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 published a model 1 day ago

PrunaAI/P-Q-Image-2.1-Remove-Object

sdiazlor updated a model 1 day ago

PrunaAI/P-Q-Image-2.1-Remove-Object-Comfy

sdiazlor updated a collection 1 day ago

Pruna Model Watch

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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 173

PrunaAI/microsoft-Phi-3-medium-128k-instruct-GGUF-smashed

14B • Updated Mar 25 • 135

PrunaAI/NousResearch-Hermes-2-Pro-Llama-3-70B-GGUF-smashed

71B • Updated Mar 25 • 1.23k

PrunaAI/JackFram-llama-68m-AWQ-4bit-smashed

68M • Updated Mar 25 • 43

PrunaAI/gpt2-GGUF-smashed

0.2B • Updated Mar 25 • 2.72k • 5

PrunaAI/Einstein-v6.1-Llama3-8B-bnb-4bit-smashed

8B • Updated Mar 25 • 168 • 1

PrunaAI/nvidia-Llama3-ChatQA-1.5-8B-GGUF-smashed

8B • Updated Mar 25 • 2.03k

PrunaAI/starcoder2-7b-GGUF-smashed

7B • Updated Mar 25 • 596

PrunaAI/OpenBioLLM-Llama3-70B-GGUF-smashed

71B • Updated Mar 25 • 838 • 3

PrunaAI/Unichat-llama3-Chinese-8B-GGUF-smashed

8B • Updated Mar 25 • 900 • 1

PrunaAI/Llama-3-8B-Web-GGUF-smashed

8B • Updated Mar 25 • 2.17k • 2

PrunaAI/EMO-1.5B-GGUF-smashed

2B • Updated Mar 25 • 1.08k • 1

PrunaAI/llava-llama-3-8b-v1_1-GGUF-smashed

8B • Updated Mar 25 • 1.75k • 3

PrunaAI/dolphin-2.9-llama3-70b-GGUF-smashed

71B • Updated Mar 25 • 1.23k • 4

PrunaAI/Llama-3-8B-Instruct-262k-GGUF-smashed

8B • Updated Mar 25 • 2.33k

PrunaAI/Llama-3-8b-64k-PoSE-GGUF-smashed

8B • Updated Mar 25 • 1.28k • 2

PrunaAI/Phi-3-mini-4k-instruct-GGUF-Imatrix-smashed

4B • Updated Mar 25 • 7.32k • 6

PrunaAI/Meta-Llama-3-8B-Instruct-GGUF-Imatrix-smashed

8B • Updated Mar 25 • 4.1k • 4

PrunaAI/llama3-42b-v0-GGUF-smashed

43B • Updated Mar 25 • 1.14k • 1

PrunaAI/Llama-3-8B-16K-GGUF-smashed

8B • Updated Mar 25 • 1.45k • 2

PrunaAI/dolphin-2.9-llama3-8b-GGUF-smashed

8B • Updated Mar 25 • 1.79k • 3

PrunaAI/Llama3-8B-Chinese-Chat-GGUF-smashed

8B • Updated Mar 25 • 786 • 31

PrunaAI/Meta-Llama-Guard-2-8B-GGUF-smashed

8B • Updated Mar 25 • 1.64k • 2

PrunaAI/CodeQwen1.5-7B-Chat-GGUF-smashed

7B • Updated Mar 25 • 302 • 2

PrunaAI/Llama-3-13B-Instruct-v0.1-GGUF-smashed

13B • Updated Mar 25 • 2.08k

PrunaAI/codegemma-7b-GGUF-smashed

9B • Updated Mar 25 • 541 • 1

PrunaAI/codegemma-2b-GGUF-smashed

3B • Updated Mar 25 • 1.29k • 5

PrunaAI/gemma-1.1-2b-it-GGUF-smashed

3B • Updated Mar 25 • 1.85k • 2

PrunaAI/Meta-Llama-3-8B-Instruct-GGUF-smashed

8B • Updated Mar 25 • 1.52k • 5

PrunaAI/gemma-2b-GGUF-smashed

3B • Updated Mar 25 • 1.29k • 2

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

3B • Updated Mar 25 • 1.49k • 2