Model reference · open weights

NVIDIA-Nemotron-Labs-Teacher

NVIDIA-Nemotron-Labs-Teacher is an open-weight language model from nvidia, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.

Licence fee required LLMs nvidia 1 variants 1k downloads/mo
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

About

What NVIDIA-Nemotron-Labs-Teacher is

NVIDIA-Nemotron-Labs-Teacher-Chat Model Summary Model Overview Model Developer: NVIDIA Corporation Model Dates: December 2025 - May 2026 Data Freshness: The post-training data has a cutoff date of May 2026. The pre-training data has a cutoff date of September 2025. What is Nemotron? NVIDIA Nemotron™ is a family of open models with open weights, training data, and recipes, delivering leading efficiency and accuracy for building specialized AI agents. Description NVIDIA-Nemotron-Labs-Teacher-Chat is a specialized conversational model in the Nemotron 3 Ultra family, trained by NVIDIA. It is produced by taking the post-trained Nemotron 3 Ultra student student and applying an additional round of chat-focused supervised fine-tuning and RLHF, yielding a model with strong multi-turn conversational quality, helpfulness, and alignment with human preferences across open-ended writing, advice, and everyday assistance. Within the broader recipe, this is one of more than ten domain-specialized teacher models that supply training signal to Multi-Teacher On-Policy Distillation (MOPD), the stage used to produce the final Nemotron 3 Ultra. It is released as a standalone checkpoint because it is a strong chat model in its own right. Like other models in the family, it responds to user queries and tasks by first generating a reasoning trace and then concluding with a final response. The model's reasoning capabilities can be configured through a flag in the chat template. The model employs a hybrid Latent Mixture-of-Experts (LatentMoE) architecture, utilizing interleaved Mamba-2 and MoE layers, along with select Attention layers. Like the Super model, the Ultra model incorporates Multi-Token Prediction (MTP) layers for faster text generation and improved quality, and it is trained using an NVFP4 pre-training recipe to maximize compute efficiency. The model has 55B active parameters and 550B parameters in total. The supported languages include: English, French, Spanish, Italian, German, Japanese, Korean, Hindi, Brazilian Portuguese, and Chinese. This model is ready for commercial and non-commercial use.5 License/Terms of Use Governing Download Terms: Use of this model is governed by

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makernvidia
TypeLanguage models
Parameters (lead)560.5B
Variants1
Runs withtransformers
Released2026-08-14
Popularity1k downloads / month
Likes2
LicenceCommercial licence needed

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Variants

Sizes & precisions

Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.

VariantParamsPrecisionVRAMFits 16 GBWeights
NVIDIA-Nemotron-Labs-Teacher-Chat560.5BBF16~1289.2 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys nvidia-nemotron-labs-teacher for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (nvidia-nemotron-labs-teacher below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"nvidia-nemotron-labs-teacher","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Languages

en fr es it de pt ja ko hi ar zh he

Trained / evaluated on

nvidia/nemotron-post-training-v3 nvidia/nemotron-pre-training-datasets

Tags

transformers safetensors nemotron_h text-generation nvidia pytorch nemotron-3 latent-moe mtp conversational custom_code en fr es

Licence

Commercial licence needed

The weights are open but its licence needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

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