Calculate VRAM requirements for LLM models
Generate and view leaderboard for LLM evaluations
View and submit language model evaluations
Convert Stable Diffusion checkpoint to Diffusers and open a PR
Submit models for evaluation and view leaderboard
Compare and rank LLMs using benchmark scores
Rank machines based on LLaMA 7B v2 benchmark results
Display model benchmark results
Convert and upload model files for Stable Diffusion
Calculate survival probability based on passenger details
Export Hugging Face models to ONNX
Explain GPU usage for model training
Explore and visualize diverse models
The GGUF Model VRAM Calculator is a tool designed to help users estimate the VRAM requirements for running large language models (LLMs). It provides insights into the memory demands of various models, enabling users to optimize their hardware configurations for efficient performance.
What models are supported by the GGUF Model VRAM Calculator?
The calculator supports a wide range of LLMs, including popular models like GPT, T5, and others. For a complete list, refer to the tool's documentation.
How accurate are the VRAM estimates?
The estimates are highly accurate for most models, but they may vary slightly based on specific optimizations and implementation details.
Can I use the calculator for non-GPU hardware?
While the calculator is designed with GPU-based systems in mind, it can still provide insights for other hardware configurations. However, results may not be as precise.