Explore how Google’s Agent-to-Agent Protocol (A2A) and Anthropic’s Model Context Protocol (MCP) work together to improve AI agent efficiency and performance.

Clarifai Blog | Artificial Intelligence in Action

17.04.2025

Complete Guide to Audit Logging with Clarifai

Track every action on Clarifai, from model updates to user changes, using audit logs through the UI and gRPC API.

Clarifai Blog | Artificial Intelligence in Action

17.04.2025

How to Monitor and Control AI Workloads with Control Center

Control Center gives AI teams a single pane of glass to track usage, costs, and system performance — all in one unified dashboard.

Clarifai Blog | Artificial Intelligence in Action

11.04.2025

GPU Fractioning Explained: How to Run Multiple AI Workloads on a Single GPU

Learn what GPU fractioning is, how techniques like TimeSlicing and Multi-Instance GPU (MIG) work, and how Clarifai automates GPU sharing to run multiple AI workloads efficiently.

Clarifai Blog | Artificial Intelligence in Action

09.04.2025

Clarifai 11.3: Introducing AI Playground — LLM Battleground to Test Powerful AI Models

Discover the new AI Playground, a faster way to explore, test, and build with powerful AI models. Learn about improved labeling tools, platform updates, and Python SDK enhancements.

Clarifai Blog | Artificial Intelligence in Action

22.03.2025

NVIDIA A10 vs L40S GPUs for AI Workloads

Compare NVIDIA A10 and L40S GPUs for AI and LLM workloads. Explore their performance, specifications, and pricing to choose the right GPU for your projects.

Clarifai Blog | Artificial Intelligence in Action

13.03.2025

Clarifai 11.2: Automate Data Labeling at Scale with Human-in-the-Loop

Automate data labeling with AI and human review using Clarifai’s upgraded Labeling Tasks. Now in Public Preview!

Clarifai Blog | Artificial Intelligence in Action

08.03.2025

What is Data Labeling? The Key to Building High-Quality AI Models

Discover the importance of data labeling in AI model training and how Clarifai streamlines the process with high-quality labeling solutions.

Clarifai Blog | Artificial Intelligence in Action

07.03.2025

Optical Character Recognition (OCR): Converting Text into Digital Data

Discover how OCR technology converts images into machine-readable text and explore OCR models available on Clarifai to build intelligent text extraction systems.

Clarifai Blog | Artificial Intelligence in Action

06.03.2025

How Scaling to Zero Optimizes AI Infrastructure Costs

Learn how Scaling to Zero reduces AI infrastructure costs with Clarifai's Compute Orchestration, automatically scaling resources based on demand while optimizing performance.

Clarifai Blog | Artificial Intelligence in Action

19.02.2025

How AI and Computer Vision are Revolutionizing Defect Detection in Manufacturing

Discover how AI and computer vision are transforming defect detection in manufacturing, improving automated quality control, data preparation, and accuracy with object detection.

Clarifai Blog | Artificial Intelligence in Action

19.02.2025

Benchmarking Top Vision Language Models (VLMs) for Image Classification

Explore how Top Vision Language Models (VLMs) like GPT-4o and Qwen2-VL-7B perform in image classification.

Clarifai Blog | Artificial Intelligence in Action

19.02.2025

Optimizing LLMs: Comparing vLLM, LMDeploy, and SGLang

Discover how vLLM, LMDeploy, and SGLang optimize LLM inference efficiency. Learn about KV cache management, memory allocation and CUDA optimizations.

Clarifai Blog | Artificial Intelligence in Action

19.02.2025

Clarifai 11.1: Control Center (Public Preview): One Dashboard, Total Control Over Your AI Operations

Clarifai’s Control Center, GCP support for Compute Orchestration, DeepSeek-R1 distilled models, and the open-source Data Utils library.

Clarifai Blog | Artificial Intelligence in Action

28.01.2025

Optimizing Inference in the Age of Open-Source Innovation

How DeepSeek's latest R1 model highlights the need for an inference-focused, compute-first architecture for enterprises wanting to adopt AI.

Clarifai Blog | Artificial Intelligence in Action

16.01.2025

Clarifai 11.0: Streamline AI Insights with the Unified Clarifai Control Center

Control Center, Organization Settings, Python SDK enhancements, and platform improvements

Clarifai Blog | Artificial Intelligence in Action

07.12.2024

Clarifai 10.11: Compute Orchestration [Public-Preview]

Introducing the Public Preview of Compute Orchestration, new Control Center updates, and Single Input Viewer screen updates.

