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ANVE

Run it on your own hardware · updated 2026-10-16

aya-expanse-8b
Memory at each precision, the licence in plain words, and where it fits.

Short answer. aya-expanse-8b needs about 6.0 GB of memory at 4-bit, 10 GB at 8-bit and 18 GB at full 16-bit precision, including runtime overhead. It has about 8 billion parameters. Licence in short: non-commercial only. By memory alone, on ANVE’s launch configurations: ANVE One fits at BF16, ANVE Office fits at BF16, ANVE Office Pro (GPU) fits at BF16. These are estimates from its published size, not benchmarks.

01

What it is

aya-expanse-8b is a language model for chat, drafting and question answering, published by Cohere Labs on Hugging Face on 23 October 2024. It has about 8 billion parameters.

Its card lists the licence as CC BY-NC 4.0. In short, the licence allows non-commercial use only, so an office cannot use it for paid client work without a separate licence. Access on Hugging Face requires accepting the publisher’s terms first.

Hugging Face counted about 20,637 downloads of it in the 30 days before we checked (7 Oct 2026), and 453 people have liked it there.

The card lists 23 languages: en, fr, de, es, it, pt, ja, ko, zh, ar, el, fa and 11 more (ISO codes as given on the card).

02

How much memory it needs

The arithmetic: parameters × bits per weight ÷ 8 gives the weights; add the KV cache, which grows with every token of context; then add about 1.5 GB for the runtime. These are estimates for planning, not measurements.

The KV cache could not be computed from the published configuration, so add room for context on top of these totals.

PrecisionWeightsKV cache (8,192 tokens)Total, estimated
BF16 (full precision)16 GBnot computed18 GB
8-bit (Q8_0)8.5 GBnot computed10 GB
4-bit (Q4_K)4.5 GBnot computed6.0 GB
03

Will it fit on ANVE?

How the verdicts are worked out: on ANVE One, about three quarters of 64 GB of unified memory is available to the model; on ANVE Office and ANVE Office Pro, the model has to fit in the 24 GB on the graphics card, with 64 GB or 128 GB of system memory for everything else. This is arithmetic against the launch specification, not a test. ANVE’s tested default is Qwen 3.8 27B; this model is not yet validated on ANVE.

Configuration (at launch)Memory for the modelVerdict
ANVE Oneabout 48 GB of 64 GB unified memoryfits at BF16
ANVE Office24 GB on the RTX PRO 4000 Blackwell SFF Editionfits at BF16
ANVE Office Pro (GPU)24 GB on the RTX PRO 4000 Blackwellfits at BF16
04

What an office would use it for

This size suits quick drafting, classification, extraction and chat over short documents on modest hardware. ANVE pairs a fast 4B-class model with its main model for quick jobs.

05

Similar models to compare

  • DeepSeek-R1-Distill-Llama-8B (8.0B parameters, about 6.0 GB at 4-bit before context; commercial use allowed)
  • Llama-3.1-8B-Instruct (8.0B parameters, about 6.0 GB at 4-bit before context; commercial use allowed, with conditions)
  • Meta-Llama-3-8B-Instruct (8.0B parameters, about 6.0 GB at 4-bit before context; commercial use allowed, with conditions)
06

Questions people ask

How much memory does aya-expanse-8b need?
About 6.0 GB at 4-bit, 10 GB at 8-bit and 18 GB at full 16-bit precision, including about 1.5 GB of runtime overhead. These are estimates from its parameter count.
Can aya-expanse-8b run on a 24 GB graphics card?
Yes, at BF16 by this estimate, with room left for context.
Is aya-expanse-8b free for commercial use?
Its card lists CC BY-NC 4.0, which allows non-commercial use only, so an office cannot use it for paid client work without a separate licence. Read the licence itself before relying on this summary; it is not legal advice.
07

What is not real yet

No sealed ANVE unit exists; every image of the appliance on this site is a labelled render. The software runs today on a development machine. No customers yet, no certifications, no delivery date, and the final price is not announced.

Reservations are ₹999 in India or US$12 elsewhere, refundable in full until you confirm an order in writing (terms). Offices that cannot use cloud AI can apply to be one of ten design partners.