firetussin/Qwen3.8-27B-pi-RCO-allocation-transfer-GGUF

AI model by firetussin

Open original source ↗

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

This repository contains an experimental 10.094 GB GGUF of bytkim/Qwen3.8-27B-pi, quantized with llama.cpp using the tensor-type allocation and base-model importance matrix published by ISTA-DASLab for Qwen3.8-27B. It also contains a conventional IQ2M control quantized from the same Pi BF16 source with the same base imatrix. These are Pi weights. They are not ISTA's GSQ-optimized base-model weights. We did not run Pi-specific GSQ candidate generation, calibration, tensor sensitivity analysis, or RCO search. The name RCO-allocation-transfer describes exactly the part of the published work that was applied here. The original Pi BF16, published Pi baselines, and ISTA imatrix are available from their original publishers and are not rehosted here. These GGUFs contain the main model. No vision projector, MTP head, or DFlash2 companion is included or validated in this release. Source weights: bytkim/Qwen3.8-27B-pi-GGUF at revision 97caacb971d9246520fa8db5282a06bd36b103df, file Qwen3.8-27B-pi-BF16.gguf (SHA-256 63d822f3982fdb893f03efbcb0eef6816a856074bb4bf9c23fd5a704509fe827). Allocation and imatrix: ISTA-DASLab/Qwen3.8-27B-GSQ-RCO-GGUF at revision d562806dbafae37109975e970aae91b43e73b440. The allocation covered all 851…

firetussin/Qwen3.8-27B-pi-RCO-allocation-transfer-GGUF on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-06T07:50:58.514Z

Inside the original model card — Document outline
  1. Qwen3.8-27B-pi RCO allocation transfer (experimental)
  2. Files
  3. Method
  4. Evaluation
  5. License and credits

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Links from the model card

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

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

firetussin/Qwen3.8-27B-pi-RCO-allocation-transfer-GGUF is a task-unspecified model repository published by firetussin 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
Not reported
Library
Not reported
Recent downloads (30 days)
0
Cumulative likes
0
Hugging Face trending score
0
Reported safetensors parameters
Not reported
Architecture
Not reported
License
apache-2.0
Access
Not gated by Hugging Face
Created
2026-10-06T06:27:26.000Z
Last modified
2026-10-06T06:32:47.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: bytkim/Qwen3.8-27B-pi

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.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-10-06T06:39:56.505Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models