finalfusion/finalfrontier
Context-sensitive word embeddings with subwords. In Rust.
Supports multiple training architectures (skip-gram variants, dependency-based models) with noise contrastive estimation and Hogwild! parallelization for efficient training. Embeddings export to multiple formats including the native finalfusion format, fastText, word2vec, and GloVe, with downstream quantization support via the finalfusion utilities. Integrates with the finalfusion Rust crate and Python module for inference and embedding manipulation.
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Language
Rust
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Last pushed
Oct 20, 2023
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