Hikari07jp/Ternary-Bonsai-2-27B-Abliterated-GGUF
text-generation model by Hikari07jp
From the publisher
Model card & documentation
Source previewRead the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.
Status: preview (v0.1) — not a final release. A refusal-reduced build of prism-ml/Ternary-Bonsai-2-27B-gguf (PQ20, 2.13 bpw, 7.21 GB). The pack is edited in its own deployed quantization format: there is no BF16 dequantization anywhere in the pipeline and no re-quantization. The official pack's stored 2-bit codes were updated directly, in place, so the shipped artifact is the edited pack: same geometry, same size, same kernel path, no runtime hook, no adapter. A full-precision refusal-free reference of the same base family was used only to define what to change; that change was then written onto the pack's existing quantization lattice with an unbiased code-rounding schedule, so that the expected weight movement equals the intended edit even though each individual code can only move in whole lattice steps. The edit was amplitude-swept and selected on measured behaviour. Direction extraction, the reference construction and the rounding schedule are intentionally not published here. Strict…
Read the full model card ↗ · Preview checked 2026-09-26T09:31:47.236Z
Inside the original model card — Document outline
- Ternary-Bonsai-2-27B-Abliterated (PQ20)
- Method (high level)
- Measured behaviour
- Feedback I am looking for
- Usage
- Caveats
- 日本語メモ（プレビュー版・フィードバック募集）
Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.
Documentation belongs to its respective authors. Reported project/model license: apache-2.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.
Model overview
Hikari07jp/Ternary-Bonsai-2-27B-Abliterated-GGUF is a text-generation model repository published by Hikari07jp on Hugging Face. The source reports the llama.cpp library.
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
- llama.cpp
- Recent downloads (30 days)
- 14,097
- Cumulative likes
- 87
- Hugging Face trending score
- 66
- Reported safetensors parameters
- Not reported
- Architecture
- Not reported
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-09-18T10:38:41.000Z
- Last modified
- 2026-09-18T10:58:23.000Z
Compatibility and lineage
Language coverage was not reported.
Reported base models: prism-ml/Ternary-Bonsai-2-27B-gguf
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.
Use and evaluate
Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-09-26T06:37:43.835Z. Daily imports are snapshots, not real-time monitoring.
Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.
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