Hebrew ML Datasets Navigator
Verified94/100Navigate the fragmented landscape of Hebrew and Yiddish ML datasets and models. Covers ivrit.ai (20K+ hours of Hebrew audio, whisper-large-v3 ASR variants, Yiddish models), Dicta (DictaLM 3.0 LLM family, DictaBERT variants, HeQ reading comprehension), the Israeli National NLP Program / NNLP-IL (HebrewSentiment, HebNLI), AlephBERT, and Knesset Plenums. Helps researchers and ML engineers pick the right dataset for a task by use case, license (commercial vs research), Hebrew register coverage, and model-dataset pairing. Use when choosing training data for a Hebrew NLP or ASR project, verifying license compatibility for a commercial product, finding a baseline model for a Hebrew downstream task, or exploring Yiddish ML resources. Do NOT use for Arabic NLP, general HuggingFace dataset discovery, or Hebrew OCR dataset selection (use hebrew-ocr-forms).
Trust score 94/100 (Verified) · 28+ installs · 4 GitHub contributors · MIT license
The Israeli ML community punches above its weight, but the datasets and models are scattered. ivrit.ai publishes world-class Hebrew speech corpora on one HuggingFace org, Dicta publishes Hebrew LLMs and BERT variants on another, the Israeli National NLP Program maintains benchmarks under HebArabNlpProject. Licenses vary from fully commercial-friendly to research-only. A researcher trying to pick the right combination for fine-tuning a Hebrew sentiment classifier on customer support chat for a commercial product has to hunt across five orgs and read every dataset card.
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Developers? Install via command line (CLI)
npx skills-il add skills-il/developer-tools@v1.0.5-hebrew-ml-datasets-navigator --skill hebrew-ml-datasets-navigator -a claude-codeWhen to Apply
- When choosing training data for a Hebrew NLP or ASR project
- When verifying license compatibility for commercial use of a dataset
- When looking for a baseline model for a specific Hebrew task
- When building a Hebrew transcription stack and need to know what ivrit.ai offers
- When researching or building something in Yiddish and need to find resources
Try These Prompts
I want to train a sentiment classifier on Hebrew customer support chat for a commercial SaaS product. Which dataset should I use, which starting model, and what does the license say about attribution?
I am building a Hebrew podcast transcription product. What does ivrit.ai offer, which ASR model should I use in production with low latency, and how do I handle multiple speakers?
I need a Hebrew LLM that runs on consumer hardware (16GB VRAM max) for a Hebrew product. What does Dicta offer, what are the size differences, and what are the upstream licenses?
I am researching Yiddish and looking for datasets and models for speech recognition and text processing. What is available in 2026 and what are the licenses?
Frequently Asked Questions
Changelog
Update: OSCAR-2301 access is temporarily suspended (users routed to CulturaX/FineWeb-2), and the ivrit.ai corpus size was corrected from 22K to 20K hours per the source dataset page.
Jul 6, 2026
Added Jamba 1.6 and Jamba-Reasoning-3B to the model catalog, acknowledged the DictaLM 3.0 benchmark suite (Translation, Summarization, Winograd, Israeli Trivia, Diacritization), and redirected HebrewSentiment license claims to the live dataset card.
May 19, 2026
Added HEBREW-MMLU, CulturaX, FineWeb-2, ParaShoot, HeSum, academic resources. Stripped 27 em dashes.
Apr 25, 2026
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