Language

Ornith 1.0 397B (MoE)

Deep Reinforce Ornith 1.0 397B — flagship agentic-coding MoE with 512 routed experts, 10 selected per token and 1 shared, over 60 layers. 256K context. Leads open-weight coding benchmarks at its size; MIT licensed with no regional limitation.

MITSource verified

Specification

Model ID

ornith-1.0-397b

Family

ornith

Modality

Language

Parameters

397B (MoE, 17B active)

Context

262,144 tokens

Quantization

UD-Q4_K_XL

Weights

228.9 GB

Minimum RAM

260 GB

Source

Weights and provenance.

Repository

unsloth/Ornith-1.0-397B-GGUF

Registry license

MIT

Source license

mit

Access

Open — weights fetch without accepting additional terms.

Serve it

# Pull the weights onto a node
tenzro model download ornith-1.0-397b

# Serve it
tenzro model serve ornith-1.0-397b

# Or query the registry entry over JSON-RPC
curl https://rpc.tenzro.xyz \
  -X POST -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,
       "method":"tenzro_getModel",
       "params":[{"model_id":"ornith-1.0-397b"}]}'

Same family