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

sdiazlor published an article 11 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/snorkelai-Snorkel-Mistral-PairRM-DPO-bnb-4bit-smashed

7B • Updated Aug 2, 2024 • 7

PrunaAI/aiXcoder-aixcoder-7b-base-HQQ-4bit-smashed

Updated Aug 2, 2024 • 2

PrunaAI/aiXcoder-aixcoder-7b-base-QUANTO-int4bit-smashed

Updated Aug 2, 2024 • 1

PrunaAI/aiXcoder-aixcoder-7b-base-QUANTO-int2bit-smashed

Updated Aug 2, 2024 • 1

PrunaAI/THUDM-cogvlm2-llama3-chinese-chat-19B-int4-HQQ-1bit-smashed

Updated Aug 2, 2024 • 3 • 1

PrunaAI/openbmb-MiniCPM-2B-dpo-bf16-llama-format-QUANTO-int2bit-smashed

Updated Aug 2, 2024 • 1

PrunaAI/Chat2DB-Chat2DB-SQL-7B-HQQ-4bit-smashed

Updated Aug 2, 2024 • 2

PrunaAI/codellama-CodeLlama-13b-Instruct-hf-HQQ-2bit-smashed

Updated Aug 2, 2024 • 2

PrunaAI/PipableAI-pip-sql-1.3b-HQQ-4bit-smashed

Updated Aug 2, 2024 • 1

PrunaAI/01-ai-Yi-6B-200K-QUANTO-int2bit-smashed

Updated Aug 2, 2024 • 2

PrunaAI/AdaptLLM-medicine-chat-bnb-4bit-smashed

7B • Updated Aug 2, 2024 • 2

PrunaAI/cognitivecomputations-dolphin-2.9.2-qwen2-72b-GGUF-smashed

73B • Updated Aug 2, 2024 • 259

PrunaAI/Qwen2-72B-GGUF-smashed

73B • Updated Aug 2, 2024 • 28

PrunaAI/Codestral-22B-v0.1-GGUF

22B • Updated Aug 2, 2024 • 171 • 1

PrunaAI/Mistral-7B-Instruct-v0.3-GGUF-smashed

7B • Updated Aug 2, 2024 • 130

PrunaAI/Mistral-7B-v0.3-GGUF-smashed

7B • Updated Aug 2, 2024 • 90

PrunaAI/abacusai-Llama-3-Smaug-8B-GGUF-smashed

8B • Updated Aug 2, 2024 • 101 • 1

PrunaAI/tiiuae-falcon-11B-GGUF-smashed

11B • Updated Aug 2, 2024 • 73

PrunaAI/cognitivecomputations-Llama-3-8B-Instruct-abliterated-v2-GGUF-smashed

8B • Updated Aug 2, 2024 • 240 • 1

PrunaAI/llama-3-neural-chat-v2.2-8B-GGUF-smashed

8B • Updated Aug 2, 2024 • 38

PrunaAI/Llama-3-Refueled-GGUF-smashed

8B • Updated Aug 2, 2024 • 31 • 1

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

8B • Updated Aug 2, 2024 • 24

PrunaAI/rombodawg-Llama-3-8B-Instruct-Coder-GGUF-smashed

8B • Updated Aug 2, 2024 • 96 • 1

PrunaAI/defog-llama-3-sqlcoder-8b-GGUF-smashed

8B • Updated Aug 2, 2024 • 46 • 3

PrunaAI/dolphin-2.9.1-llama-3-8b-GGUF-smashed

8B • Updated Aug 2, 2024 • 19

PrunaAI/cognitivecomputations-dolphin-2.9.1-llama-3-8b-GGUF-smashed

8B • Updated Aug 2, 2024 • 2.1k • 2

PrunaAI/Dolphin-2.9.1-Phi-3-Kensho-4.5B-GGUF-smashed

7B • Updated Aug 2, 2024 • 33

PrunaAI/cognitivecomputations-Dolphin-2.9.1-Phi-3-Kensho-4.5B-GGUF-smashed

7B • Updated Aug 2, 2024 • 286 • 2

PrunaAI/Llama-3-8B-Instruct-Gradient-4194k-GGUF-smashed

8B • Updated Aug 2, 2024 • 14

PrunaAI/gradientai-Llama-3-8B-Instruct-Gradient-4194k-GGUF-smashed

8B • Updated Aug 2, 2024 • 136