AI Potluck
Model components / Inference code

llamafile

Mozilla AI

llamafile packages a large language model and the software to run it into a single cross-platform executable that runs without installation on macOS, Linux, BSD, and Windows. It combines llama.cpp with Cosmopolitan Libc to produce one file that works across operating systems and CPU architectures. Originally a Mozilla Builders project, it is now maintained by Mozilla.ai and ships a companion single-file speech-to-text tool, whisperfile.

GitHub's repository classifier reports NOASSERTION for this repo; the LICENSE body and README disagree with it, and the openness score follows the LICENSE body. Verified 2026-08-09 via GitHub, the LICENSE body, and the README.

Openness

5 high confidence
5.0
license
Apache-2.0(OSI)+MIT(OSI, for llama.cpp/whisper.cpp deltas)
source
public(mozilla-ai/llamafile)
core-gated
ungated

Fully OSI-licensed, source public, single-file llama.cpp+Cosmopolitan distribution; no proprietary tier. GitHub org renamed from Mozilla-Ocho to mozilla-ai; same repo, license and openness posture unchanged. GitHub's own classifier still reports NOASSERTION/"Other" for this repo, which the LICENSE body and README's licensing section both contradict with a plain Apache-2.0 (+ MIT deltas) statement.

Adoption

3 low confidence
3.0

Distributed as single-file binaries rather than as a package, so there is no download or pull count to band; GitHub stars are the only honest signal, and because a star is not a use they cap the level at 3. The 25,548 stars on the project's single repository fall in the >10K stars band, level 3. A popular local-inference convenience tool, but with no verified usage figure behind it.

Capability

3 medium confidence
3.0

Optimized for portability and zero-install local inference rather than datacenter throughput. Because it is built on llama.cpp it has none of the continuous-batching or tensor-parallel server scaling that vLLM offers, which places it mid-tier on an axis whose frontier is the high-throughput serving engines.

Verified 2026-08-09