Ross ROSS = Recommend OSS · open-source software intelligence for agents

mozilla-ai/llamafile

Distribute and run LLMs with a single file. observed · 2026-10-12

github.com/mozilla-ai/llamafile · homepage · C++ · NOASSERTION (other) observed · 2026-10-12

Health v2 · maintenance only

90/100

  • Activity 99
  • Release rhythm 83
  • Longevity 81

Flags: no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 35
  • age_days: 1136
  • days_rel: 35
  • days_push: 9
  • n_releases_24m: 14

Full methodology

Adoption not part of the score

26224 stars · 1650 forks observed · 2026-10-12

What it is AI-extracted, prompt v1, taxonomy v1, 2026-10-12, confidence 0.97

Llamafile packages LLMs and Whisper models into a single, portable executable. It runs locally on most operating systems without any installation or dependencies.

Use cases

  • run a large language model locally without installing Python or CUDA
  • transcribe audio files to text on any desktop OS using a single binary
  • experiment with different quantized GGUF models for edge devices
  • deploy a self‑contained LLM service on a Raspberry Pi or other low‑power hardware
  • create a portable AI tool that can be shared via a simple file download

When to choose

  • You need zero‑install, cross‑platform AI inference on CPUs only
  • You prefer a single binary that can be versioned and distributed easily
  • You want to run both LLM chat and speech‑to‑text locally without internet access

When to avoid

  • You require GPU acceleration or advanced CUDA features
  • You need a full‑stack serving platform with scaling, monitoring, and orchestration
  • You depend on a package manager or language‑specific ecosystem for integration

Facets

cli-tool · maturity active

llm-inference speech-recognition artificial-intelligence large-language-models speech-processing windows bsd cli single-file-executable local-inference gguf llama-cpp whisper-cpp cosmopolitan-libc linux macos

6 sources

Member repositories

RepositoryRoleHealth v2
mozilla-ai/llamafilemain90

For agents

markdown · JSON · MCP: product_card(name="mozilla-ai/llamafile")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem