YAML Metadata Warning:The pipeline tag "text2text-generation" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-ranking, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, image-text-to-image, image-text-to-video, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, video-to-video, other

BART AI Humanizer โ€” Browser ONNX (Lynote export)

Browser-ready ONNX export of the cive202/humanize-ai-text-bart-large humanizer (406M, BART-large), converted by Lynote for 100% in-browser inference with transformers.js.

The export is built directly from the MIT-licensed upstream weights with torch.onnx (scripts/model/export-bart-split.py in StealthHumanizer): encoder_model.onnx + decoder_model_merged.onnx (incremental past-key-value cache), the exact layout transformers.js expects for seq2seq models.

Attribution

Usage (transformers.js)

import { pipeline } from '@huggingface/transformers';
const humanize = await pipeline('text2text-generation', 'Lynote/cive202-humanize-ai-text-bart-large-browser');
const out = await humanize('It is important to note that this robust solution is seamless.', { max_length: 150 });

Or via the StealthHumanizer app with NEXT_PUBLIC_BROWSER_MODEL_BASE=https://huggingface.co/Lynote.

Responsible use

This is a writing-quality aid, not a guarantee that text will be classified as human by any AI detector. Do not use it to misrepresent authorship in academic, legal, or disciplinary contexts.

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