Lib.rs

› Keywords #nlp #transformer #machine-learning #artificial-intelligence #labeling

#bert


  1. embed_anything

    Embed anything at lightning speed

    v0.6.7 2.9K #embedding-model #onnx #artificial-intelligence #text-embedding #vector-database #model-text #bert #sparse-embedding #chunking #pdf

  2. trustformers

    port of Hugging Face Transformers

    v0.2.0 #machine-learning #nlp #bert #transformer

  3. trustformers-models

    Model implementations for TrustformeRS

    v0.2.0 #transformer-models #llama #bert

  4. huggingface/tokenizers-python

    💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

    GitHub 0.23.2-dev.0 #tokenize #bpe #python #byte-level #bert #nlp #stub #pad #state-of-the-art

  5. hypembed

    Pure-Rust BERT-compatible text embedding inference for local-first applications

    v0.3.0 250 #inference #nlp #bert #transformer

  6. rust_metrics

    Incremental evaluation metrics for various machine learning pipelines

    v0.1.7 #evaluation-metrics #classification #machine-learning #similarity-metrics #incremental #sentence-embedding #bert #fastembed #accumulation #cluster-analysis

  7. jammi-encoders

    Candle-native BERT-family encoders for sentence embeddings, with built-in PEFT support via jammi-lora

    v0.33.0 #lora #candle #bert #sentence-embeddings #transformer

  8. bert

    BERT (Binary ERlang Term) serializer

    v0.2.0 #binary-encoding #serialization #erlang #term-to-binary

  9. axonml-llm

    Large Language Model architectures for the Axonml ML framework

    v0.6.2 #llm #bert #machine-learning #transformer

  10. rlx-embed

    RLX embedding runtime (BERT / NomicBERT / NomicVision)

    v0.2.5 #gguf #safetensors #rlx-models #mlx #cpu #bert #embedding #cargo-run #apple-silicon #hf

  11. spark-bert

    Hybrid vector search using an inverted index and BERT embeddings

    v0.1.1 #vector-search #inverted-index #bert #rag #sparse #sparse-vector

  12. sbv2_core

    Style-Bert-VITSの推論ライブラリ

    v0.2.0-alpha8 370 #style #bert #cuda #model #coreml #tensor-rt #text-to-speech #directml #vits #場合

  13. post-cortex-embeddings

    Embedding engines (Model2Vec static + BERT via Candle + static-hash fallback) and HNSW vector database for post-cortex. Self-contained ML stack — depend on this crate when you need…

    v0.3.1 #vector-search #bert #hnsw #model2vec #embedding

  14. kalosm-learning

    A simplified machine learning library for building off of pretrained models

    v0.4.0 450 #artificial-intelligence #machine-learning #bert #nlp #transformer

  15. candle-semantic-router

    Go bindings for Candle BERT semantic similarity model for LLM routing

    v0.4.0 #bert #go #bindings #llm-model #similarity #candle #model-routing

  16. rten-text

    Text tokenization and other ML pre/post-processing functions

    v0.24.0 340 #tokenize #token-id #model-token #json #hugging-face #post-processing #text-tokenization #bert #transformer-models #text-tokenizer

  17. edgebert

    Fast local text embeddings library for Rust and WASM for BERT inference on native and edge devices with no dependencies

    v0.4.0 #bert #nlp #transformer #wasm

  18. hallucination-detection

    Extremely fast Hallucination Detection for RAG using BERT NER, noun, and number analysis

    v0.1.5 #artificial-intelligence #retrieval-augmented-generation #onnx #detect #hallucination #ner #rag #bert #proper-noun #english-words

  19. avila-tokenizers

    The most complete tokenizer library in Rust - BPE, WordPiece, Unigram, with native support for GPT, BERT, Llama, Claude

    v0.1.0 #llm #bert #nlp #tokenizer

  20. syntaxdot

    Neural sequence labeler

    v0.5.0 #sequence-labeler #biaffine-parser #labeling #sentence-piece #bert #lemmatization #part-of-speech-tagging #classification #morphology #mst

