Calculate VRAM requirements for LLM models
Display and submit language model evaluations
View and submit LLM benchmark evaluations
Merge machine learning models using a YAML configuration file
Display LLM benchmark leaderboard and info
Browse and submit LLM evaluations
View and compare language model evaluations
Merge Lora adapters with a base model
GIFT-Eval: A Benchmark for General Time Series Forecasting
Compare model weights and visualize differences
Measure over-refusal in LLMs using OR-Bench
Explore GenAI model efficiency on ML.ENERGY leaderboard
View and submit language model evaluations
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.