train-fasttext
OfficialTrain FastText with size-accuracy trade-offs.
Authorletta-ai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill guides training FastText text classification models under constraints that balance model size and accuracy.
Core Features & Use Cases
- Systematic experimentation: Quick baselines, hyperparameter sweeps, and autotuning.
- Compression tactics: Quantization and dimensionality reductions to meet size limits.
- Validation strategy: Proper validation splits and performance tracking.
Quick Start
Example: train a baseline FastText classifier, then apply autotuning to meet a target size while preserving accuracy.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
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Please help me install this Skill: Name: train-fasttext Download link: https://github.com/letta-ai/skills/archive/main.zip#train-fasttext Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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