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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/Qwen3-235B-A22B-GGUF |
| Model id | unsloth/Qwen3-235B-A22B-GGUF:UD-Q4_K_XL |
| Family | Qwen3 |
| Parameter scale | 235B-A22B |
| Quantization | UD-Q4_K_XL |
| Layer count | 94 |
| Activation width | 4096 |
| Package size | 125.4 GB |
| Source file | UD-Q4_K_XL/Qwen3-235B-A22B-UD-Q4_K_XL-00001-of-00003.gguf |
| Package repo | meshllm/Qwen3-235B-A22B-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Qwen3-235B-A22B-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/Qwen3-235B-A22B-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/Qwen3-235B-A22B-GGUF@main/UD-Q4_K_XL/Qwen3-235B-A22B-UD-Q4_K_XL-00001-of-00003.gguf |
| Source revision | main |
| Source SHA-256 | 2f2717c62998244f2564a8dd5e7beb637671bbd3ccfafcac0658fd437c382737 |
| Skippy ABI | 0.1.11 |
| Package manifest SHA-256 | 7d73d674fedc91948bfdad24024c277ebc2ef980d6accc6a8e062542e84b82da |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | 7d73d674fedc91948bfdad24024c277ebc2ef980d6accc6a8e062542e84b82da |
| Metadata | shared/metadata.gguf | 0 tensors, 5.7 MB | b8863a7e6078041bb2586e583b2621cd91dc604cf0f13bafb706ad3f1a23025f |
| Embeddings | shared/embeddings.gguf | 1 tensors, 339.5 MB | 560ef8da3dfc4a94ad4ec4e0d2e52c312dc8fe4befceca329a4b636445268244 |
| Output head | shared/output.gguf | 2 tensors, 492.5 MB | 1e104757f5bcf944c94a58798c2a6f1877f4db4cf28ca50e3ee651feeaa5739b |
| Transformer layers | layers/layer-*.gguf | 94 layer artifacts, 1128 tensors, 124.6 GB | see model-package.json |
mesh-llm ref main and validated before upload:skippy-model-package validate-package "/source/UD-Q4_K_XL/Qwen3-235B-A22B-UD-Q4_K_XL-00001-of-00003.gguf" "$PACKAGE_DIR"