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 26 days ago

SmolLM2 - Smashed

davidberenstein1957 updated a collection 26 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/internlm-internlm2-wqx-20b-GGUF-smashed

20B • Updated Jul 22, 2024 • 32

PrunaAI/karakuri-ai-karakuri-lm-70b-v0.1-GGUF-smashed

69B • Updated Jul 22, 2024 • 63

PrunaAI/BramVanroy-GEITje-7B-ultra-AWQ-4bit-smashed

7B • Updated Jul 21, 2024 • 1

PrunaAI/FreedomIntelligence-Apollo-7B-bnb-4bit-smashed

9B • Updated Jul 21, 2024 • 2 • 2

PrunaAI/ibm-granite-granite-3b-code-base-bnb-4bit-smashed

4B • Updated Jul 21, 2024 • 3

PrunaAI/AI-Sweden-Models-Llama-3-8B-instruct-QUANTO-int2bit-smashed

Updated Jul 21, 2024 • 2

PrunaAI/allenai-OLMo-7B-hf-bnb-4bit-smashed

7B • Updated Jul 19, 2024 • 1

PrunaAI/Vikhrmodels-Vikhr-7B-instruct_0.4-bnb-4bit-smashed

8B • Updated Jul 19, 2024 • 1

PrunaAI/openchat-openchat-3.5-0106-gemma-QUANTO-float8bit-smashed

Updated Jul 19, 2024 • 1

PrunaAI/DiscoResearch-Llama3-DiscoLeo-Instruct-8B-v0.1-QUANTO-int2bit-smashed

Updated Jul 19, 2024 • 3

PrunaAI/microsoft-Phi-3-small-128k-instruct-QUANTO-int4bit-smashed

Updated Jul 19, 2024 • 2

PrunaAI/dmis-lab-meerkat-7b-v1.0-bnb-4bit-smashed

7B • Updated Jul 19, 2024 • 1

PrunaAI/togethercomputer-evo-1-131k-base-HQQ-2bit-smashed

Updated Jul 18, 2024 • 6

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

73B • Updated Jul 17, 2024 • 59 • 1

PrunaAI/01-ai-Yi-9B-GGUF-smashed

9B • Updated Jul 17, 2024 • 102

PrunaAI/UnfilteredAI-UNfilteredAI-1B-GGUF-smashed

1B • Updated Jul 17, 2024 • 275 • 1

PrunaAI/internlm-internlm2-chat-7b-sft-HQQ-4bit-smashed

Updated Jul 17, 2024 • 2

PrunaAI/chujiezheng-Llama-3-Instruct-8B-SimPO-ExPO-GGUF-smashed

8B • Updated Jul 16, 2024 • 33

PrunaAI/microsoft-Phi-3-medium-4k-instruct-GGUF-smashed

14B • Updated Jul 16, 2024 • 404

PrunaAI/internlm-internlm2-math-plus-1_8b-HQQ-4bit-smashed

Updated Jul 15, 2024 • 2

PrunaAI/internlm-internlm2-math-plus-1_8b-bnb-4bit-smashed

2B • Updated Jul 15, 2024 • 4

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

14B • Updated Jul 15, 2024 • 116

PrunaAI/Steelskull-L3-Aethora-15B-GGUF-smashed

15B • Updated Jul 15, 2024 • 43

PrunaAI/KOCDIGITAL-Kocdigital-LLM-8b-v0.1-GGUF-smashed

8B • Updated Jul 15, 2024 • 44

PrunaAI/sbintuitions-sarashina2-13b-HQQ-2bit-smashed

Updated Jul 15, 2024 • 3

PrunaAI/internlm-internlm2-chat-1_8b-sft-bnb-4bit-smashed

2B • Updated Jul 15, 2024 • 2

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

71B • Updated Jul 14, 2024 • 150

PrunaAI/In2Training-FILM-7B-bnb-4bit-smashed

4B • Updated Jul 13, 2024 • 2

PrunaAI/mlfoundations-tabula-8b-AWQ-4bit-smashed

2B • Updated Jul 13, 2024 • 3

PrunaAI/Qwen-Qwen2-7B-Instruct-AWQ-4bit-smashed

8B • Updated Jul 13, 2024 • 2 • 1