Pruna AI - Make your AI models cheaper, faster, smaller ...

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May 21, 2025

Technical Article

Measuring What Matters: Objective Metrics for Image Generation Assessment

Generating high-quality visuals with state-of-the-art models is now more and mor...

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May 21, 2025

Technical Article

Measuring What Matters: Objective Metrics for Image Generation Assessment

Generating high-quality visuals with state-of-the-art models is now more and mor...

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May 21, 2025

Technical Article

Measuring What Matters: Objective Metrics for Image Generation Assessment

Generating high-quality visuals with state-of-the-art models is now more and mor...

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May 20, 2025

Technical Article

Faster ComfyUI Nodes for Flux and Stable Diffusion with Pruna

In today's rapidly evolving landscape of machine learning, accessibility and eff...

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May 20, 2025

Technical Article

Faster ComfyUI Nodes for Flux and Stable Diffusion with Pruna

In today's rapidly evolving landscape of machine learning, accessibility and eff...

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May 20, 2025

Technical Article

Faster ComfyUI Nodes for Flux and Stable Diffusion with Pruna

In today's rapidly evolving landscape of machine learning, accessibility and eff...

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May 8, 2025

Technical Article

Optimization Agent: Automatically Finding the Best AI Compression!

When it comes to scaling AI efficiently, configuration choices can make—or break...

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May 8, 2025

Technical Article

Optimization Agent: Automatically Finding the Best AI Compression!

When it comes to scaling AI efficiently, configuration choices can make—or break...

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May 8, 2025

Technical Article

Optimization Agent: Automatically Finding the Best AI Compression!

When it comes to scaling AI efficiently, configuration choices can make—or break...

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Apr 29, 2025

Announcement

5x Faster Inference Speeds on Serverless GPUs with Pruna AI and Koyeb

By combining Pruna with Koyeb, you can speed up your model optimizations, achiev...

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Apr 29, 2025

Announcement

5x Faster Inference Speeds on Serverless GPUs with Pruna AI and Koyeb

By combining Pruna with Koyeb, you can speed up your model optimizations, achiev...

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Apr 29, 2025

Announcement

5x Faster Inference Speeds on Serverless GPUs with Pruna AI and Koyeb

By combining Pruna with Koyeb, you can speed up your model optimizations, achiev...

flux-juiced the best Flux optimization out there

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Apr 23, 2025

Announcement

FLUX-Juiced: The Fastest Image Generation Endpoint (2.6x Faster!)

While compression is a widely applied technique that can reduce inference time,...

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Apr 23, 2025

Announcement

FLUX-Juiced: The Fastest Image Generation Endpoint (2.6x Faster!)

While compression is a widely applied technique that can reduce inference time,...

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Apr 23, 2025

Announcement

FLUX-Juiced: The Fastest Image Generation Endpoint (2.6x Faster!)

While compression is a widely applied technique that can reduce inference time,...

An overview of AI optimization Techniques

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Apr 18, 2025

Technical Article

An Introduction to AI Model Optimization Techniques

We will go over high level speed/cost/quality impact for AI optimization using b...

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Apr 18, 2025

Technical Article

An Introduction to AI Model Optimization Techniques

We will go over high level speed/cost/quality impact for AI optimization using b...

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Apr 18, 2025

Technical Article

An Introduction to AI Model Optimization Techniques

We will go over high level speed/cost/quality impact for AI optimization using b...

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Mar 26, 2024

Technical Article

Quantization for Image Generation Models to 3 bits: Shrinking Models, Keeping th...

Quantization isn’t just a technical optimization—it’s a game-changer for image g...

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Mar 26, 2024

Technical Article

Quantization for Image Generation Models to 3 bits: Shrinking Models, Keeping th...

Quantization isn’t just a technical optimization—it’s a game-changer for image g...

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Mar 26, 2024

Technical Article

Quantization for Image Generation Models to 3 bits: Shrinking Models, Keeping th...

Quantization isn’t just a technical optimization—it’s a game-changer for image g...

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Mar 24, 2025

Technical Article

Accelerating Image Generation: Going Beyond API Optimization from FAL, Replicate...

We compare the FLUX APIs provided by Replicate, fal, together.ai, and Fireworks...

