LLM VRAM and Throughput Calculator
Wired White v1 Find which local LLMs fit your GPU, Mac or CPU—or which hardware fits a model. Compare KV memory, prefill, decode, runtime support and measured speed references.
#VRAM
Wired White v1 
Fine-Tuning VRAM and Time Calculator: Full, LoRA and QLoRA
Wired White v1 Estimate inference and training VRAM, maximum sequence length and microbatch, runtime and cost for full fine-tuning, LoRA and QLoRA. Compare GPU sharding, checkpointing and editable MFU assumptions.
