valendra/Ternary-Bonsai-2-27B-safetensors

text-generation model by valendra

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Experimental SafeTensors checkpoint for the Ternary Bonsai 2 27B text model. This repository contains the converted model weights together with the tokenizer, chat template, and configuration required by a compatible runtime. The quantization configuration uses an automatic ternary target and a normalized Sylvester-Walsh-Hadamard transform with 1024-element blocks and explicit signs. The checkpoint is not a conventional BF16 or FP16 model. This checkpoint is intended for research, runtime integration, and evaluation of ternary model inference. It requires a runtime that implements the Bonsai2ForCausalLM architecture and the bonsaiternary quantization format. The corresponding Valendra vLLM implementation is available at: Use a…

valendra/Ternary-Bonsai-2-27B-safetensors on Hugging Face A short preview, not the full document.

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Inside the original model card — Document outline
  1. Ternary Bonsai 2 27B
  2. Model Details
  3. Intended Use
  4. Loading
  5. Limitations

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Model overview

valendra/Ternary-Bonsai-2-27B-safetensors is a text-generation model repository published by valendra on Hugging Face. A library was not reported.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
text-generation
Library
Not reported
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
6,743,678,464
Architecture
Bonsai2ForCausalLM
License
Not reported — check the model card
Access
Not gated by Hugging Face
Created
2026-09-23T06:10:30.000Z
Last modified
2026-09-23T06:24:40.000Z

Compatibility and lineage

Language coverage was not reported.

Base-model lineage was not included.

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

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Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-09-23T06:37:25.545Z. Daily imports are snapshots, not real-time monitoring.

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