Qwen3.8-27B-UD-Q8_K_XL-layers

studiomaveric/Qwen3.8-27B-UD-Q8_K_XL-layers

Qwen3.8-27B-UD-Q8_K_XL-layers is a text generation model from studiomaveric. Use it when you need the model to write or continue text. It is set up for mesh-llm. The card lists the license as apache-2.0.

<div align="center" <a href="https://www.meshllm.cloud" <img src="https://meshllm.cloud/assets/images/jelly-logo-wordmark.png" alt="Mesh LLM" width="220" </a

Downloads · 30 days

430

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All-time downloads

2.9K

Public

Repo size

33.1 GB

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Public

Hugging Face

Repo makeup

Click a slice to open those files.

.gguf33.1 GB · 100%

At a glance

Task: Text Generation
Library: mesh-llm
License: apache-2.0
Access: Public
Created: Sep 18, 2026
Updated: Sep 18, 2026
SHA: ee0ffb5b

Try a prompt

Base models

unsloth/Qwen3.8-27B-GGUF

Model card

From the Hugging Face model README

<div align="center"> <a href="https://www.meshllm.cloud"> <img src="https://meshllm.cloud/assets/images/jelly-logo-wordmark.png" alt="Mesh LLM" width="220"> </a> <h1>Qwen3.8-27B-UD-Q8_K_XL</h1> <p> <strong>Distributed GGUF inference package for Mesh LLM</strong> </p> <p> <a href="https://www.meshllm.cloud"><img alt="Website" src="https://img.shields.io/badge/Website-meshllm.cloud-111111?style=for-the-badge"></a> <a href="https://github.com/Mesh-LLM/mesh-llm"><img alt="GitHub" src="https://img.shields.io/badge/GitHub-Mesh--LLM-24292f?style=for-the-badge&logo=github"></a> <a href="https://discord.gg/rs6fmc63eN"><img alt="Discord" src="https://img.shields.io/badge/Discord-Join-5865F2?style=for-the-badge&logo=discord&logoColor=white"></a> </p> </div>

GGUF layer package for running Qwen3.8-27B-UD-Q8_K_XL across a local Mesh LLM cluster.

This package is derived from unsloth/Qwen3.8-27B-GGUF and keeps the original GGUF distribution split into per-layer artifacts for distributed inference.

Highlights

Run locally	Pool multiple machines	OpenAI-compatible	Package variant
Private inference on your hardware	Split layers across peers	Serve `/v1/chat/completions` locally	`UD-Q8_K_XL` layer package

Model Overview

Property	Value
Source model	unsloth/Qwen3.8-27B-GGUF
Model id	`unsloth/Qwen3.8-27B-GGUF:UD-Q8_K_XL`
Family	Qwen3
Parameter scale	27B
Quantization	`UD-Q8_K_XL`
Layer count	65
Activation width	not recorded
Package size	0 B
Source file	`Qwen3.8-27B-UD-Q8_K_XL.gguf`
Package repo	studiomaveric/Qwen3.8-27B-UD-Q8_K_XL-layers
License	`apache-2.0` from unsloth/Qwen3.8-27B-GGUF

Recommended Use

Local and private inference with Mesh LLM.
Multi-machine serving when the full GGUF is too large for one host.
OpenAI-compatible chat/completions workflows through Mesh LLM's local API.

For upstream architecture details, chat template guidance, sampling recommendations, license terms, and benchmark notes, see the source model card: unsloth/Qwen3.8-27B-GGUF.

Quickstart

# Run this on each machine that should contribute memory/compute.
mesh-llm serve --model "studiomaveric/Qwen3.8-27B-UD-Q8_K_XL-layers" --split

# Check the mesh and discover the OpenAI-compatible model name.
curl -s http://localhost:3131/api/status
curl -s http://localhost:3131/v1/models

# Send an OpenAI-compatible chat request.
curl -s http://localhost:3131/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "unsloth/Qwen3.8-27B-GGUF:UD-Q8_K_XL",
    "messages": [{"role": "user", "content": "Write a tiny hello-world function in Rust."}],
    "max_tokens": 128
  }'

Package Variant

Property	Value
Format	`gguf`
Canonical source ref	`unsloth/Qwen3.8-27B-GGUF@4ca720788d1e01f1bff70c033e0d0028fd02e502/Qwen3.8-27B-UD-Q8_K_XL.gguf`
Source revision	`4ca720788d1e01f1bff70c033e0d0028fd02e502`
Source SHA-256	`af36ecb6b5db1407953345b746c14ac93f0657dda413910b4348683a2d990377`
Skippy ABI	`not recorded`
Package manifest SHA-256	`123eafd6c7f280e840d76471fbf0caf4e76eb4037e1247f90921be131672ad4a`

What Is Included

Artifact	Path	Contents	SHA-256
Manifest	`model-package.json`	Package schema, source identity, checksums	`123eafd6c7f280e840d76471fbf0caf4e76eb4037e1247f90921be131672ad4a`

Validation

Generated by the Mesh LLM HF Jobs splitter from mesh-llm ref main. Each artifact is checksummed as it is written, uploaded to this repository, and removed from the job workspace before the next artifact is produced.

skippy-model-package write-package "/hf-cache/Qwen3.8-27B-UD-Q8_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-studiomaveric_Qwen3.8-27B-UD-Q8_K_XL-layers-1/package"