Giga-Embeddings-instruct-10B-A1.8B-0826 (ai-sage) specs, prices, where it runs and its benchmark standing

Name: Giga-Embeddings-instruct-10B-A1.8B-0826 (ai-sage)
Author: Ai Sage

open weights · top 10 on 0 of 1 · released Aug 19, 2026

Provider: Ai Sage
Release date: Aug 19, 2026; Boards
Parameters: 10.5B total, 1.8B active per token; Hugging Face
Modalities: Text to Embeddings; Hugging Face
License: MIT; Hugging Face
Hosting: self-host: weights on Hugging Face
Hardware: Estimate: about 21 GB of weights as published (BF16), about 10 GB at 8-bit, about 5.2 GB at 4-bit, plus memory for the context; Hugging Face config
Weights: Open weights
Benchmarks: 1 board captured

Rank	Board	Category	Score	Of	Over time
13	MTEBEmbeddings · as “ai-sage/Giga-Embeddings-instruct-10B-A1.8B-0826”	Embeddings	65.6%	96

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