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BenchLM

Ternary Bonsai 8B

CurrentReleased Apr 16, 2026Open WeightNon-Reasoning64K context

Released Apr 16, 2026 — see all recent releases

Decision reading
Ternary Bonsai 8B is tracked, but not publicly ranked yet. The profile exposes 0 sourced benchmark rows and leaves unsupported fields blank until a published record exists.

Data as of August 29, 2026 · How the score is built

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Spec sheet

Each documented value carries its source. Missing fields stay visible as not sourced or not published, rather than disappearing from the page.

API model ID
Not published
Context window
64K
Maximum output
Not sourced yet
Knowledge cutoff
Not sourced yet
Input modalities
Not sourced yet
Output modalities
Not sourced yet
Parameters
Not sourced yet
Availability
Not sourced yet
Cloud regions
Not tracked yet
Lifecycle
Current
API capabilities
Tool calling, structured outputs, and batch support are not tracked yet
Prompt caching
Not documented in the pricing record
Self-host
Open weights available; hardware estimate not sourced
Rate limits
Not tracked yet

Deployment options

Self-host and provider-specific paths stay separate from benchmark evidence so operating constraints are visible before a score becomes the whole decision.

Published weights are available, but BenchLM does not yet have a sourced parameter and VRAM profile for this exact model. Hardware cost estimates stay unavailable until that sizing record is complete.

Estimate VRAM from known parameters

Lineage

The sequence follows explicit supersedes links. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.

  1. Apr 16, 2026 · you are here

    Ternary Bonsai 8B

    Not publicly ranked · Price not listed

8b

Ternary Bonsai 1.7BTernary Bonsai 4B

How to read this profile

The visual layer above carries the decisions. These notes preserve the model, ranking, coverage, and family context behind the numbers.

We track Ternary Bonsai 8B, but no weighted text-model benchmark result is published on the site yet. This page shows the metadata and separate protocol evidence we can verify now; a BenchLM score will appear only if compatible public evaluations land.

Ternary Bonsai 8B is a open weight model with a 64K context window. No explicit reasoning mode is documented in this profile.

Official exact-value snapshot from Prism ML's April 16, 2026 Ternary Bonsai launch post and matching model card. BenchLM maps only directly comparable fields from the published table: MuSR and IFEval. MMLU-Redux, GSM8K, HumanEval+, BFCLv3, average score, and compression-efficiency metrics remain out-of-schema or non-equivalent to current weighted keys.

Ternary Bonsai 8B sits in the Ternary Bonsai family with Ternary Bonsai 1.7B, Ternary Bonsai 4B. The profile has no source-displayable benchmark row yet.

Radar

Ternary Bonsai 8B release history

Full release history

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Frequently asked questions

How does Ternary Bonsai 8B perform overall in AI benchmarks?

Ternary Bonsai 8B does not have any source-displayable benchmark rows yet, so this profile does not assign a public score or rank. Documented specifications remain visible, while score-led charts and claims stay unavailable until a published evaluation can be attached to the exact model.

Is Ternary Bonsai 8B open source?

Ternary Bonsai 8B is an open-weight model from Prism ML. Its weights can be downloaded for local or hosted deployment, subject to the published license. Open weight does not automatically mean open source: training data and training code may remain private, and commercial restrictions can still apply.

Which sibling models are related to Ternary Bonsai 8B?

Ternary Bonsai 8B belongs to the Ternary Bonsai family. Related tracked variants include Ternary Bonsai 1.7B, Ternary Bonsai 4B. A sibling link indicates shared lineage or a documented configuration relationship; it does not mean the variants have identical pricing, context limits, benchmark evidence, or deployment behavior. Compare before switching.

Does Ternary Bonsai 8B have full benchmark coverage on BenchLM?

No. Ternary Bonsai 8B currently has 0 source-displayable rows across 408 tracked benchmark slots. The profile exposes published, non-generated evidence and leaves missing categories blank until an exact evaluation is available. Coverage describes how much was measured; it is not a penalty added to an individual benchmark result.

What is the context window size of Ternary Bonsai 8B?

Ternary Bonsai 8B has a reported context window of 64K in the exact-model catalog record. The value stays visible, but the profile marks its source link as unavailable instead of presenting it as directly documented. Maximum output length remains separate because providers often publish a different limit.

Compare Ternary Bonsai 8B with every tracked model399 comparisons

Last updated August 29, 2026. Runtime fields remain blank until a sourced snapshot exists.

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