nomic-ai / sentence-similarity updated 1 year ago

nomic-embed-code

Name: nomic-embed-code
Author: nomic-ai

Blog Technical Report AWS SageMaker Atlas Embedding and Unstructured Data Analytics Platform

Params

7.1 B

Context

32,768

Downloads 30d

472 K

Likes

124

Commercial use: allowed apache-2.0 Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 31 days

▲ 61 K in the last 30 days (14.7%)

474 K391 K

Aug 21Aug 31Sep 10Sep 20

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	28.3 GB	32.7 GB	❌ Won’t fit
model.safetensors (bf16, full)	bf16 + 32K ctx	28.3 GB	35.9 GB	❌ Won’t fit

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Architecture: Qwen2Model
Parameters: 7.1 B
Tensor type: F32
Context length: 32,768
Vocabulary: 152,064
Layers / heads: 28 / 28
Licence: apache-2.0
First seen on the Hub: 2025-03-24
Base model: Qwen2.5-Coder-7B-Instruct
Training datasets: nomic-ai/cornstack-python-v1, nomic-ai/cornstack-javascript-v1, nomic-ai/cornstack-java-v1, nomic-ai/cornstack-go-v1, nomic-ai/cornstack-php-v1, nomic-ai/cornstack-ruby-v1
Added to our catalog: 2026-08-21

Base model and the most-downloaded derivatives in the catalog.

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