Pruna AI

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company

https://www.pruna.ai/

PrunaAI

PrunaAI

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AI & ML interests

Efficient machine learning for any model and hardware: pruning, quantization, compilation, and more.

Recent Activity

davidberenstein1957 updated a collection 1 day ago

p-image-edit-loras

davidberenstein1957 updated a collection 1 day ago

p-image-edit-loras

davidberenstein1957 updated a collection 1 day ago

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Articles

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

SmolLM-Smashed: Tiny Giants, Optimized for Speed

AI Model Optimization More Flexible Than Ever

Effective Prompting for Generative Vision Models

Measuring What Matters: Objective Metrics for Image Generation Assessment

Faster ComfyUI Nodes for Flux and Stable Diffusion with Pruna

🔥 Announcing FLUX-Juiced: The Fastest Image Generation Endpoint (2.6 times faster)!

An Introduction to AI Model Optimization Techniques

Optimise AI Models and Make Them Faster, Smaller, Cheaper, Greener

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PrunaAI 's models 426

PrunaAI/Segmind-Vega-smashed

Text-to-Image • Updated Nov 4, 2025 • 34 • 2

PrunaAI/test-save-tiny-stable-diffusion-pipe-smashed-pro

Text-to-Image • Updated Sep 25, 2025 • 2

PrunaAI/test-save-tiny-random-llama3-smashed-pro

Text Generation • 4.11M • Updated Sep 25, 2025 • 7

PrunaAI/test-save-tiny-random-llama4-smashed

Text Generation • 6.52M • Updated Aug 8, 2025 • 4

PrunaAI/wan-t2v-tiny-random

Updated Aug 8, 2025 • 2

PrunaAI/whisper-v3-tiny-random

Automatic Speech Recognition • 437k • Updated Aug 8, 2025 • 3

PrunaAI/nvidia-Llama-3.1-Nemotron-Nano-4B-v1.1-HQQ-4bit-smashed

Updated Aug 2, 2025 • 1

PrunaAI/dphn-dolphin-2.0-mistral-7b-HQQ-8bit-smashed

Updated Jul 14, 2025

PrunaAI/dphn-dolphin-2.9-llama3-8b-HQQ-8bit-smashed

Updated Jul 14, 2025 • 3

PrunaAI/FLUX.1-schnell-smashed-no-compile

Text-to-Image • Updated Jul 9, 2025 • 10

PrunaAI/FLUX.1-schnell-smashed

Text-to-Image • Updated Jul 9, 2025 • 1 • 5

PrunaAI/FLUX.1-dev-smashed-no-compile

Text-to-Image • Updated Jul 9, 2025 • 88

PrunaAI/test-load-tiny-random-llama3-smashed-pro

Text Generation • 4.11M • Updated Jul 3, 2025 • 1

PrunaAI/test-load-tiny-stable-diffusion-pipe-smashed

Text-to-Image • Updated Jun 10, 2025 • 18

PrunaAI/test-load-tiny-stable-diffusion-pipe-smashed-pro

Text-to-Image • Updated Jun 10, 2025 • 2

PrunaAI/ALLaM-AI-ALLaM-7B-Instruct-preview-HQQ-4bit-smashed

Updated Jun 5, 2025 • 4

PrunaAI/HuggingFaceTB-SmolLM2-135M-Instruct-bnb-8bit-smashed

0.1B • Updated Jun 5, 2025 • 1

PrunaAI/Gustavosta-MagicPrompt-Stable-Diffusion-bnb-8bit-smashed

0.1B • Updated Apr 4, 2025 • 69

PrunaAI/tiiuae-falcon-7b-bnb-4bit-smashed

7B • Updated Apr 4, 2025 • 1

PrunaAI/deepseek-ai-DeepSeek-R1-Distill-Qwen-1.5B-HQQ-4bit-smashed

Updated Apr 4, 2025 • 1

PrunaAI/teknium-OpenHermes-2.5-Mistral-7B-bnb-4bit-smashed

7B • Updated Apr 4, 2025 • 1

PrunaAI/microsoft-Phi-3-mini-128k-instruct-bnb-4bit-smashed

4B • Updated Apr 4, 2025 • 40

PrunaAI/NousResearch-Hermes-2-Pro-Mistral-7B-GGUF-smashed

7B • Updated Apr 2, 2025 • 4

PrunaAI/mistralai-Mistral-7B-Instruct-v0.2-GGUF-smashed

7B • Updated Apr 2, 2025 • 77

PrunaAI/mistralai-Mistral-7B-v0.1-GGUF-smashed

7B • Updated Apr 2, 2025 • 41

PrunaAI/microsoft-phi-2-GGUF-smashed

3B • Updated Apr 2, 2025 • 42

PrunaAI/Gustavosta-MagicPrompt-Stable-Diffusion-bnb-4bit-smashed

0.1B • Updated Apr 2, 2025 • 1

PrunaAI/openai-community-gpt2-GGUF-smashed

0.1B • Updated Apr 2, 2025 • 621 • 1

PrunaAI/google-gemma-3-4b-it-GGUF-smashed

4B • Updated Mar 31, 2025 • 67 • 1

PrunaAI/HuggingFaceTB-SmolLM2-1.7B-Instruct-HQQ-4bit-smashed

Updated Mar 29, 2025