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Mar 24, 2025

Technical Article

Accelerating Image Generation: Going Beyond API Optimization from FAL, Replicate...

We compare the FLUX APIs provided by Replicate, fal, together.ai, and Fireworks...

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Mar 24, 2025

Technical Article

Accelerating Image Generation: Going Beyond API Optimization from FAL, Replicate...

We compare the FLUX APIs provided by Replicate, fal, together.ai, and Fireworks...

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Mar 19, 2025

Release Note

Auto-Caching: Pushing the Limits of Caching for FLUX

We introduce Auto-Caching, a novel caching algorithm that achieves state-of-the-...

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Mar 19, 2025

Release Note

Auto-Caching: Pushing the Limits of Caching for FLUX

We introduce Auto-Caching, a novel caching algorithm that achieves state-of-the-...

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Mar 19, 2025

Release Note

Auto-Caching: Pushing the Limits of Caching for FLUX

We introduce Auto-Caching, a novel caching algorithm that achieves state-of-the-...

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Mar 20, 2025

Announcement

Pruna AI Open Sources Its AI Optimization Engine

Everyone Can Make AI Models Faster, Smaller, Cheaper, Greener

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Mar 20, 2025

Announcement

Pruna AI Open Sources Its AI Optimization Engine

Everyone Can Make AI Models Faster, Smaller, Cheaper, Greener

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Mar 20, 2025

Announcement

Pruna AI Open Sources Its AI Optimization Engine

Everyone Can Make AI Models Faster, Smaller, Cheaper, Greener

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Feb 7, 2025

Technical Article

Quantized LLMs on edge devices: Techniques and Challenges

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Feb 7, 2025

Technical Article

Quantized LLMs on edge devices: Techniques and Challenges

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Feb 7, 2025

Technical Article

Quantized LLMs on edge devices: Techniques and Challenges

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Feb 5, 2025

Technical Article

Make your AI Image Generation x5.6 Faster: Pruna X ComfyUI

In this blog post, you'll learn how to integrate the Pruna node into ComfyUI to...

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Feb 5, 2025

Technical Article

Make your AI Image Generation x5.6 Faster: Pruna X ComfyUI

In this blog post, you'll learn how to integrate the Pruna node into ComfyUI to...

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Feb 5, 2025

Technical Article

Make your AI Image Generation x5.6 Faster: Pruna X ComfyUI

In this blog post, you'll learn how to integrate the Pruna node into ComfyUI to...

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Feb 20, 2025

Case study

Beating torch.compile: 12× faster compilation time at Toongether.ai

Toongether cut latency by 40%, eliminated the 10-minute warm-up bottleneck, and...

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Feb 20, 2025

Case study

Beating torch.compile: 12× faster compilation time at Toongether.ai

Toongether cut latency by 40%, eliminated the 10-minute warm-up bottleneck, and...

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Feb 20, 2025

Case study

Beating torch.compile: 12× faster compilation time at Toongether.ai

Toongether cut latency by 40%, eliminated the 10-minute warm-up bottleneck, and...

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Feb 18, 2025

Leadership Thought

DeepSeek: an opportunity for Efficient AI

DeepSeek, an AI company, demonstrates efficient training of large language model...

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Feb 18, 2025

Leadership Thought

DeepSeek: an opportunity for Efficient AI

DeepSeek, an AI company, demonstrates efficient training of large language model...

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Feb 18, 2025

Leadership Thought

DeepSeek: an opportunity for Efficient AI

DeepSeek, an AI company, demonstrates efficient training of large language model...

comparison-flux-torch-compile-tensor-rt-pruna

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Feb 17, 2025

Technical Article

Unlock 2.7x Speedup for FLUX.1[dev]: A Comparison between torch.compile, TensorR...

FLUX.1[dev] image generation can be optimized using torch.compile for a 1.23× sp...

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Feb 17, 2025

Technical Article

Unlock 2.7x Speedup for FLUX.1[dev]: A Comparison between torch.compile, TensorR...

FLUX.1[dev] image generation can be optimized using torch.compile for a 1.23× sp...

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Feb 17, 2025

Technical Article

Unlock 2.7x Speedup for FLUX.1[dev]: A Comparison between torch.compile, TensorR...

