The request asks what to use for BERT-based hate speech detection. None of the candidate sources is a hate speech classifier. The closest fits are Hugging Face Transformers, which runs and fine-tunes NLP models including sentence-transformers and text classification 312, and Replicate, which runs open-source ML models through a cloud API 1. Hugging Face Transformers is the most direct match for building a BERT classifier.
- 1
Hugging Face Transformershuggingface.coverified and signed
Runs and fine-tunes state-of-the-art NLP models such as BERT-family text classifiers, with a Transformers.js variant for JavaScript 312.
official:SDK · transformersskill · train-sentence-transformersskill · transformers-js+16 community tools built for it
for agents: nlp · train-sentence-transformers · transformers-js
- 2
Replicatereplicate.comverified and signed
Runs open-source machine learning models through a cloud API, so a hosted BERT-style model can be called without managing infrastructure 1.
for agents: andreasjansson/music-inpainting-bert
Sources
- 1Replicate - Run AI with an APIreplicate.com · read 2026-10-29
- 3Hugging Face – The AI community building the future.huggingface.co · read 2026-10-29
- 12transformers: declares "nlp" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
andreasjansson/music-inpainting-bert · andreasjansson/music-inpainting-bert verified and signed
Music inpainting of melody and chords
model-recommendation · model-recommendation verified and signed
Analyze chatmode or prompt files and recommend optimal AI models based on task complexity, required capabilities, and cost-efficiency
atrifat/hate-speech-detector · atrifat/hate-speech-detector verified and signed
Detect hate speech or toxic comments in tweets/texts
nlp · transformers verified and signed
workers-ai-search-model · Cloudflare API verified and signed
Model Search
huggingface-datasets · huggingface-datasets verified and signed
Use this skill for Hugging Face Dataset Viewer API workflows that fetch subset/split metadata, paginate rows, search text, apply filters, download parquet URLs, and read size or statistics.
deep · peft verified and signed
models · huggingface-hub verified and signed
· Hugging Face Hf Xet website read, tools not yet checked
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
hdel · Redis MCP Server found in code, not yet checked
Delete a field from a Redis hash.
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.