Clarifai Blog | Artificial Intelligence in Action

15.11.2024

Clarifai 10.10: Compute Orchestration [Private-Preview]

Introducing new Compute Orchestration, Pixtral 12B, Granite-3.0 models, enhanced data pre-processing pipelines, and more!

Clarifai Blog | Artificial Intelligence in Action

09.10.2024

Clarifai 10.9: Control Center: Your Unified AI Dashboard

Introducing Control Center, the Llama 3.2, o1-preview, and o1-mini models, along with new upload capabilities and more.

Clarifai Blog | Artificial Intelligence in Action

12.09.2024

Clarifai 10.8: Supercharge AI Models with Advanced Concept Mapping

Advanced Concept Management, Prompt-Guard-86M, updates to the Input Viewer screen, and more.

Clarifai Blog | Artificial Intelligence in Action

14.08.2024

Clarifai 10.7: Your Data, Your AI: Fine-Tune Llama 3.1

Fine-tune Llama 3.1 using the latest training template within the Clarifai Platform for your use cases. New Models: Llama 3.1 8B Instruct, GPT-4 o mini.

Clarifai Blog | Artificial Intelligence in Action

14.08.2024

Supercharge your LLM via Retrieval Augmented Fine-tuning

Learn about Retrieval Augmented Fine-Tuning (RAFT), a method that combines the benefits of Retrieval-Augmented Generation (RAG) with the power of Fine-Tuning.

Clarifai Blog | Artificial Intelligence in Action

14.08.2024

The Landscape of Multimodal Evaluation Benchmarks

Explore the key features of ten multimodal datasets and benchmarks to assess the performance of multimodal models.

Clarifai Blog | Artificial Intelligence in Action

10.07.2024

Clarifai 10.6: Click, Annotate, Dominate with Auto-Annotation

Auto-annotate your entire image dataset with a single click, integrated the Embedchain framework with Clarifai, and explore the newly published models, Florence-2-large and Claude 3.5 Sonnet, along with other new features and updates.

Clarifai Blog | Artificial Intelligence in Action

21.06.2024

Do LLMs Reign Supreme in Few-Shot NER? Part III

Explore the effectiveness of LLMs in few-shot Named Entity Recognition (NER) by comparing their performance using an LLM-based method.

Clarifai Blog | Artificial Intelligence in Action

13.06.2024

Clarifai 10.5: Gear Up Your AI: Fine-Tuning LLMs

Fine-tuning LLMs, Coding App template, Clarifai LiteLLM integration, New models: GPT-4o, Gemini-1.5-Flash, Snowflake Arctic-Instruct model, and other feature improvements and bug fixes.

Clarifai Blog | Artificial Intelligence in Action

15.05.2024

Clarifai 10.4: From Zero to App in 5 minutes

App templates, New Models: Llama-3, Mixtral, Command R Plus and other new improvements and bug fixes.

Clarifai Blog | Artificial Intelligence in Action

10.04.2024

Clarifai 10.3: Template Wizardry: Build Apps with a Click

Explore the latest updates on App templates, Node SDK, new models (Mistral Large, Deepgram Aura-TTS, Genstruct-7B, etc.), and many more.

Clarifai Blog | Artificial Intelligence in Action

20.03.2024

Nvidia's Breakthrough and Hybrid AI with Clarifai

Nvidia's GPU advancements combined with Clarifai's flexible AI platform are reshaping industries, offering seamless integration for groundbreaking AI solutions.

Clarifai Blog | Artificial Intelligence in Action

13.03.2024

Clarifai 10.2: Report card for your LLMs

Explore the latest updates on LLM Evaluation, new models (Claude 3, Gemma, and many more), notifications on remaining time for free deep training, and much more.

Clarifai Blog | Artificial Intelligence in Action

29.02.2024

Build a Retrieval-Augmented Generation (RAG) system in 4 lines of code

How to build a Retrieval-Augmented Generation system with Python in just 4 lines of code.

Clarifai Blog | Artificial Intelligence in Action

22.02.2024

Few-Shot Learning in Production

Clarifai collaborated with University of Toronto Engineering Science students (Machine Intelligence) on deploying efficient systems for few-shot image classification.

