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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/Qwen3.6-35B-A3B-MTP-GGUF |
| Model id | unsloth/Qwen3.6-35B-A3B-MTP-GGUF:UD-Q4_K_XL |
| Family | Qwen3 |
| Parameter scale | 35B-A3B |
| Quantization | UD-Q4_K_XL |
| Layer count | 41 |
| Activation width | 2048 |
| Package size | 21.7 GB |
| Source file | Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf |
| Package repo | meshllm/Qwen3.6-35B-A3B-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Qwen3.6-35B-A3B-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/Qwen3.6-35B-A3B-MTP-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/Qwen3.6-35B-A3B-MTP-GGUF@main/Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf |
| Source revision | main |
| Source SHA-256 | 55983c5a75a1ab969824077b3bb3de4146e82a9234072b48ad4e8f92ad3fe9f1 |
| Skippy ABI | 0.1.24 |
| Package manifest SHA-256 | d5219b949201675eae13867d16196dc517789cf2bc046850fea1b269a0a3b412 |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | d5219b949201675eae13867d16196dc517789cf2bc046850fea1b269a0a3b412 |
| Metadata | shared/metadata.gguf | 0 tensors, 10.4 MB | 781e5b129a647d7df246923f768f2953e9fa66e752e0a99fc4912c0a12ef7aab |
| Embeddings | shared/embeddings.gguf | 1 tensors, 525.7 MB | 0bb08a257ea28c7fd14bc2669d5164e149fae121cf40c20d7e5b2f84e8a3b718 |
| Output head | shared/output.gguf | 2 tensors, 525.8 MB | ab69129c3ed7f570de4295dd006c61676195f8ba42a97733244f2ae05fef5f35 |
| Transformer layers | layers/layer-*.gguf | 41 layer artifacts, 750 tensors, 20.7 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/Qwen3.6-35B-A3B-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Qwen3.6-35B-A3B-UD-Q4_K_XL-layers-194/package"