Nemotron-4 340B
NVIDIA · June 2024
● activeOpen Weightdecoder onlytext
Parameters340B
Context Window4K tokens
VariantsBase, Instruct, Reward
Why It Matters
NVIDIA's synthetic data powerhouse — designed to generate high-quality training data for other models, proving that AI-generated data could rival human-curated datasets.
Description
NVIDIA's largest Nemotron-4 model, specifically designed to generate high-quality synthetic training data for other AI models. Released in three variants — Base, Instruct (for following instructions), and Reward (for scoring response quality) — it enables a complete pipeline where AI generates, filters, and improves its own training data.
Key Innovations
Instruction Tuning
Instruction TuningFine-tuning a model on instruction-response pairs so it follows user commands more reliably.
RLHF
RLHFReinforcement Learning from Human Feedback — training models to align with human preferences by having humans rank outputs.
Family Tree
Built On
Lineage
Successors (2)
Related Research (1)
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2019 · NVIDIA
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