Clarifai Blog | Artificial Intelligence in Action

14.02.2024

Clarifai 10.1: RAG in 4 lines of code

Explore the latest updates on RAG, DSPy integration, incremental training of model versions, more features, and improvements.

Clarifai Blog | Artificial Intelligence in Action

07.02.2024

NextGen GPT AI Hackathon with Clarifai - Winners Announcement

Meet the Winners of the NextGen GPT AI Hackathon

Clarifai Blog | Artificial Intelligence in Action

31.01.2024

Multimodal AI with Cross-Modal Search

Learn the difference between unimodal, multimodal, and cross-modal, and build your first cross-modal search in under five minutes with Clarifai.

Clarifai Blog | Artificial Intelligence in Action

12.01.2024

Clarifai 10.0: Let's Get Chatty!

Explore the latest updates in text generation and model enhancements, including new UI features, advanced model options, and efficient training techniques.

Clarifai Blog | Artificial Intelligence in Action

06.01.2024

Databricks and Clarifai Data Integration

Explore the ClarifaiPyspark SDK for data annotation and AI insights, integrating Databricks for efficient cross-platform data management and analysis.

Clarifai Blog | Artificial Intelligence in Action

30.12.2023

Predictions for 2024

2024 will be the most important year ever for AI, with business ROI, hybrid cloud, LLMs, and vendor consolidation all having significant roles.

Clarifai Blog | Artificial Intelligence in Action

29.12.2023

What is RAG? (Retrieval Augmented Generation)

Retrieval Augmented Generation (RAG) enhances LLMs by integrating real-time, external knowledge, improving the quality of their responses.

home›Clarifai Blog | Artificial Intelligence in Action›Software

Clarifai Blog | Artificial Intelligence in Action - Software

What Are GPU Clusters and How They Accelerate AI Workloads

MCP (Model Context Protocol) vs A2A (Agent-to-Agent Protocol) Clearly Explained

Complete Guide to Audit Logging with Clarifai

How to Monitor and Control AI Workloads with Control Center

GPU Fractioning Explained: How to Run Multiple AI Workloads on a Single GPU

Clarifai 11.3: Introducing AI Playground — LLM Battleground to Test Powerful AI Models

NVIDIA A10 vs L40S GPUs for AI Workloads

Clarifai 11.2: Automate Data Labeling at Scale with Human-in-the-Loop

What is Data Labeling? The Key to Building High-Quality AI Models

Optical Character Recognition (OCR): Converting Text into Digital Data

How Scaling to Zero Optimizes AI Infrastructure Costs

How AI and Computer Vision are Revolutionizing Defect Detection in Manufacturing

Benchmarking Top Vision Language Models (VLMs) for Image Classification

Optimizing LLMs: Comparing vLLM, LMDeploy, and SGLang

Clarifai 11.1: Control Center (Public Preview): One Dashboard, Total Control Over Your AI Operations

Optimizing Inference in the Age of Open-Source Innovation

Clarifai 11.0: Streamline AI Insights with the Unified Clarifai Control Center

Clarifai 10.11: Compute Orchestration [Public-Preview]

Clarifai 10.10: Compute Orchestration [Private-Preview]

Clarifai 10.9: Control Center: Your Unified AI Dashboard

Clarifai 10.8: Supercharge AI Models with Advanced Concept Mapping

Clarifai 10.7: Your Data, Your AI: Fine-Tune Llama 3.1

Supercharge your LLM via Retrieval Augmented Fine-tuning

The Landscape of Multimodal Evaluation Benchmarks

Clarifai 10.6: Click, Annotate, Dominate with Auto-Annotation

Do LLMs Reign Supreme in Few-Shot NER? Part III

Clarifai 10.5: Gear Up Your AI: Fine-Tuning LLMs

Clarifai 10.4: From Zero to App in 5 minutes

Clarifai 10.3: Template Wizardry: Build Apps with a Click

Nvidia's Breakthrough and Hybrid AI with Clarifai

Clarifai 10.2: Report card for your LLMs

Build a Retrieval-Augmented Generation (RAG) system in 4 lines of code

Few-Shot Learning in Production

Clarifai 10.1: RAG in 4 lines of code

NextGen GPT AI Hackathon with Clarifai - Winners Announcement

Multimodal AI with Cross-Modal Search

Clarifai 10.0: Let's Get Chatty!

Databricks and Clarifai Data Integration

Predictions for 2024

What is RAG? (Retrieval Augmented Generation)

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