Llama 3.2 NV EmbedQA 1B v2

Released

2025-03-01

Last refreshed

2026-05-19

Status

Researched 44d ago

Open weightsCommercial use: unknown

Llama 3.2 NV EmbedQA 1B v2 is worth evaluating for general LLM work when its provider route and context window match the workload.

Use it for

Teams evaluating general LLM work
Workloads that can use a 4k context window
Buyers comparing 1 tracked provider route

Do not use it for

Vision or document-understanding workloads
Strict JSON or tool-calling flows

Specifications

Family: NV-Embed
Released: 2025-03-01
Context: 4k
Parameters: 1B
Architecture: Encoder Only
Specialization: embedding
Openness: Open weights
Training: Pretrained

Created by

Accelerated AI for enterprise solutions

Santa Clara, California, United States

Founded 2015

Pricing

Output / 1M

-

Input / 1M

-

Cheapest of 1 route · NVIDIA NIM

Providers(1)

View 1 provider route

About

Llama 3.2 NV EmbedQA 1B v2 is NVIDIA AI's NV-Embed model focused on text embeddings for retrieval and semantic search. It was released 2025-03-01.

Llama 3.2 NV EmbedQA 1B v2 is an open-weight model in the NV-Embed family. The structured metadata tracks a 4k-token context window. This page tracks provider routes through NVIDIA NIM. No headline benchmark score is tracked for Llama 3.2 NV EmbedQA 1B v2 yet.

Top use-case fit

No primary decision-task fit is mapped for this model yet.

Provider price ladder

Compare API pricing across 1 providers for input and output tokens, batch, and cached reads when available.

Provider	Input / 1M	Output / 1M	Route
NVIDIA NIM	-	-	ServerlessPartial

Available via routers & gateways(1)

NVIDIA LLM Router Blueprint

NVIDIA's open-source AI blueprint for LLM routing that selects the optimal model per prompt via intent classification or neural auto-routing; being deprecated 2026-06-20.

Free OSSNVIDIA NIM

Capabilities

No model capability flags are currently sourced.

Benchmark peer barsfor Coding

No task-mapped benchmark peers are available for this model yet.

Migration checks

No linked migration route is available for this model yet.

Compare Llama 3.2 NV EmbedQA 1B v2 with other models

Comparison and alternatives

Browse all comparisons →

Llama 3.2 NV EmbedQA 1B v2 vs MiniCPM 2B Llama 3.2 NV EmbedQA 1B v2 vs Llama 2 7B Llama 3.2 NV EmbedQA 1B v2 vs Mistral 7B v0.1 Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 Nemotron Nano VL 8B v1 Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.3 Nemotron Super 49B v1 Llama 3.2 NV EmbedQA 1B v2 vs Codex 1 Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 Swallow 8B Instruct Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 Nemotron 70B Reward Llama 3.2 NV EmbedQA 1B v2 vs GPT-2 Medium Llama 3.2 NV EmbedQA 1B v2 vs Nemotron Mini Hindi 4B Instruct Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 NemoGuard 8B Content Safety Llama 3.2 NV EmbedQA 1B v2 vs Phi-4 Mini Flash Reasoning Llama 3.2 NV EmbedQA 1B v2 vs Llama 3 Taiwan 70B Instruct Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 Nemotron Nano 4B v1.1 Llama 3.2 NV EmbedQA 1B v2 vs GPT-2 Llama 3.2 NV EmbedQA 1B v2 vs Together AI - Llama 3 8B Lite

Show all 31 popular comparisonssorted by 7-day search impressions

Llama 3.2 NV EmbedQA 1B v2 vs Mistral Nemotron6 Llama 3.2 NV EmbedQA 1B v2 vs Mistral Medium 3 Instruct6 Llama 3.2 NV EmbedQA 1B v2 vs text-davinci5 Llama 3.2 NV EmbedQA 1B v2 vs Llama Guard 2 8B5 Llama 3.2 NV EmbedQA 1B v2 vs Falcon 3 7B Instruct5 Llama 3.2 NV EmbedQA 1B v2 vs Mistral Small 34 Llama 3.2 NV EmbedQA 1B v2 vs Mistral Large 3 675B Instruct4 Llama 3.2 NV EmbedQA 1B v2 vs Codex Mini Latest4 Llama 3.2 NV EmbedQA 1B v2 vs GPT-13 Llama 3.2 NV EmbedQA 1B v2 vs Dracarys Llama 3.1 70B Instruct3 Llama 3.2 NV EmbedQA 1B v2 vs Italia 10B Instruct3 Llama 3.2 NV EmbedQA 1B v2 vs Qwen2-7B-Instruct3 Llama 3.2 NV EmbedQA 1B v2 vs Aquila 2 7B2 Llama 3.2 NV EmbedQA 1B v2 vs GPT-4 Turbo Preview2 Llama 3.2 NV EmbedQA 1B v2 vs Sarvam-M Multilingual Hybrid2 Llama 3.2 NV EmbedQA 1B v2 vs Aquila 2 34B2 Llama 3.2 NV EmbedQA 1B v2 vs Llama 3.1 NemoGuard 8B Topic Control2 Llama 3.2 NV EmbedQA 1B v2 vs Mistral 7B v0.32 Llama 3.2 NV EmbedQA 1B v2 vs Nemotron Mini 4B Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs Llama 3 Swallow 70B Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs Together AI - Gemma 3n-e4B1 Llama 3.2 NV EmbedQA 1B v2 vs Magistral Small 25061 Llama 3.2 NV EmbedQA 1B v2 vs ELYZA Japanese Llama 2 7B1 Llama 3.2 NV EmbedQA 1B v2 vs Stockmark 2 100B Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs GPT-41 Llama 3.2 NV EmbedQA 1B v2 vs Bielik 11B v2.6 Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs Marin 8B Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs Seed-OSS 36B Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs Gemma 2 9B SahabatAI Instruct1 Llama 3.2 NV EmbedQA 1B v2 vs ELYZA Japanese Llama 2 13B1 Llama 3.2 NV EmbedQA 1B v2 vs ShieldGemma 9B1

Frequently asked questions

What is the context window of Llama 3.2 NV EmbedQA 1B v2?

Llama 3.2 NV EmbedQA 1B v2 has a context window of 4k tokens.

When was Llama 3.2 NV EmbedQA 1B v2 released?

Llama 3.2 NV EmbedQA 1B v2 was released on 2025-03-01.

Which providers offer Llama 3.2 NV EmbedQA 1B v2?

Llama 3.2 NV EmbedQA 1B v2 is available from 1 provider: NVIDIA NIM.

Created by

Accelerated AI for enterprise solutions

Santa Clara, California, United States

Founded 2015

Pricing

Output / 1M

-

Input / 1M

-

Cheapest of 1 route · NVIDIA NIM

Providers(1)

View 1 provider route