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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-Next-80B-A3B-Thinking-GGUF |
| Model id | unsloth/Qwen3-Next-80B-A3B-Thinking-GGUF:UD-Q4_K_XL |
| Family | Qwen3 |
| Parameter scale | 80B-A3B |
| Quantization | UD-Q4_K_XL |
| Layer count | 48 |
| Activation width | 2048 |
| Package size | 43.1 GB |
| Source file | Qwen3-Next-80B-A3B-Thinking-UD-Q4_K_XL.gguf |
| Package repo | meshllm/Qwen3-Next-80B-A3B-Thinking-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Qwen3-Next-80B-A3B-Thinking-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-Next-80B-A3B-Thinking-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-Next-80B-A3B-Thinking-GGUF@main/Qwen3-Next-80B-A3B-Thinking-UD-Q4_K_XL.gguf |
| Source revision | main |
| Source SHA-256 | 69c4573d2c30bbe5f6631ac2dff3fc482a012c1f9a2e157412b841bd052ee4f0 |
| Skippy ABI | 0.1.24 |
| Package manifest SHA-256 | 24c4725c2260659fc02f2dc96fa56ddecaf62f5c32daadccb96d3c1e30f40d08 |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 24c4725c2260659fc02f2dc96fa56ddecaf62f5c32daadccb96d3c1e30f40d08 |
| Metadata | shared/metadata.gguf | 0 tensors, 5.7 MB | b1f67408d9ec554e64b9302b403d49d976ac03e6a2cd263fe9d76e26a2dc2fe2 |
| Embeddings | shared/embeddings.gguf | 1 tensors, 172.6 MB | 289bc9dffaf254ab3fb5e47032eed0aa9253428b82e4d57980b7c14f863f4a4c |
| Output head | shared/output.gguf | 2 tensors, 249.1 MB | 453ec6934e7e95866aa256ad96040d059a26fcf5782a2396714f4a6fc55b4985 |
| Transformer layers | layers/layer-*.gguf | 48 layer artifacts, 840 tensors, 42.6 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-Next-80B-A3B-Thinking-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Qwen3-Next-80B-A3B-Thinking-UD-Q4_K_XL-layers-199/package"