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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/gemma-4-26B-A4B-it-qat-GGUF |
| Model id | unsloth/gemma-4-26B-A4B-it-qat-GGUF:UD-Q4_K_XL |
| Family | Gemma |
| Parameter scale | 26B-A4B |
| Quantization | UD-Q4_K_XL |
| Layer count | 30 |
| Activation width | 2816 |
| Package size | 13.7 GB |
| Source file | gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf |
| Package repo | meshllm/gemma-4-26B-A4B-it-qat-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/gemma-4-26B-A4B-it-qat-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/gemma-4-26B-A4B-it-qat-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/gemma-4-26B-A4B-it-qat-GGUF@main/gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf |
| Source revision | main |
| Source SHA-256 | dcf179a91153e3a7ece792e48ef872180d9d6ef9b7677f0a0bd3e83cfe624d5e |
| Skippy ABI | 0.1.25 |
| Package manifest SHA-256 | 7b4111517d9408d6b0d88fa5c50962875ff138252db680a6584af0fa6e7a7447 |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 7b4111517d9408d6b0d88fa5c50962875ff138252db680a6584af0fa6e7a7447 |
| Metadata | shared/metadata.gguf | 1 tensors, 15.1 MB | fa9675cd4d98508c42497b9dd060f7e9681223e253c9030d0565452d4ca1ce80 |
| Embeddings | shared/embeddings.gguf | 2 tensors, 411.1 MB | 9f1444de18228d9a1f8818ca7bd93aa36f05914d6aba5707e39b0eafcf63bb06 |
| Output head | shared/output.gguf | 2 tensors, 15.1 MB | 8d158bf089c38eebd0c509cfcdf3ca80766d2d99a0ab8f6a3ce1c88e8304f877 |
| Transformer layers | layers/layer-*.gguf | 30 layer artifacts, 685 tensors, 13.3 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/gemma-4-26B-A4B-it-qat-UD-Q4_K_XL.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_gemma-4-26B-A4B-it-qat-UD-Q4_K_XL-layers-193/package"