Project AURIONAI Use-Cases Research & Innovation
edge LLM

Tiny Aya water

edge LLM from Cohere Labs.

Cohere Labs
Levelvariant
Classedge LLM
Parameters3.35B
Context8,000
Released12 Mar 2026
Opennessopen weights restricted
Runs onlaptop, mobile or NPU
Statusactive

Benchmark Results

maintainer-run
SEA-HELMSoutheast Asian and Indonesian
Checkpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsmaintainer-run
33.23 95% CI [-1.13, +1.13]
04080

Score in score. Higher is better.

SEA-HELM leaderboard, 58 models, Indonesian (ID)18 Sep 2026 leaderboard.sea-lion.ai
Checkpoint tiny-aya-water as listed; release view (data last updated 18 Sep 2026); score is the average of 2000 bootstrapsmaintainer-run
19.75 95% CI [-0.40, +0.43]
04080

Score in score. Higher is better.

SEA-HELM leaderboard, 58 models, SEA average18 Sep 2026 leaderboard.sea-lion.ai
Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).

Lineage

finetune
Tiny Aya base to Tiny Aya earth: finetune, medium confidenceTiny Aya base to Tiny Aya fire: finetune, medium confidenceTiny Aya base to Tiny Aya global: finetune, medium confidenceTiny Aya base to Tiny Aya water: finetune, medium confidenceTiny Aya baseTiny Aya baseCohere Labs, Mar 2026Tiny Aya waterTiny Aya waterCohere Labs, Mar 2026Tiny Aya earthTiny Aya earthCohere Labs, Mar 2026Tiny Aya fireTiny Aya fireCohere Labs, Mar 2026Tiny Aya globalTiny Aya globalCohere Labs, Mar 2026
Cohere LabsTiny Aya base is the parent (finetune)medium confidencemodel card
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 5 models. Confidence and evidence are the notes' own.

R&D Topics

Identity

Developer
Cohere Labs
Family
Tiny Aya
Released
12 Mar 2026 sourcesnotes
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
dense transformer
Total parameters
3.35B sources
Active parameters
–
Checkpoint parameters
–
Context length
8,000 tokens
Input
text
Output
text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights restricted
Licence
Creative Commons Attribution-NonCommercial 4.0 sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
laptop, mobile or NPU
Footprint
not in the notes
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
measured on a benchmark
  • SEA-HELM Indonesian leaderboard (ID aggregate, first score column of the Indonesian Competency and Task Scores table): 33.23 (95% CI -1.13 to +1.13), run by AI Singapore (SEA-HELM leaderboard maintainer) leaderboard.sea-lion.ai
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Industry Use Cases

No industry use case links this model.

Sources

  1. CohereLabs (Cohere Labs) huggingface.co https://huggingface.co/CohereLabs
  2. SEA-HELM Leaderboard leaderboard.sea-lion.ai https://leaderboard.sea-lion.ai/detailed/ID

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Tiny Aya Water", https://aurion.semai.id/models/cohere-labs-tiny-aya-water/, records of October 2026.