Vramwise tool estimates LLM GPU fit before download

Vramwise is a new free tool designed to help users determine if a specific Large Language Model (LLM) will fit on their GPU or Mac before downloading it. The tool analyzes model parameters and configurations directly from Hugging Face, providing detailed memory requirements for various quantizations, including weights, KV cache, and total memory usage. It also estimates performance and supports advanced features like mixture-of-experts models and Apple Silicon limitations, offering a more accessible alternative to paid services. AI

IMPACT Simplifies hardware selection for local LLM deployment, reducing friction for hobbyists and engineers.

RANK_REASON New free tool for local LLM users to check hardware compatibility.

Read on dev.to — LLM tag →

• Apple Silicon
• ApX Machine Learning
• DeepSeek
• Gemma
• Hugging Face
• llama
• Qwen3-30B-A3B
• Qwen3_8B
• Qwen Qwen3 8B
• RTX 4090
• Vramwise

• product
• infra

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