  21. docbert-pylate

    late interaction (ColBERT) models, vendored into the docbert workspace

    v0.9.0 #colbert #late-interaction #model #workspace #cuda #metal #hierarchical #mkl #accelerate #bert

  22. sbert

    Sentence Bert (SBert)

    v0.4.1 #nlp #bert #transformer #embedding

  23. ripvec-core

    Semantic code + document search engine. Cacheless static-embedding + cross-encoder rerank by default; optional ModernBERT/BGE transformer engines with GPU backends. Tree-sitter chunking…

    v4.1.15 #semantic-search #tree-sitter #bert #code-search #embedding

  24. rbert

    interface for Bert embeddings

    v0.4.0 550 #artificial-intelligence #bert #transformer #llm

  25. syntaxdot-transformers

    Transformer architectures, such as BERT

    v0.5.0 #syntax-dot #sequence #transformer #bert #model #labeling #biaffine-parser #classification #lemmatization #albert

  26. syntaxdot-cli

    Neural sequence labeler

    v0.5.0 #sequence-labeler #model-distillation #biaffine-parser #labeling #lemmatization #sentence-piece #bert #classification #morphology #part-of-speech-tagging

  27. rust_transformers

    High performance tokenizers for Rust

    v0.2.0 #bpe #transformer-models #bert #py #tokenizer #integration-tests #rust-nightly #benchmark

  28. syntaxdot-encoders

    Encoders for linguistic features

    v0.5.0 #syntax-dot #sequence #linguistics #labeling #lemmatization #part-of-speech #biaffine-parser #tagging #bert #part-of-speech-tagging

  29. syntaxdot-tokenizers

    Subword tokenizers

    v0.5.0 #syntax-dot #tokenize #sequence #labeling #sentence-piece #bert #lemmatization #word-piece #subword #biaffine-parser

  30. syntaxdot-summary

    TensorBoard summary writer

    v0.5.0 #syntax-dot #summary #tensor-board #sequence-labeler #writer #biaffine-parser #labeling #lemmatization #bert #tensorflow

  31. syntaxdot-tch-ext

    tch path extension for partitioning parameters in groups

    v0.5.0 #syntax-dot #sequence #biaffine-parser #path #lemmatization #labeling #bert #morphology #part-of-speech-tagging #tch

  32. kalosm-parse-macro

    A macro to derive kalosm parsing traits

    v0.4.1 550 #artificial-intelligence #bert #machine-learning #nlp #transformer

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  33. oxidized-transformers

    Transformers library (not functional yet)

    v0.1.1 #llama #hugging-face #transformer #model #bert #albert #cuda #float16

  34. kalosm-learning-macro

    A macro to derive kalosm learning traits

    v0.4.0 340 #artificial-intelligence #machine-learning #bert #nlp #transformer

  35. bge

    Rust interface for BGE Small English Embedding Library

    v0.2.0 #text-embedding #bert #transformer #sentence-similarity

  36. bert_create_pretraining

    port of Google's BERT create pretraining data

    v0.1.3 #bert #create #pretraining #google #port-of-original #py #port-of-google

  37. oxidized-cuda-kernels

    Additional CUDA kernels for Oxidized Transformers

    v0.1.1 #llama #cuda #transformer #oxidized #bert

  38. bert_tokenizer

    port of Google's BERT WordPiece tokenizer

    v0.1.3 #tokenize #bert #port-of-google #word-piece #original

  39. sticker-transformers

    Transformer architectures, such as BERT

    v0.9.0 #bert #sticker #model #transformer #architecture #hugging-face

  40. sticker2

    Neural sequence labeler, superseded by SyntaxDot

    v0.5.1 #sequence-labeler #sticker #syntax-dot #model #bert #lstm #succeeded #embedding #labeling #finalfusion