love our newsletter.

Data Scarcity 107

Data Scarcity Inference Engine Large Language Models Machine Learning 107