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 about 11 hours ago

p-image-edit-loras

davidberenstein1957 updated a collection about 11 hours ago

p-image-edit-loras

davidberenstein1957 updated a collection about 11 hours ago

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Articles

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

SmolLM-Smashed: Tiny Giants, Optimized for Speed

about 1 month ago

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 426

PrunaAI/methinkss-mt6-GGUF-smashed

8B • Updated Jan 29, 2025 • 50

PrunaAI/Mithilhf01-mistral-pretraining-GGUF-smashed

54.8M • Updated Jan 28, 2025 • 30

PrunaAI/ajinkya-ftpl-gemma_loan_develop_28jan-GGUF-smashed

9B • Updated Jan 28, 2025 • 180

PrunaAI/AIFunOver-Qwen2.5-7B-Instruct-1M-openvino-fp16-GGUF-smashed

Updated Jan 28, 2025 • 177

PrunaAI/OpenLLM-France-Lucie-7B-AWQ-4bit-smashed

7B • Updated Jan 23, 2025 • 5

PrunaAI/aryasuneesh-Qwen2.5-1.5B-Instruct-VLLM-parser-v5-bnb-8bit-smashed

2B • Updated Jan 5, 2025 • 1

PrunaAI/AIR-hl-Qwen2.5-1.5B-DPO-bnb-8bit-smashed

2B • Updated Jan 2, 2025

PrunaAI/bunnycore-Llama-3.2-3B-RP-DeepThink-bnb-8bit-smashed

3B • Updated Dec 27, 2024 • 7 • 1

PrunaAI/PJMixers-Dev-Qwen2.5-RomboTiesTest-7B-bnb-8bit-smashed

8B • Updated Dec 21, 2024 • 3 • 2

PrunaAI/distributed-optimized-gpt2-1b-bnb-8bit-smashed

1B • Updated Dec 10, 2024 • 18 • 1

PrunaAI/nroggendorff-smallama-it-bnb-8bit-smashed

0.1B • Updated Nov 22, 2024 • 10

PrunaAI/HuggingFaceTB-SmolLM2-360M-Instruct-bnb-8bit-smashed

0.4B • Updated Nov 21, 2024 • 1

PrunaAI/huyhoangt2201-llama-3.2-1b-sql_finetuned_multitableJidouka_5.0_merged-bnb-8bit-smashed

1B • Updated Nov 21, 2024

PrunaAI/MateoRov-Llama3.2-3b-SFF-Infinity-MateoRovere-bnb-8bit-smashed

3B • Updated Nov 18, 2024

PrunaAI/y-ohtani-google_gemma-2-2b-jpn-it_4bit-jp-bnb-8bit-smashed

3B • Updated Nov 17, 2024 • 1

PrunaAI/distributed-optimized-gpt2-1b-bnb-smashed

1B • Updated Nov 13, 2024 • 28

PrunaAI/mobilevitv2_075.cvnets_in1k-turbo-green-smashed

Updated Nov 13, 2024

PrunaAI/yehiaserag-anime-pencil-diffusion-turbo-tiny-green-smashed

Updated Nov 13, 2024 • 1 • 2

PrunaAI/hakurei-waifu-diffusion-turbo-green-smashed

Updated Nov 13, 2024 • 2 • 1

PrunaAI/CompVis-stable-diffusion-v1-4-turbo-tiny-green-smashed

Updated Nov 13, 2024 • 1 • 2

PrunaAI/stabilityai-stable-diffusion-2-1-turbo-green-smashed

Updated Nov 13, 2024 • 1 • 3

PrunaAI/runwayml-stable-diffusion-v1-5-turbo-tiny-green-smashed

Updated Nov 13, 2024 • 14 • 17

PrunaAI/BenevolenceMessiah-Qwen2.5-Coder-7B-Chat-Instruct-TIES-v1.2-bnb-smashed

8B • Updated Nov 9, 2024 • 3

PrunaAI/FLUX.1-schnell-8bit

Updated Oct 30, 2024 • 2 • 3

PrunaAI/dbrx-instruct-bnb-4bit

136B • Updated Oct 21, 2024 • 3 • 10

PrunaAI/speakleash-Bielik-7B-v0.1-GGUF-smashed

7B • Updated Aug 23, 2024 • 146 • 1

PrunaAI/unsloth-mistral-7b-v0.3-GGUF-smashed

7B • Updated Aug 23, 2024 • 81 • 2

PrunaAI/ilsp-Meltemi-7B-Instruct-v1.5-HQQ-4bit-smashed

Updated Aug 19, 2024 • 1

PrunaAI/SeaLLMs-SeaLLMs-v3-1.5B-GGUF-smashed

2B • Updated Aug 18, 2024 • 55

PrunaAI/Qwen-Qwen2-Math-72B-Instruct-GGUF-smashed

73B • Updated Aug 18, 2024 • 92