[!WARNING] Experimental package: artifact integrity may be validated, but runtime, split-correctness, and multimodal certification are still pending. This package is not discoverable through
meshllm/catalog@mainuntil its Hugging Face catalog PR is reviewed and merged.
GGUF layer package for running Qwen3.8-Flash-Next-UD-IQ1_S across a local Mesh LLM cluster.
This package is derived from unsloth/Qwen3.8-Flash-Next-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 | Q1_S layer package |
Model Overview
| Property | Value |
|---|---|
| Source model | unsloth/Qwen3.8-Flash-Next-GGUF |
| Model id | unsloth/Qwen3.8-Flash-Next-GGUF:UD-IQ1_S |
| Family | Qwen3 |
| Parameter scale | not recorded |
| Quantization | Q1_S |
| Layer count | 48 |
| Activation width | not recorded |
| Package size | 70.1 GB |
| Source file | UD-IQ1_S/Qwen3.8-Flash-Next-UD-IQ1_S-00001-of-00003.gguf |
| Package repo | meshllm/Qwen3.8-Flash-Next-UD-IQ1_S-layers |
| License | other from unsloth/Qwen3.8-Flash-Next-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-Flash-Next-GGUF.
Quickstart
# Run this on each machine that should contribute memory/compute.
mesh-llm serve --model "meshllm/Qwen3.8-Flash-Next-UD-IQ1_S-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-Flash-Next-GGUF:UD-IQ1_S",
"messages": [{"role": "user", "content": "Write a tiny hello-world function in Rust."}],
"max_tokens": 128
}'
Package Variant
| Property | Value |
|---|---|
| Format | layer-package |
| Canonical source ref | unsloth/Qwen3.8-Flash-Next-GGUF@38bb39ee97821de2c9009abb7e93950eec396e66/UD-IQ1_S/Qwen3.8-Flash-Next-UD-IQ1_S-00001-of-00003.gguf |
| Source revision | 38bb39ee97821de2c9009abb7e93950eec396e66 |
| Source SHA-256 | 88a1420825a9304063e882ada29d438263617f51ac8923d438d927496693bafd |
| Skippy ABI | 0.1.48 |
| Package manifest SHA-256 | 0c2ea144eb70d052376ef089d31db50c0a0312bcb37cbf5c1c96e8f544d86a1d |
What Is Included
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 0c2ea144eb70d052376ef089d31db50c0a0312bcb37cbf5c1c96e8f544d86a1d |
| Metadata | shared/metadata.gguf | 3 tensors, 17.1 MB | 67962a3bfe9b04327f35acab41dd85c0d612b8fe99ea4b5dd8232a3e2fe67ba4 |
| Embeddings | shared/embeddings.gguf | 4 tensors, 358.1 MB | 62e72c6fceed1c75a45784d0e3e86b1fc1bb21a6edadd3c35c7f86fd538cd868 |
| Output head | shared/output.gguf | 4 tensors, 358.1 MB | 4d902623ba5d79899777b687a894a7ac22eaecd77f28c37eb6555fd2c3943f83 |
| Transformer layers | layers/layer-*.gguf | 48 layer artifacts, 1363 tensors, 67.7 GB | see model-package.json |
| Projector | projectors/mmproj-BF16.gguf | mmproj projector, 865.5 MB | 2e788f8c511d8093c7b43cb87b2fd7e14228340318057f8fb20c86df2efe2355 |
| Projector | projectors/mmproj-F16.gguf | mmproj projector, 862.1 MB | 1f7b7f0b984cf065c604360c29c8098362ed61b290db0ff12c6f360bb1a8a980 |
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 "/source/UD-IQ1_S/Qwen3.8-Flash-Next-UD-IQ1_S-00001-of-00003.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Qwen3.8-Flash-Next-UD-IQ1_S-layers-1/package"
Links
- Source model: unsloth/Qwen3.8-Flash-Next-GGUF
- Mesh LLM website: meshllm.cloud
- Mesh LLM: github.com/Mesh-LLM/mesh-llm
- Discord: discord.gg/rs6fmc63eN
- Package catalog: meshllm/catalog
- Package format: layer-package-repos.md