FLUX.1[dev] image generation can be optimized using torch.compile for a 1.23× sp...

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Feb 10, 2025

Case study

From 0 to 100% Faster: How Scenario Optimized Image Generation in 3 Weeks

That moment came when Scenario explored a new use case: an image upscaler. An in...

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Feb 10, 2025

Case study

From 0 to 100% Faster: How Scenario Optimized Image Generation in 3 Weeks

That moment came when Scenario explored a new use case: an image upscaler. An in...

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Feb 10, 2025

Case study

From 0 to 100% Faster: How Scenario Optimized Image Generation in 3 Weeks

That moment came when Scenario explored a new use case: an image upscaler. An in...

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Feb 3, 2025

Technical Article

Pruna + Triton: A Winning Combination for High-Performance AI Deployments

Combining Pruna's optimization techniques with NVIDIA's Triton Inference Server...

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Feb 3, 2025

Technical Article

Pruna + Triton: A Winning Combination for High-Performance AI Deployments

Combining Pruna's optimization techniques with NVIDIA's Triton Inference Server...

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Feb 3, 2025

Technical Article

Pruna + Triton: A Winning Combination for High-Performance AI Deployments

Combining Pruna's optimization techniques with NVIDIA's Triton Inference Server...

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Jan 29, 2025

Technical Article

Standard Model Compression in ML Pipeline

Integrating model compression techniques like pruning and quantization into ML p...

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Jan 29, 2025

Technical Article

Standard Model Compression in ML Pipeline

Integrating model compression techniques like pruning and quantization into ML p...

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Jan 29, 2025

Technical Article

Standard Model Compression in ML Pipeline

Integrating model compression techniques like pruning and quantization into ML p...

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Jan 21, 2025

Technical Article

Boost Your Replicate Models with Pruna AI: A Step-by-Step Guide

Learn to optimize deep learning models using Pruna for faster inference, smaller...

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Jan 21, 2025

Technical Article

Boost Your Replicate Models with Pruna AI: A Step-by-Step Guide

Learn to optimize deep learning models using Pruna for faster inference, smaller...

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Jan 21, 2025

Technical Article

Boost Your Replicate Models with Pruna AI: A Step-by-Step Guide

Learn to optimize deep learning models using Pruna for faster inference, smaller...

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Jan 13, 2025

Case study

Solving Evaluation for 15 AI Models at a German Automotive Giant

Evaluation is a complex topic, as it involves numerous variables to consider bef...

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Jan 13, 2025

Case study

Solving Evaluation for 15 AI Models at a German Automotive Giant

Evaluation is a complex topic, as it involves numerous variables to consider bef...

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Jan 13, 2025

Case study

Solving Evaluation for 15 AI Models at a German Automotive Giant

Evaluation is a complex topic, as it involves numerous variables to consider bef...

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Jan 6, 2025

Technical Article

Hugging Face & Pruna AI: SmolLM2, Now 7x Smaller and 2x Faster

Pruna AI collaborated with Hugging Face to push the limits of model efficiency b...

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Jan 6, 2025

Technical Article

Hugging Face & Pruna AI: SmolLM2, Now 7x Smaller and 2x Faster

Pruna AI collaborated with Hugging Face to push the limits of model efficiency b...

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Jan 6, 2025

Technical Article

Hugging Face & Pruna AI: SmolLM2, Now 7x Smaller and 2x Faster

Pruna AI collaborated with Hugging Face to push the limits of model efficiency b...

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Dec 6, 2024

Announcement

Pruna AI has 9 papers at NeurIPS 2024

We are excited to announce that the Pruna AI team will present 9 papers at NeurI...

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Dec 6, 2024

Announcement

Pruna AI has 9 papers at NeurIPS 2024

We are excited to announce that the Pruna AI team will present 9 papers at NeurI...

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Dec 6, 2024

Announcement

Pruna AI has 9 papers at NeurIPS 2024

We are excited to announce that the Pruna AI team will present 9 papers at NeurI...

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Nov 27, 2024

Technical Article

Deep Dive Into Flux: Everything You Need to Know!

Deep dive into flux: our research pov, performance benchmarks, and everything yo...

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Nov 27, 2024

Technical Article

Deep Dive Into Flux: Everything You Need to Know!

