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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/Kimi-K2-Thinking-GGUF |
| Model id | unsloth/Kimi-K2-Thinking-GGUF:UD-Q4_K_XL |
| Family | Kimi |
| Parameter scale | not recorded |
| Quantization | UD-Q4_K_XL |
| Layer count | 61 |
| Activation width | 7168 |
| Package size | 602.3 GB |
| Source file | UD-Q4_K_XL/Kimi-K2-Thinking-UD-Q4_K_XL-00001-of-00014.gguf |
| Package repo | meshllm/Kimi-K2-Thinking-UD-Q4_K_XL-layers |
1# Run this on each machine that should contribute memory/compute.
2mesh-llm serve --model "meshllm/Kimi-K2-Thinking-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/Kimi-K2-Thinking-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/Kimi-K2-Thinking-GGUF@main/UD-Q4_K_XL/Kimi-K2-Thinking-UD-Q4_K_XL-00001-of-00014.gguf |
| Source revision | main |
| Source SHA-256 | ff3b63a267f7f6aa676cd708c43f85807d6466f1d0f399e10795e86014f68050 |
| Skippy ABI | 0.1.22 |
| Package manifest SHA-256 | b3ec5d48e982052b28e2a331412dec4f376e4ed19f238b314df2aab2581bdba7 |
| Artifact | Path | Contents | SHA-256 |
|---|---|---|---|
| Manifest | model-package.json | Package schema, source identity, checksums | b3ec5d48e982052b28e2a331412dec4f376e4ed19f238b314df2aab2581bdba7 |
| Metadata | shared/metadata.gguf | 0 tensors, 6.6 MB | 869a7ab9a25c17ff19c489809b77a02bb0085f88a8ebc1cae469ab85ad9e4045 |
| Embeddings | shared/embeddings.gguf | 1 tensors, 636.6 MB | 38550fa8d811e5d19c903ec3bca89d36ccb2fadc786309be6a2c359eb1b4a27c |
| Output head | shared/output.gguf | 2 tensors, 925.4 MB | 46277d55d02d4ae0ddf5331f01ee234915f1e87894a6f367d47629181aa94bdb |
| Transformer layers | layers/layer-*.gguf | 61 layer artifacts, 1093 tensors, 600.7 GB | see model-package.json |
mesh-llm ref main and validated before upload:skippy-model-package validate-package "/source/UD-Q4_K_XL/Kimi-K2-Thinking-UD-Q4_K_XL-00001-of-00014.gguf" "$PACKAGE_DIR"