rullama-finetune
v0.12.0 ExperimentalCloud fine-tune APIs (OpenAI, Anthropic, Together, Fireworks, Anyscale, Bedrock, Vertex AI) for the rullama agent framework. Dataset pipelines live in `rullama-datasets`; local LoRA/QLoRA/DoRA fine-tuning lives in `rullama-lora`.
Quick Verdict
- ✓Actively maintained (updated 12d ago)
- !Pre-1.0: API may have breaking changes
- !Heavy dependency tree (21 direct deps)
- ✓Permissive license (MIT OR Apache-2.0)
Security
Deep Insights
91 downloads in the last 30 days (3/day), up 82% from the previous period.
The primary maintainer publishes 101 crates. This suggests deep Rust expertise and long-term commitment to the ecosystem.
21 direct dependencies. Consider the impact on compile times and supply chain complexity.
At 42KB, rullama-finetune is lightweight. Small crate size correlates with focused, well-scoped functionality.
Health Breakdown
Recency, release consistency, active ratio
Yanked ratio, deps, size, maturity, features
Reverse deps, ownership, ecosystem
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Top Dependents
Most downloaded crates that depend on rullama-finetune
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Feature Flags
default =["cloud"]