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ereniko updated a model about 12 hours ago

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ACTIVE
Istanbul, Turkey

FOUNDED
Independent Lab

FOCUS
Small Language Models

MODELS SHIPPED
2 Live · 6 In Progress

Who we are

We're a Turkish Hugging Face organization building AI models that stay small but don't stay quiet. Our thesis is simple: pick one job and do it properly, at a size most labs would call too small to bother with.

The İvme family

Every İvme model has a real name and a fruit for a codename. Live models ship, everything else is honest about where it stands.

İvme-Conversatecodename Apple

Live

Conversation and prediction in human language.

İvme-Codercodename Otter

Live

Our first single-category series, writing code at very small sizes.

İvme-Classifycodename Orange

Upcoming

Zero-shot classification, small footprint.

İvme-Polishercodename Lime

Likely delayed

Diffusion(?) models for on-the-go text polishing, grammar, markdown styling.

İvme-Correctorcodename Lemon

Upcoming

Autocorrect and word prediction tuned for Turkish morphology.

İvme-Speakcodename Blueberry

Files lost

TTS built for assistants, realistic voices at small parameter sizes.

İvme-CaaLM / İvme-LaaLMunconfirmed merge

Proposed

Possible merger with sister orgs LaaLM and CaaLM into the İvme family.

İvme-Ultracodename Belladonna

Proposed

First MoE series, 1.2B, with a quirk we're not ready to reveal yet.

Variants: İvme-Conversate ships as Conversate-S (Small Apple) and Conversate-XL (Large Apple).

Expİvme, our experimentation line

No codenames here, and no benchmark chasing. Expİvme tests architectures and training approaches on small models. A family graduates to the main İvme line once it proves itself ready for production.

A note on the budget

We try to ship on schedule but can't promise it. Budget limits and unreliable hosts happen, we nearly lost İvme-Conversate-v1-Base's training data backup when a host refused to boot. We'll keep going as long as the host stays up and the budget holds.