TOOLS & PLATFORMS

Hugging Face

Tools & Platforms

Definition

Hugging Face is the most important open source platform for AI models, with over 500,000 models available for free. It offers model hosting, datasets, demo spaces, and fine-tuning tools. For SMEs with technical expertise, Hugging Face is a marketplace where you can find pre-trained models for any task, from text classification to OCR.

Related terms

Tools & Platforms

Python

Python is the dominant programming language in AI and machine learning. Its ecosystem includes libraries such as TensorFlow, PyTorch, scikit-learn, and pandas. Nearly all AI models are developed in Python. For SMEs looking to build internal AI competence, Python is the language to learn. Even non-programmers can use it for simple automations.

NLP & Language

LLM (Large Language Model)

An LLM is a large-scale language model trained on enormous amounts of text, capable of understanding and generating natural language with advanced reasoning abilities. Claude, GPT-4, and Gemini are LLMs. For SMEs, LLMs are the most versatile tool available: they can write, translate, analyze, code, and reason about complex problems.

AI Fundamentals

Fine-Tuning

Fine-tuning is the process of additional training of a pre-trained AI model on domain-specific data. It allows you to specialize a general model for particular tasks, such as classifying business documents or answering questions about your industry. It is more economical and faster than training a model from scratch.

EXPLORE

More terms in Tools & Platforms

Claude

Claude is the AI model developed by Anthropic, designed to be helpful, honest, and safe. It excels in analysis of complex documents, reasoning, writing, and programming. With a context window up to 200K tokens, it can analyze entire financial reports, contracts, and technical manuals in a single conversation. It is the preferred model for enterprise applications requiring reliability.

ChatGPT

ChatGPT is the OpenAI AI application based on GPT models that brought generative AI to the mainstream. It enables natural language conversations, content generation, data analysis, and image creation. For SMEs, it is often the first point of contact with AI: from brainstorming to drafting emails, from translation to report analysis.

Gemini

Gemini is Google's family of multimodal AI models, integrated into Google Workspace and available via API. It excels in analyzing large data volumes and integrating with the Google ecosystem. For businesses using Google Workspace, Gemini can analyze emails, create presentations, process spreadsheets, and answer questions about their documents.

Perplexity

Perplexity is an AI search engine that answers questions in natural language while citing sources. Unlike traditional search engines that return links, Perplexity provides structured answers with verifiable references. For businesses, it is an excellent tool for market research, competitive analysis, and staying updated on regulations and industry trends.

Copilot (Microsoft)

Microsoft Copilot is the AI assistant integrated into Microsoft 365 (Word, Excel, PowerPoint, Outlook, Teams). It allows generating documents, analyzing Excel data with natural language, creating presentations from briefs, and summarizing Teams meetings. For SMEs using Microsoft 365, Copilot is the most immediate way to bring AI into every employee's daily work.

OpenAI

OpenAI is the company that developed ChatGPT, GPT-4, DALL-E, and Whisper. It is the leading AI model provider via API, with millions of developers and companies integrating its models into their products. For SMEs, OpenAI APIs offer access to advanced AI capabilities with pay-per-use pricing, without the need for proprietary AI infrastructure.

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