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mithril-dedup-agent

Official

Scale ML data dedup with fast MinHash.

Data & Analytics#deduplication#ml#clustering#minhash#lsh#dataset-cleaning
Authorgar-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Builds mithril-dedup for ML dataset deduplication, enabling scalable MinHash, LSH, clustering, and document I/O tooling to clean large training sets efficiently.

Core Features & Use Cases

  • MinHash signature generation for large text collections
  • Locality-Sensitive Hashing to generate candidate pairs
  • Union-Find clustering to group duplicates
  • JSONL and Parquet I/O support for documents
  • Reference documentation and project status links for progress tracking

Quick Start

Run mithril-dedup on your dataset to identify near-duplicate documents and prepare a deduplicated output.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: mithril-dedup-agent
Download link: https://github.com/gar-ai/mallorn/archive/main.zip#mithril-dedup-agent

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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