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 12 days ago

Slashing torch.compile Warmup & LoRA Swapping Times with Pruna

davidberenstein1957 updated a collection 27 days ago

SmolLM2 - Smashed

davidberenstein1957 updated a collection 27 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/CodeQwen1.5-7B-Chat-GGUF-smashed

7B • Updated Aug 2, 2024 • 269 • 2

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

17B • Updated Aug 2, 2024 • 163 • 1

PrunaAI/stablelm-2-12b-GGUF-smashed

12B • Updated Aug 2, 2024 • 58 • 1

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

13B • Updated Aug 2, 2024 • 196

PrunaAI/codegemma-7b-GGUF-smashed

9B • Updated Aug 2, 2024 • 138 • 1

PrunaAI/Meta-Llama-3-70b-instruct-AWQ-smashed

71B • Updated Aug 2, 2024 • 4 • 9

PrunaAI/codegemma-2b-GGUF-smashed

3B • Updated Aug 2, 2024 • 921 • 4

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

3B • Updated Aug 2, 2024 • 462 • 2

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

8B • Updated Aug 2, 2024 • 247 • 5

PrunaAI/Meta-Llama-3-70B-Instruct-GGUF-smashed

71B • Updated Aug 2, 2024 • 31 • 7

PrunaAI/gemma-2b-GGUF-smashed

3B • Updated Aug 2, 2024 • 418 • 2

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

3B • Updated Aug 2, 2024 • 126 • 2

PrunaAI/WizardLM-2-7B-GGUF-smashed

7B • Updated Aug 2, 2024 • 390 • 3

PrunaAI/codegemma-7b-it-GGUF-smashed

9B • Updated Aug 2, 2024 • 427 • 2

PrunaAI/lynn-7b-alpha-GGUF-smashed

7B • Updated Aug 2, 2024 • 327

PrunaAI/Poro-34B-GGUF-smashed

35B • Updated Aug 2, 2024 • 34

PrunaAI/zephyr-orpo-141b-A35b-v0.1-GGUF-smashed

141B • Updated Aug 2, 2024 • 158 • 4

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

7B • Updated Aug 2, 2024 • 200 • 1

PrunaAI/Mistral-22B-v0.2-GGUF-smashed

22B • Updated Aug 2, 2024 • 267 • 3

PrunaAI/phi-2-GGUF-smashed

3B • Updated Aug 2, 2024 • 85

PrunaAI/gpt2-large-bnb-8bit-smashed

0.8B • Updated Aug 2, 2024 • 1

PrunaAI/codegemma-2b-bnb-4bit-smashed

3B • Updated Aug 2, 2024 • 2 • 1

PrunaAI/deepseek-ai-deepseek-math-7b-base-bnb-4bit-smashed

7B • Updated Aug 2, 2024 • 6

PrunaAI/vinai-PhoGPT-4B-Chat-bnb-8bit-smashed

4B • Updated Aug 2, 2024 • 2

PrunaAI/cerebras-Cerebras-GPT-590M-bnb-4bit-smashed

0.6B • Updated Aug 2, 2024 • 3

PrunaAI/WizardLM-WizardCoder-3B-V1.0-bnb-8bit-smashed

3B • Updated Aug 2, 2024 • 1

PrunaAI/bigcode-tiny_starcoder_py-bnb-8bit-smashed

0.2B • Updated Aug 2, 2024 • 8

PrunaAI/nickypro-tinyllama-15M-bnb-8bit-smashed

15.2M • Updated Aug 2, 2024 • 2

PrunaAI/Nondzu-zephyr-speakleash-007-pl-8192-32-16-0.05-bnb-4bit-smashed

7B • Updated Aug 2, 2024 • 1

PrunaAI/pankajmathur-orca_mini_3b-bnb-4bit-smashed

3B • Updated Aug 2, 2024 • 2