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llm-samplers
v0.0.7 GrowingToken samplers for large language models
MIT Edition 2021
#machine-learning#deep-learning#ml#sampler
Quick Verdict
- ✕Not updated for 2+ years
- !Pre-1.0: API may have breaking changes
- ✓Permissive license (MIT)
Security
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Downloads
110.2K
Dependents
48
Releases
6
Size
28KB
Deep Insights
📈
Strong growth momentum
5.9K downloads in the last 30 days (197/day), up 52% from the previous period.
🔬
Pre-1.0 for over a year
Despite being 2+ years old, llm-samplers hasn't reached 1.0 yet. Expect potential API changes between versions.
📐
Compact crate
At 27KB, llm-samplers is lightweight. Small crate size correlates with focused, well-scoped functionality.
🌟
Used by top crates
Notable dependents include kalosm-language-model, kalosm-llama, rphi, rmistral, reasonkit-core. When high-quality crates choose llm-samplers, it's a strong quality signal.
Health Breakdown
Maintenance 4/25
Recency, release consistency, active ratio
Quality 14/25
Yanked ratio, deps, size, maturity, features
Community 8/20
Reverse deps, ownership, ecosystem
Popularity 6/15
Downloads, momentum, growth trend
Documentation 10/15
Docs, repo, license, metadata
Download Trend
Daily downloads · last 90 days
141/day avg+76%
Top Dependents
Most downloaded crates that depend on llm-samplers
Version Adoption
v0.0.6
51%
v0.0.7
46%
v0.0.5
1%
v0.0.4
1%
v0.0.3
1%
Release Timeline
6 releasessince 2023
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README
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Maintainers
Dependencies
4
direct dependencies
Dependents
48
crates depend on llm-samplers