AWS Machine Learning Blog

MAY 8, 2023

With kernel auto-tuning, the engine selects the best algorithm for the target GPU, maximizing hardware utilization. SageMaker MMEs can horizontally scale using an auto scaling policy and provision additional GPU compute instances based on specified metrics. Note that the cell takes around 30 minutes to complete. !docker

ML 99

ML BERT Deep Learning Auto-complete 99

John Snow Labs

JUNE 27, 2023

In this comprehensive overview, we will explore the definition, significance, and real-world applications of these game-changing models. In this section, we will provide an overview of two widely recognized LLMs, BERT and GPT, and introduce other notable models like T5, Pythia, Dolly, Bloom, Falcon, StarCoder, Orca, LLAMA, and Vicuna.

Large Language Models 52

Large Language Models BERT Natural Language Processing NLP 52

Unite.AI

SEPTEMBER 13, 2024

Kernel Auto-tuning : TensorRT automatically selects the best kernel for each operation, optimizing inference for a given GPU. Let’s break down the key components: Model Definition TensorRT-LLM allows you to define LLMs using a simple Python API. build/tensorrt_llm*.whl

Large Language Models 130

Large Language Models LLM Natural Language Processing Auto-complete 130

deepsense.ai

OCTOBER 8, 2023

Usually agents will have: Some kind of memory (state) Multiple specialized roles: Planner – to “think” and generate a plan (if steps are not predefined) Executor – to “act” by executing the plan using specific tools Feedback provider – to assess the quality of the execution by means of auto-reflection.

Auto-complete 111

Auto-complete LLM Software Engineer AI 111

Explosion

JULY 6, 2021

For example, you’ll be able to use the information that certain spans of text are definitely not PERSON entities, without having to provide the complete gold-standard annotations for the given example. spacy-dbpedia-spotlight Use DBpedia Spotlight to link entities ✍️ contextualSpellCheck Contextual spell correction using BERT ?

BERT 52

BERT NLP Auto-complete Python 52

TheSequence

MAY 24, 2023

This is also where I met Lewis Tunstall and as language models with BERT and GPT-2 started taking off we decided to start working on a textbook about transformer models and the Hugging Face ecosystem. data or auto-generated files). cell outputs) for code completion in Jupyter notebooks (see this Jupyter plugin ).

Auto-complete 59

Auto-complete ML Python Machine Learning 59

Explosion

JANUARY 31, 2021

de_dep_news_trf German bert-base-german-cased 99.0 95.8 - es_dep_news_trf Spanish bert-base-spanish-wwm-cased 98.2 94.4 - zh_core_web_trf Chinese bert-base-chinese 92.5 When you load a config, spaCy checks if the settings are complete and if all values have the correct types. Reproducibility with no hidden defaults.

NLP 52

NLP Python BERT Auto-classification 52