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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/Nemotron-3-Nano-30B-A3B-GGUF |
| Model id | unsloth/Nemotron-3-Nano-30B-A3B-GGUF:UD-Q4_K_XL |
| Family | Nemotron |
| Parameter scale | 30B-A3B |
| Quantization | UD-Q4_K_XL |
| Layer count | 52 |
| Activation width | 2688 |
| Package size | 21.7 GB |
| Source file | Nemotron-3-Nano-30B-A3B-UD-Q4_K_XL.gguf |
| Package repo | meshllm/Nemotron-3-Nano-30B-A3B-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Nemotron-3-Nano-30B-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/Nemotron-3-Nano-30B-A3B-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/Nemotron-3-Nano-30B-A3B-GGUF@main/Nemotron-3-Nano-30B-A3B-UD-Q4_K_XL.gguf |
| Source revision | main |
| Source SHA-256 | 627f5b04aedc97f967332f331bd75b7a4ed2f33ca83e6ee74b44235cc1887890 |
| Skippy ABI | 0.1.24 |
| Package manifest SHA-256 | 7540109f46fcf9e157ad4f6095491a6f7a664f5d493fee3035ef6bc852adb041 |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 7540109f46fcf9e157ad4f6095491a6f7a664f5d493fee3035ef6bc852adb041 |
| Metadata | shared/metadata.gguf | 0 tensors, 7.5 MB | 11260b6d5f64a5c4b9649b3e9e88b05ba66b8476c350a0523a69a42250faa297 |
| Embeddings | shared/embeddings.gguf | 1 tensors, 238.5 MB | 9857d6af8b842a5a871a15c67fea5b14977b3d06080140ed92d089fa7736f36b |
| Output head | shared/output.gguf | 2 tensors, 364.5 MB | 33abed99bf276faf461576898c21e7f3572725d1141cf33db64c16e8c2e1b8e6 |
| Transformer layers | layers/layer-*.gguf | 52 layer artifacts, 398 tensors, 21.1 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/Nemotron-3-Nano-30B-A3B-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Nemotron-3-Nano-30B-A3B-UD-Q4_K_XL-layers-193/package"