Pruna AI

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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

sdiazlor published an article 10 days ago

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

davidberenstein1957 updated a collection 25 days ago

SmolLM2 - Smashed

davidberenstein1957 updated a collection 25 days ago

SmolLM2 - Smashed

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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/methinkss-mt6-GGUF-smashed

8B • Updated Jan 29, 2025 • 27

PrunaAI/Mithilhf01-mistral-pretraining-GGUF-smashed

54.8M • Updated Jan 28, 2025 • 49

PrunaAI/ajinkya-ftpl-gemma_loan_develop_28jan-GGUF-smashed

9B • Updated Jan 28, 2025 • 109

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

Updated Jan 28, 2025 • 64

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

7B • Updated Jan 23, 2025 • 4

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 • 9 • 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 • 1

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 • 17

PrunaAI/mobilevitv2_075.cvnets_in1k-turbo-green-smashed

Updated Nov 13, 2024 • 1

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 • 1 • 1

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

Updated Nov 13, 2024 • 5 • 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 • 15 • 17

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

8B • Updated Nov 9, 2024 • 2

PrunaAI/FLUX.1-schnell-8bit

Updated Oct 30, 2024 • 2 • 3

PrunaAI/dbrx-instruct-bnb-4bit

136B • Updated Oct 21, 2024 • 5 • 10

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

7B • Updated Aug 23, 2024 • 173 • 1

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

7B • Updated Aug 23, 2024 • 94 • 2

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

Updated Aug 19, 2024 • 3

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

2B • Updated Aug 18, 2024 • 71

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

73B • Updated Aug 18, 2024 • 132