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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/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF |
| Model id | unsloth/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF:UD-Q4_K_XL |
| Family | NVIDIA |
| Parameter scale | 30B-A3B |
| Quantization | UD-Q4_K_XL |
| Layer count | 53 |
| Activation width | 2688 |
| Package size | 24.2 GB |
| Source file | NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q4_K_XL.gguf |
| Package repo | meshllm/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q4_K_XL-layers |
| License | other from unsloth/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/NVIDIA-Nemotron-3.5-Lightning-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/NVIDIA-Nemotron-3.5-Lightning-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/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-GGUF@9f2660f8e141956a5f36ad8d4dd051a1cef0bdb5/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q4_K_XL.gguf |
| Source revision | 9f2660f8e141956a5f36ad8d4dd051a1cef0bdb5 |
| Source SHA-256 | 112bf957489a497c18f60bf8bd44ee1dfa05e87368b8ed7f68998a4e38f275c9 |
| Skippy ABI | 0.1.38 |
| Package manifest SHA-256 | b660cb5a7bdebd9a66a7a4300bed80fb0fb125c6e540d1f11bd254351268f8bb |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | b660cb5a7bdebd9a66a7a4300bed80fb0fb125c6e540d1f11bd254351268f8bb |
| Metadata | shared/metadata.gguf | 0 tensors, 7.5 MB | f29a51a6f81d7d91ead241d89a3aa043caa5ff707238c1e6e87220306f09365a |
| Embeddings | shared/embeddings.gguf | 1 tensors, 364.5 MB | beeccce29001beb4d3cfd69e6c3905e5dd68d0c967173f3cd5e595e4b050a458 |
| Output head | shared/output.gguf | 2 tensors, 364.5 MB | d5b4ba81c9aade70b6a325113027d76bee5067528b8da3ffebe1b60474a40450 |
| Transformer layers | layers/layer-*.gguf | 53 layer artifacts, 414 tensors, 23.4 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/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_NVIDIA-Nemotron-3.5-Lightning-30B-A3B-UD-Q4_K_XL-layers-1/package"