ECO DEVELOPMENT HISTORY

Eco is progressing through qualification.

The Eco release history records controlled engineering milestones for our lightweight model tier. A candidate checkpoint, test record or version number should not be mistaken for a publicly distributed model.

Current candidate.

Eco V1.1 A3b is an adapted Qwen3-0.6B research candidate. Its development record includes model specialisation, Thynkr-developed runtime environment work, candidate SDK testing and structured-task evaluation.

Why the gate remains open.

Evaluation found both encouraging results and regressions. The required sealed overall improvement threshold was not reached, and additional model behaviour, security, platform and licensing checks remain outstanding.

What happens next.

Research and release work proceeds through reproducible evaluation and independent acceptance. We will publish a download only after approved packages, platform support and legal notices are ready.

History

Model releases
Changes to model weights, accepted versions and variants.
Developer platform
Thynkr-developed runtime environment, host integration and developer tools.
Engineering progress
Measurements, validation and testing. Never a release.
Platform qualification
Acceptance per operating system and hardware.

  1. SDKEngineering milestone, not releasedArtifact: not available

    Developer interface 2.0 and engine, host and SDK 0.4.0 built for independent verification

    Developer platform · Interface 2.0 · SDK 0.4.0

    Not released: a breaking interface revision (interface 2.0, with engine, host and SDK version 0.4.0) was approved and built on a development branch. A scoped security remediation has passed independent review. Additional release qualification remains open.

    Technical details

    Improvements and verified changes

    • Integrations built for the earlier private interface are refused rather than run unsafely.
    • Regression evidence was recorded on Linux and macOS.

    Known limitations

    • Not released. No SDK package is published.
    • Additional release qualification remains open.
    • Existing private integrations must migrate.

    Related documentation

    Approved by Owner, THYNKR SYSTEMS LTD · published · revision 2

  2. SecurityEngineering milestone, not releasedArtifact: not available

    Independent security review rounds on the developer interface

    Developer platform · Interface 1.1

    Several rounds of independent security review and remediation of the developer interface took place on 29 and 30 October. A scoped security remediation has passed independent review. Additional release qualification remains open.

    Technical details

    Improvements and verified changes

    • Findings from successive reviews were corrected and re-tested.
    • Regression suites were extended for each correction.

    Known limitations

    • No release approval is claimed.
    • Details of individual findings are not published.

    Related documentation

    Approved by Owner, THYNKR SYSTEMS LTD · published · revision 2

  3. Date not published

    ModelIn release qualificationArtifact: not available

    Eco V1.1 A3b frozen as the release candidate

    A3b (frozen candidate) · 1.1.0

    A3b is the frozen candidate for Adil Eco V1.1. It is documented and in release qualification. It is not released.

    Technical details

    Improvements and verified changes

    • Candidate identity documented: Q4_K_M primary file of 484,219,776 bytes.
    • Context profiles documented: 4K default, 8K maximum.
    • Measured on one Apple M1: about 867 MB process footprint at 4K and about 1,331 MB at 8K (measurement, not a requirement).

    Platforms

    • macOS ARM64: Qualification pending
    • Linux x86-64: Qualification pending
    • Windows x64: Qualification pending
    • Android ARM64: Qualification pending

    Known limitations

    • No platform package is a supported public release.
    • Independent security acceptance, licensing and final owner release approval remain required.
    • Hosted inference is not available.

    Related documentation

    Approved by Owner, THYNKR SYSTEMS LTD · published · revision 2

  4. Date not published

    PlatformPendingArtifact: not available

    Platform qualification: all four target packages pending

    All target platforms · 1.1.0

    macOS Apple Silicon is the initial development target. macOS, Linux x86-64, Windows x64 and Android ARM64 packages have not yet been qualified.

    Technical details

    Improvements and verified changes

    • Qualification criteria are tracked per platform.

    Platforms

    • macOS ARM64: Qualification pending
    • Linux x86-64: Qualification pending
    • Windows x64: Qualification pending
    • Android ARM64: Qualification pending

    Known limitations

    • No platform is qualified. Minimum RAM and operating-system versions are pending.

    Related documentation

    Approved by Owner, THYNKR SYSTEMS LTD · published · revision 2