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ruvllm-esp32

v0.3.2 Experimental

Tiny LLM inference for ESP32 microcontrollers with INT8/INT4 quantization, multi-chip federation, RuVector semantic memory, and SNN-gated energy optimization

MIT Edition 2021 MSRV 1.75
ScienceEmbedded developmentNo standard library #embedded#microcontroller#inference#esp32#llm

Quick Verdict

  • !Pre-1.0: API may have breaking changes
  • โœ“Permissive license (MIT)

Security

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Downloads
95
Dependents
0
Releases
6
Size
169KB

Deep Insights

๐Ÿ“‰
Download decline

10 downloads in the last 30 days, down 29% from the previous period. May indicate migration to alternatives.

๐Ÿ‘ค
Prolific maintainer

The primary maintainer publishes 293 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.

Health Breakdown

Maintenance 20/25

Recency, release consistency, active ratio

Quality 15/25

Yanked ratio, deps, size, maturity, features

Community 6/20

Reverse deps, ownership, ecosystem

Popularity 2/15

Downloads, momentum, growth trend

Documentation 15/15

Docs, repo, license, metadata

Download Trend

Daily downloads ยท last 90 days
0/day avg+51%
024612/301/172/42/223/123/29

Version Adoption

v0.3.2
26%
v0.2.0
20%
v0.3.0
19%
v0.3.1
19%
v0.1.0
17%

Release Timeline

6 releasessince 2025
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Feature Flags

default =["host-test", "federation"]

q4q8binaryno_stdesp32-stdhost-test*federation*esp32s3-simdself-learning

README

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Maintainers

Dependencies
11
direct dependencies
Dependents
0
crates depend on ruvllm-esp32

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