Slopsome – a VRAM fit calculator and tok/s database for local LLMs
VRAM calculator with crowd-sourced tok/s benchmarks when model cards already exist.

Clean hardware-model compatibility checker, but solves a narrow, one-time lookup problem.
Mac owners, LLM enthusiasts, Apple Silicon users
Hugging Face Model Card · GPU Memory Calculator
VRAM calculator with crowd-sourced tok/s benchmarks when model cards already exist.
Finally answers the GGUF quant question everyone asks in Discord.
Ternary quantization and layer streaming for 140B models on Mac Mini, but claims lack real-world validation.
Real benchmark database for edge ML when most tools only guess at performance.
Frozen CLIP plus tiny trained head runs VLA training on Mac — no GPU required.
Solar-powered local bird AI is charming, but the tech (BirdNET + local inference) is established.