HF-agents, CLI extension to find the best model/quant for your hardware
One command replaces manual GGUF hunting and hardware compatibility guesswork.
Hundreds of models & providers. One command to find what runs on your hardware.
The project nails a real pain: instead of guessing whether a 7B or 13B model will fit, llmfit inspects your system and ranks 94 models by fit, speed, context and quality, even recommending quantization and run modes and supporting multi‑GPU and MoE setups. The combo of an installable binary, interactive TUI for quick browsing and JSON output for automation makes it immediately useful; just remember its suggestions are heuristics — you’ll still want to validate edge cases with a real run.
Developers, ML practitioners, hobbyists and power users who run local LLMs or want to evaluate model fit for their hardware
One command replaces manual GGUF hunting and hardware compatibility guesswork.
Rust TUI agent with ast-grep search, though Aider dominates the CLI coding space.
Modular brain-body layer, but needs proof that swapping providers actually works seamlessly.
This brings the Vercel AI SDK ergonomics into Rust with a type-safe LanguageModelRequest builder, #[tool] macros to expose callable tools, streaming text and structured JSON outputs, and compatibility with Vercel UI stacks. The sheer provider count (70+) and ready-made agent tooling are compelling for Rust shops; quality will hinge on per-provider coverage and runtime compatibility, but the docs, examples, and CI indicate serious follow-through.
TUI dashboard for GSD projects with Claude session detection built in.
Sub-microsecond CAN frame detection with zero heap allocation in 122K lines of Rust.