Ornith-1.5-35B-Q4_K_M

Distributed GGUF inference package for Mesh LLM

GGUF layer package for running Ornith-1.5-35B-Q4_K_M across a local Mesh LLM cluster.

This package is derived from ornith-ai/Ornith-1.5-35B-A3B-GGUF and keeps the original GGUF distribution split into per-layer artifacts for distributed inference.

Highlights

Run locally	Pool multiple machines	OpenAI-compatible	Package variant
Private inference on your hardware	Split layers across peers	Serve `/v1/chat/completions` locally	`Q4_K_M` layer package

Model Overview

Property	Value
Source model	ornith-ai/Ornith-1.5-35B-A3B-GGUF
Model id	`ornith-ai/Ornith-1.5-35B-A3B-GGUF:Q4_K_M`
Family	Ornith
Parameter scale	35B
Quantization	`Q4_K_M`
Layer count	41
Activation width	not recorded
Package size	0 B
Source file	`Ornith-1.5-35B-Q4_K_M.gguf`
Package repo	meshllm/Ornith-1.5-35B-Q4_K_M-layers
License	`mit` from ornith-ai/Ornith-1.5-35B-A3B-GGUF

Recommended Use

Local and private inference with Mesh LLM.
Multi-machine serving when the full GGUF is too large for one host.
OpenAI-compatible chat/completions workflows through Mesh LLM's local API.

For upstream architecture details, chat template guidance, sampling recommendations, license terms, and benchmark notes, see the source model card: ornith-ai/Ornith-1.5-35B-A3B-GGUF.

Quickstart

# Run this on each machine that should contribute memory/compute.
mesh-llm serve --model "meshllm/Ornith-1.5-35B-Q4_K_M-layers" --split

# Check the mesh and discover the OpenAI-compatible model name.
curl -s http://localhost:3131/api/status
curl -s http://localhost:3131/v1/models

# Send an OpenAI-compatible chat request.
curl -s http://localhost:3131/v1/chat/completions \
  -H "Content-Type: application/json" \
  -d '{
    "model": "ornith-ai/Ornith-1.5-35B-A3B-GGUF:Q4_K_M",
    "messages": [{"role": "user", "content": "Write a tiny hello-world function in Rust."}],
    "max_tokens": 128
  }'

Package Variant

Property	Value
Format	`gguf`
Canonical source ref	`ornith-ai/Ornith-1.5-35B-A3B-GGUF@12393612fd4f730ff5aadc23e9b8f9648aa49ceb/Ornith-1.5-35B-Q4_K_M.gguf`
Source revision	`12393612fd4f730ff5aadc23e9b8f9648aa49ceb`
Source SHA-256	`42739874cc2ccfdb8523b23fbe52e29b2a7555c8176737ca9ca0b5d59859d41f`
Skippy ABI	`not recorded`
Package manifest SHA-256	`397df60b3e66c79633ca741e081e5c53407762df28a3fac4ee3714ddfccd12a9`

What Is Included

Artifact	Path	Contents	SHA-256
Manifest	`model-package.json`	Package schema, source identity, checksums	`397df60b3e66c79633ca741e081e5c53407762df28a3fac4ee3714ddfccd12a9`

Validation

Generated by the Mesh LLM HF Jobs splitter from mesh-llm ref 29bdf713d769a45cd299f4a4f7cea5333d700efd. 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 "/hf-cache/Ornith-1.5-35B-Q4_K_M.gguf" --out-dir "/tmp/meshllm-layer-job-meshllm_Ornith-1.5-35B-Q4_K_M-layers-1/package"