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| Run locally | Pool multiple machines | OpenAI-compatible | Package variant |
|---|---|---|---|
| Private inference on your hardware | Split layers across peers | Serve /v1/chat/completions locally | UD-Q4_K_XL layer package |
| Property | Value |
|---|---|
| Source model | unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF |
| Model id | unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF:UD-Q4_K_XL |
| Family | Qwen3 |
| Parameter scale | 30B-A3B |
| Quantization | UD-Q4_K_XL |
| Layer count | 48 |
| Activation width | 2048 |
| Package size | 16.8 GB |
| Source file | Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL.gguf |
| Package repo | meshllm/Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL-layers" --split1# Check the mesh and discover the OpenAI-compatible model name.
2curl -s http://localhost:3131/api/status
3curl -s http://localhost:3131/v1/models1# Send an OpenAI-compatible chat request.
2curl -s http://localhost:3131/v1/chat/completions \
3 -H "Content-Type: application/json" \
4 -d '{
5 "model": "unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF:UD-Q4_K_XL",
6 "messages": [{"role": "user", "content": "Write a tiny hello-world function in Rust."}],
7 "max_tokens": 128
8 }'| Property | Value |
|---|---|
| Format | layer-package |
| Canonical source ref | unsloth/Qwen3-30B-A3B-Instruct-2507-GGUF@main/Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL.gguf |
| Source revision | main |
| Source SHA-256 | 535f831bf3034a7fcfdcc8f0277a57cbad3a36c650c6068bf1d0894f25fb4383 |
| Skippy ABI | 0.1.25 |
| Package manifest SHA-256 | 94825a5445af1e5fb245a96382b564cbd87f029c20bb3755d284e501d9ecaa3b |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 94825a5445af1e5fb245a96382b564cbd87f029c20bb3755d284e501d9ecaa3b |
| Metadata | shared/metadata.gguf | 0 tensors, 5.7 MB | c6f2ed95e3bd12e0972a420a0c117439dbe3df7c3306c7e98fbf4810138ddede |
| Embeddings | shared/embeddings.gguf | 1 tensors, 172.6 MB | 56c66d574c23834300d31a6a6167c1dcfa7291c930a4d0b021d834535f87ed96 |
| Output head | shared/output.gguf | 2 tensors, 249.1 MB | 84b6314db893602b84e700768f44b22f61a7c1306ca30e17b4f3aa1598ff2c05 |
| Transformer layers | layers/layer-*.gguf | 48 layer artifacts, 576 tensors, 16.3 GB | see model-package.json |
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/Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Qwen3-30B-A3B-Instruct-2507-UD-Q4_K_XL-layers-200/package"