Deep dive into flux: our research pov, performance benchmarks, and everything yo...

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Nov 27, 2024

Technical Article

Deep Dive Into Flux: Everything You Need to Know!

Deep dive into flux: our research pov, performance benchmarks, and everything yo...

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Nov 18, 2024

Announcement

Pruna AI secures $6.5 million to optimize machine learning models and empower AI...

Pruna AI, the AI optimization engine empowering ML teams to simplify code and st...

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Nov 18, 2024

Announcement

Pruna AI secures $6.5 million to optimize machine learning models and empower AI...

Pruna AI, the AI optimization engine empowering ML teams to simplify code and st...

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Nov 18, 2024

Announcement

Pruna AI secures $6.5 million to optimize machine learning models and empower AI...

Pruna AI, the AI optimization engine empowering ML teams to simplify code and st...

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Nov 18, 2024

Leadership Thought

How Pruna AI Contributes in Shaping France’s National AI Strategy?

🇪🇺 Today’s, we are incredibly proud to share Pruna AI's role in shaping France...

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Nov 18, 2024

Leadership Thought

How Pruna AI Contributes in Shaping France’s National AI Strategy?

🇪🇺 Today’s, we are incredibly proud to share Pruna AI's role in shaping France...

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Nov 18, 2024

Leadership Thought

How Pruna AI Contributes in Shaping France’s National AI Strategy?

🇪🇺 Today’s, we are incredibly proud to share Pruna AI's role in shaping France...

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Nov 8, 2024

Case study

Flux Schnell 3x Faster, 3x Cheaper? Mission Accomplished for Each AI

Each AI recently reached out to Pruna AI with a straightforward goal: enhance pe...

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Nov 8, 2024

Case study

Flux Schnell 3x Faster, 3x Cheaper? Mission Accomplished for Each AI

Each AI recently reached out to Pruna AI with a straightforward goal: enhance pe...

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Nov 8, 2024

Case study

Flux Schnell 3x Faster, 3x Cheaper? Mission Accomplished for Each AI

Each AI recently reached out to Pruna AI with a straightforward goal: enhance pe...

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Nov 1, 2024

Leadership Thought

Behind The Scenes of the European AI Program

On October 1st, we officially joined Meta’s European AI Program. While this is c...

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Nov 1, 2024

Leadership Thought

Behind The Scenes of the European AI Program

On October 1st, we officially joined Meta’s European AI Program. While this is c...

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Nov 1, 2024

Leadership Thought

Behind The Scenes of the European AI Program

On October 1st, we officially joined Meta’s European AI Program. While this is c...

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Oct 28, 2024

Technical Article

Achieve 2x to 4x Efficiency Gains on Databricks DBRX with Pruna AI

Check how pruning 4-bit quantized versions of DBRX-Base & DBRX-Instruct can help...

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Oct 28, 2024

Technical Article

Achieve 2x to 4x Efficiency Gains on Databricks DBRX with Pruna AI

Check how pruning 4-bit quantized versions of DBRX-Base & DBRX-Instruct can help...

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Oct 28, 2024

Technical Article

Achieve 2x to 4x Efficiency Gains on Databricks DBRX with Pruna AI

Check how pruning 4-bit quantized versions of DBRX-Base & DBRX-Instruct can help...

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Oct 21, 2024

Technical Article

Revolutionizing Protein Structure Prediction The Power of Advanced ML Efficiency

As ML models take on increasingly complex biological challenges, the importance...

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Oct 21, 2024

Technical Article

Revolutionizing Protein Structure Prediction The Power of Advanced ML Efficiency

As ML models take on increasingly complex biological challenges, the importance...

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Oct 21, 2024

Technical Article

Revolutionizing Protein Structure Prediction The Power of Advanced ML Efficiency

As ML models take on increasingly complex biological challenges, the importance...

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Oct 15, 2024

Announcement

print("Hello, world! Pruna’s New Brand Identity & Editorial Line is Here.")

We’re excited to kick off our blog with this first article, unveiling our brand-...

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Oct 15, 2024

Announcement

print("Hello, world! Pruna’s New Brand Identity & Editorial Line is Here.")

We’re excited to kick off our blog with this first article, unveiling our brand-...

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Oct 15, 2024

Announcement