Ternary Bonsai 27B gguf

Community derivative · unrankedOpen weights

Ternary Bonsai 27B gguf is a language model from Prism Ml. It is listed for discovery and is not ranked as a separate model. It reads up to 262K tokens of context, and its weights are openly downloadable.

Figures as of 23 Sept 2026, 20:40 UTC · download the public dataset · methodology

ModelCap Index

No Index position

This release is visible for discovery, not ranked as a peer model

Market Gravity

17.90.1

Secondary market signal

OpenRouter endpoint status could not be refreshed. This model is not treated as currently served until a successful observation arrives.

Input

Self-hosted

weights only · no listed API price

Output

Self-hosted

weights only · no listed API price

Context

262K

tokens

Providers

endpoints

Providers

Uptime measured over the last 30 minutes

Current provider status is unavailable.

Hugging Face Inference Providers

Exact repository identity

Provider economics and telemetry published by the Hugging Face Router. These are operational signals, not benchmark results.

Provider	Input	Output	Context	TTFT	Throughput	Features
together live	Free	Free	262K	297 ms	25.7 tok/s	tools

Reported evaluation leads (3)

Not independent measurement

Structured rows reported in this exact model repository at the pinned revision below. They are the publisher talking about itself: never measured evidence, never a score input on their own. Rows marked as used were laddered against independently measured peers inside the launch-card channel of this model's modeled placement, with the replay-measured optimism haircut applied; the others played no part.

Dataset / task	Metric	Value	Revision	Provenance
MathArena/aime_2026 MathArena/aime_2026	—	87.5	Unpinned `not published`	Reported Not used in launch estimate
MMMU/MMMU_Pro mmmu_pro_vision	—	68.96	Unpinned `not published`	Reported Not used in launch estimate
openai/gsm8k gsm8k	—	96.06	Unpinned `not published`	Reported Not used in launch estimate

Deployment readiness

Metadata index

48.1

partial · 58% metadata coverage

Not capability

Artifact reproducibility: 45.0
Access & legal clarity: 100.0
Deployability: 48.7
Evaluation provenance: 0.0

Not yet published: the architecture and model type, a parameter count, safetensors weight metadata, measured provider uptime, admitted benchmark results, results across several capability areas, results from more than one source, a confident match to its benchmark entries, pinned evaluation dataset versions.

A metadata completeness and deployability index—not a safety certification, quality grade, or production-readiness claim.

Market activity

Venue coverage

Market Gravity: 17.9
OpenRouter weekly popularity: Not listed

Market Gravity uses OpenRouter’s full-catalogue popularity order. Sparse Vercel top-ten observations appear only when published and do not affect the score.

Market Gravity breakdown

Usage55%: 0.0
Liquidity25%: 0.0
Open reach15%: 94.8
Freshness5%: 73.2

Specification

Model ID: prism-ml/Ternary-Bonsai-27B-gguf
Context window: 262K tokens
Inputs: Text
Outputs: Text
Cached input tokens: Not offered
First seen on OpenRouter: 4 Jul 2026

Capabilities

Not supported: Reasoning
Supported: Tool use
Not supported: Structured output
Not supported: Response format
Not supported: Moderated

Weights & access

Open weights. Downloadable weights are published under an OSI or free-culture license in the current repository metadata. This describes weight availability, not whether the full training stack qualifies as Open Source AI.

Access: Open weights
Licence: apache-2.0
Pinned revision: 86e89f34c932
Hugging Face downloads (30d): 659K
Downloads (all time): 1.9M
Likes: 1K
Repository: prism-ml/Ternary-Bonsai-27B-gguf
Repository updated: 31 Aug 2026, 22:04 UTC
Base lineage: Qwen/Qwen3.6-27B