jevmlx

by bnsd55 · Agent Tool · ★ 70

About jevmlx

jevmlx Typed decisions from a local model on Apple Silicon. One batched forward pass, every field at once, with a probability per field. Asking an LLM for JSON means parsing what it wrote, fixing what drifted, and retrying until it parses. jevmlx takes a schema of booleans, enums, and multi-selects, scores every allowed answer for every field in one forward pass, and assembles the JSON itself. Nothing is generated token by token: the output is valid by construction and every field carries a probability.

apple-siliconjevlocal-llmlocal-modelsmlx

Quick Facts

Stars70
Forks8
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score67.8233791266676/100
Open Issues7
Last Updated2026-10-14
Created2026-09-17
Platformspython
Est. Tokens~15k

Compatible Skills

These tools work well together with jevmlx for enhanced workflows:

  • Rapid-MLX — semantic(0.42)+complementary+shared_fw(ollama,openai)+rare_topics+same_lang+shared_platform (75%)
  • llm_context_benchmarks — semantic(0.21)+complementary+shared_fw(ollama,openai)+same_lang+similar_pop+shared_platform (73%)
  • simple-llm-cli — semantic(0.17)+complementary+shared_fw(ollama,openai)+same_lang+similar_pop+shared_platform (72%)
  • llcat — semantic(0.17)+complementary+shared_fw(ollama,openai)+same_lang+similar_pop+shared_platform (72%)

More Agent Tool Tools

Explore other popular agent tool tools:

View all Agent Tool tools →

Popular Python Agent Tools

Frequently Asked Questions

What is jevmlx?

jevmlx is Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.. It is categorized as a Agent Tool with 70 GitHub stars.

What programming language is jevmlx written in?

jevmlx is primarily written in Python. It covers topics such as apple-silicon, jev, local-llm.

How do I install or use jevmlx?

You can find installation instructions and usage details in the jevmlx GitHub repository at github.com/bnsd55/jevmlx. The project has 70 stars and 8 forks, indicating an active community.

What license does jevmlx use?

jevmlx is released under the MIT license, making it free to use and modify according to the license terms.

View on GitHub → Browse Agent Tool tools