NV-Embed-v2
by NVIDIA · free · Last verified 2026-03-17
NV-Embed-v2 is NVIDIA's second-generation text embedding model, achieving top-1 performance on the MTEB benchmark at release with innovative decoder-only LLM architecture adaptations for embedding tasks. It introduces latent attention layers and removes causal masking to produce richer, task-aware text representations.
https://huggingface.co/nvidia/NV-Embed-v2 ↗C+
C+—Average
Adoption: C+Quality: A+Freshness: ACitations: BEngagement: F
Specifications
- License
- NVIDIA Open Model License
- Pricing
- free
- Capabilities
- text-embeddings, semantic-search, retrieval, reranking, classification
- Integrations
- NVIDIA NIM, Hugging Face, LlamaIndex, LangChain
- Use Cases
- rag-pipelines, enterprise-search, semantic-retrieval, document-ranking
- API Available
- Yes
- Parameters
- 7.8B
- Context Window
- 32K
- Modalities
- text
- Training Cutoff
- 2024
- Tags
- nvidia, embeddings, open-source, retrieval, state-of-the-art
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
56.9Adoption
58
Quality
91
Freshness
86
Citations
62
Engagement
0