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crucible_ir

0.3.0
0.3.0 0.2.1 0.2.0 0.1.1 0.1.0

Intermediate Representation for the Crucible ML reliability ecosystem

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Packages depending on crucible_ir

15 packages
  • llm_guard v0.3.1

    AI Firewall and guardrails for LLM-based Elixir applications. Provides prompt injection detection, data leakage prevention, jailbreak detection, and comprehensive security guardrails.

    Updated 4 months ago

    273
    recent downloads
  • crucible_framework v0.5.2

    CrucibleFramework: A thin orchestration layer for experiment pipelines. Provides pipeline execution, stage behaviour, and optional persistence.

    Updated 4 months ago

    185
    recent downloads
  • crucible_datasets v0.5.4

    Dataset management and caching for AI research benchmarks

    Updated 4 months ago

    179
    recent downloads
  • ex_fairness v0.5.1

    Fairness and bias detection library for Elixir AI/ML systems. Provides comprehensive fairness metrics, bias detection algorithms, and mitigation techniques.

    Updated 4 months ago

    105
    recent downloads
  • crucible_bench v0.4.0

    Comprehensive benchmarking framework for AI research. Measures latency, throughput, cost, and reliability with percentile analysis and Nx numerical computations.

    Updated 4 months ago

    97
    recent downloads
  • crucible_xai v0.4.0

    Explainable AI (XAI) tools for the Crucible framework. Includes LIME implementations, SHAP-like explanations, feature attribution, and model interpretability for local and global explanations.

    Updated 4 months ago

    80
    recent downloads
  • crucible_model_registry v0.3.1

    Model versioning, artifact storage, and lineage tracking for ML pipelines

    Updated 4 months ago

    77
    recent downloads
  • crucible_trace v0.3.1

    Structured causal reasoning chain logging for LLMs. Captures decision-making processes with cryptographic verification for transparency and debugging.

    Updated 4 months ago

    73
    recent downloads
  • crucible_ensemble v0.4.1

    Multi-model ensemble prediction with voting strategies for AI reliability. Leverages BEAM parallelism for massively concurrent LLM queries.

    Updated 4 months ago

    65
    recent downloads
  • crucible_adversary v0.4.0

    Adversarial testing and robustness framework for AI models with 25 attacks (character/word/semantic perturbations, prompt injection, jailbreak, extraction, inversion), defenses (detection/filtering...

    Updated 4 months ago

    65
    recent downloads
  • crucible_telemetry v0.4.0

    Advanced telemetry collection and analysis for AI research

    Updated 4 months ago

    61
    recent downloads
  • crucible_hedging v0.4.1

    Request hedging for tail latency reduction in distributed systems. Implements Google's 'Tail at Scale' with adaptive strategies. Reduces P99 latency by 75-96%.

    Updated 4 months ago

    60
    recent downloads
  • crucible_deployment v0.2.1

    Model deployment orchestration with health checking and rollback

    Updated 4 months ago

    54
    recent downloads
  • crucible_train v0.2.0

    Unified ML training infrastructure for Elixir/BEAM

    Updated 4 months ago

    52
    recent downloads
  • crucible_feedback v0.2.0

    Feedback collection, drift detection, and active learning for ML pipelines

    Updated 4 months ago

    41
    recent downloads
15 packages of 15 total

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Dependency Config

mix.exs

rebar.config

Gleam

erlang.mk

Package Details

Downloads Last 30 days, all versions
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this version

63

yesterday

2

last 7 days

12

all time

455

Last Updated

Jan 09, 2026

License

MIT

Build Tools

mix

Publisher

nshkrdotcom nshkrdotcom

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