aprender-train
v0.60.0 ExperimentalTraining & Optimization library with autograd, LoRA, quantization, and model merging
Quick Verdict
- ✓Actively maintained (updated 7d ago)
- !Pre-1.0: API may have breaking changes
- ✓Trusted by 150 crates
- !Heavy dependency tree (66 direct deps)
- ✓Permissive license (MIT)
Security
Deep Insights
968 downloads in the last 30 days (32/day). Volume is roughly flat compared to the previous period.
150 crates depend on aprender-train. Reasonable ecosystem adoption, though not yet a core dependency.
The primary maintainer publishes 275 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.
66 direct dependencies. Consider the impact on compile times and supply chain complexity.
Notable dependents include entrenar, apr-cli, aprender-orchestrate, aprender-train-lora, aprender-train-distill. When high-quality crates choose aprender-train, it's a strong quality signal.
Health Breakdown
Recency, release consistency, active ratio
Yanked ratio, deps, size, maturity, features
Reverse deps, ownership, ecosystem
Downloads, momentum, growth trend
Docs, repo, license, metadata
Download Trend
Top Dependents
Most downloaded crates that depend on aprender-train
Version Adoption
Release Timeline
Feature Flags
default =["tui"]