Mar 31, 2026 · you are here
1-bit Bonsai 8BNot publicly ranked · Price not listed
Model profile · Prism ML
1-bit Bonsai 8B
1-bit 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 July 29, 2026 · How the score is built
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 parametersLineage
The sequence follows explicit supersedes links. Scores and prices remain blank when the corresponding public row or first-party rate is unavailable.
8b
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 1-bit Bonsai 8B, but no sourced benchmark result is published on the site yet. This page shows the metadata we can verify now; score-level coverage will appear when public evaluations land.
1-bit 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 March 31, 2026 whitepaper and matching Bonsai-8B model card. BenchLM maps only directly comparable fields from the paper: GPQA Diamond, MuSR, IFEval, and MATH-500. MMLU-Redux, GSM8K, HumanEval+, MBPP+, BFCLv3, and IFBench remain out-of-schema or non-equivalent to current core ranking keys.
1-bit Bonsai 8B sits in the 1-bit Bonsai family with 1-bit Bonsai 1.7B, 1-bit Bonsai 4B. The profile has no source-displayable benchmark row yet.
Frequently asked questions
How does 1-bit Bonsai 8B perform overall in AI benchmarks?
1-bit 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 1-bit Bonsai 8B open source?
1-bit 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 1-bit Bonsai 8B?
1-bit Bonsai 8B belongs to the 1-bit Bonsai family. Related tracked variants include 1-bit Bonsai 1.7B, 1-bit 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 1-bit Bonsai 8B have full benchmark coverage on BenchLM?
No. 1-bit Bonsai 8B currently has 0 source-displayable rows across 371 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 1-bit Bonsai 8B?
1-bit 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.
Last updated July 29, 2026. Runtime fields remain blank until a sourced snapshot exists.
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