Pruna AI

company

https://www.pruna.ai/

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AI & ML interests

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

Recent Activity

sdiazlor updated a model about 2 hours ago

PrunaAI/PrunaVAED

mehdiPrunaAI published a model about 19 hours ago

PrunaAI/PrunaVAED

mehdiPrunaAI updated a model 1 day ago

PrunaAI/PrunaVAED

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Articles

Pruna 0.3.2: More OSS Algos, More Ways to Optimize

LLM Architectures Explained: What Powers Today’s Top Models

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

View all articles

PrunaAI 's models 160

PrunaAI/PrunaVAED

Text-to-Video • Updated about 2 hours ago • 31

PrunaAI/ATH-MaaS-Marco-o1-HQQ-8bit-smashed

Updated Jun 27 • 8

PrunaAI/ATH-MaaS-Marco-o1-HQQ-4bit-smashed

Updated Jun 27 • 4

PrunaAI/WeiboAI-VibeThinker-3B-HQQ-8bit-smashed

Updated Jun 18 • 2

PrunaAI/WeiboAI-VibeThinker-3B-HQQ-4bit-smashed

Updated Jun 18 • 4 • 1

PrunaAI/openbmb-MiniCPM5-1B-HQQ-8bit-smashed

Updated May 27 • 9 • 1

PrunaAI/openbmb-MiniCPM5-1B-HQQ-4bit-smashed

Updated May 27 • 8

PrunaAI/NexaAI-octo-net-HQQ-8bit-smashed

Updated May 19 • 6

PrunaAI/NexaAI-octo-net-HQQ-4bit-smashed

Updated May 19 • 5

PrunaAI/ibm-granite-granite-4.1-8b-HQQ-8bit-smashed

Updated May 3 • 4

PrunaAI/ibm-granite-granite-4.1-8b-HQQ-4bit-smashed

Updated May 3 • 59

PrunaAI/flux2-klein-4b-smashed

Image-to-Image • 4B • Updated Apr 23 • 21 • 1

PrunaAI/Segmind-Vega-smashed

Text-to-Image • Updated Apr 14 • 38

PrunaAI/zed-industries-zeta-2-HQQ-8bit-smashed

Updated Apr 11 • 1

PrunaAI/zed-industries-zeta-2-HQQ-4bit-smashed

Updated Apr 11 • 2

PrunaAI/Gustavosta-MagicPrompt-Stable-Diffusion-GGUF-smashed

0.2B • Updated Mar 25 • 284 • 1

PrunaAI/chuanli11-Llama-3.2-3B-Instruct-uncensored-GGUF-smashed

4B • Updated Mar 25 • 92

PrunaAI/TheBloke-Wizard-Vicuna-30B-Uncensored-GPTQ-GGUF-smashed

Updated Mar 25 • 237 • 4

PrunaAI/google-gemma-2-2b-GGUF-smashed

3B • Updated Mar 25 • 41 • 1

PrunaAI/openai-community-gpt2-GGUF-smashed

0.1B • Updated Mar 25 • 223 • 1

PrunaAI/Ivanhoe9-finetune_T5_small_title_generation_NLP_cours-GGUF-smashed

60.5M • Updated Mar 25 • 55 • 1

PrunaAI/nirusanan-Qwen2.5-1.5B-NextJs-code-GGUF-smashed

2B • Updated Mar 25 • 149 • 1

PrunaAI/jth01-Virtuoso-Medium-v2-4.3bpw-exl2-GGUF-smashed

Updated Mar 25 • 13

PrunaAI/LoneStriker-DeepSeek-R1-Distill-Llama-70B-8.0bpw-h8-exl2-GGUF-smashed

64 • Updated Mar 25 • 109

PrunaAI/maheshhuggingface-Medical-Data-Question-Answers-finetuned-gpt2-GGUF-smashed

0.2B • Updated Mar 25 • 119 • 2

PrunaAI/jpacifico-Chocolatine-14B-Instruct-DPO-v1.2-GGUF-smashed

14B • Updated Mar 25 • 244 • 1

PrunaAI/BCCard-Llama-3-Kor-BCCard-Finance-8B-GGUF-smashed

8B • Updated Mar 25 • 32

PrunaAI/deepseek-ai-DeepSeek-R1-Distill-Llama-8B-GGUF-smashed

8B • Updated Mar 25 • 106

PrunaAI/Chandru1697-gita-text-generation-gpt2-GGUF-smashed

0.2B • Updated Mar 25 • 26

PrunaAI/chandankumar07-gita-text-generation-gpt2-GGUF-smashed

0.2B • Updated Mar 25 • 66