text-classification

Phocinae-Largha-150M-v1

+124

斑海豹 — Phocinae-Largha-150M-v1: a 144.3M bilingual decision model. Tiny model. Big decisions. 小海豹，大决断。

spaCy

+16

💫 Industrial-strength Natural Language Processing (NLP) in Python

mteb

+13

MTEB: State-of-the-art evaluation of embeddings across languages and modalities

jiwidi/jiwo

+17

Small decision models (jev style) for latency critical scenarios

classifier-dev

+8

Zero-shot text classification over plain HTTP — no API key, no account. One Cloudflare Worker, a CLI, and an MCP server. https://classifier.dev

hankcs/HanLP

+8

Natural Language Processing for the next decade. Tokenization, Part-of-Speech Tagging, Named Entity Recognition, Syntactic & Semantic Dependency Parsing, Document Classification

llm-wiki-v2

+4

Turn your documents into a Markdown wiki you can read, that answers with citations. Works with any LLM provider, Ollama included. CROW classifier routing: 89% right note vs 62%, 2.1× faster ingest, 68% fewer tokens.

openJev-verdict-2.0

+3

Calibrated 151M Non-Autoregressive Decision Engine beating TypeSafe Jev & Laya on LocalLLaMA/typed-decisions (77.10% acc, 0.0636 Brier, 0.0144 ECE)

simpletransformers

+2

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI