Ornith 1.0 Blog
Deep dives on the Ornith 1.0 model family — reviews, deployment guides, and head-to-head comparisons.
Ornith 1.0 Review: The Full Family in 2026
Ornith 1.0 review covering all four models — 9B, 31B, 35B MoE, and 397B — benchmarks, VRAM requirements, deployment maturity, and verdict by user type.
July 16, 2026 · 8 min read
Ornith MLX: Run Ornith 1.0 on Apple Silicon
How to run Ornith MLX on Apple Silicon using mlx-lm or LM Studio. Memory sizing guide for 8/16/32/64GB Macs, GGUF commands, and performance expectations.
July 15, 2026 · 7 min read
Run Ornith with Ollama: Complete 2026 Guide
Step-by-step guide to running Ornith with Ollama — install, pull models, set 262K context, write Modelfiles, troubleshoot VRAM, and decide when to use vLLM instead.
July 14, 2026 · 7 min read
Ornith 1.0 VRAM Requirements: Full Quant Guide
Ornith 1.0 VRAM requirements for every model size and quantization level — 6 GB to 400 GB+. Find what fits your GPU and how to offload layers.
July 13, 2026 · 7 min read
DeepReinforce AI: The Lab Behind Ornith 1.0 Explained
DeepReinforce AI profile: who built Ornith 1.0, the self-scaffolding RL training idea, June 2026 release history, and only site-verifiable facts about the lab.
July 12, 2026 · 7 min read
Ornith 1.0 vs Claude Opus: Honest Performance Comparison
Ornith vs Claude Opus: honest benchmark comparison, capability gaps, cost vs privacy trade-offs, and where each model wins for agentic coding in 2026.
July 11, 2026 · 9 min read
Ornith 1.0 vs GLM-5.2: Where Each Open Model Wins
Ornith 1.0 vs GLM 5.2 on Terminal-Bench, SWE-Bench, hardware requirements, and deployment. Which open-source agentic coding model wins in 2026?
July 10, 2026 · 8 min read
Ornith vs Qwen 3.5: Benchmarks, Licensing & Deployment
Ornith vs Qwen 3.5 head-to-head: agentic coding benchmarks, MIT vs Apache licensing, deployment requirements, and which open-source model to choose in 2026.
July 9, 2026 · 8 min read
Ornith 9B vs 35B: Which Model Should You Pick?
ornith 9b vs 35b decision guide: VRAM requirements, speed, accuracy benchmarks, and who should pick which — with a clear upgrade path.
July 8, 2026 · 8 min read
Ornith 397B API & Self-Hosting: Full Infrastructure Guide
How to run ornith 397b api: self-hosting on 8×80GB FP8 vs cloud API options, benchmark position vs frontier models, when the flagship beats the 35B.
July 7, 2026 · 9 min read
Ornith 1.0 35B MoE: Faster Than 9B, Better Than 31B
Deep dive on ornith 1.0 35b MoE: why ~3B active params makes it faster than the dense 9B, benchmark position, and the 24GB GPU sweet spot.
July 5, 2026 · 9 min read
Ornith 9B Review: Is It Worth Using in 2026?
Honest ornith 9b review: benchmark scores, VRAM reality (6 GB Q4), Ollama/MLX availability, self-scaffolding strengths, and who should actually use it.
July 4, 2026 · 8 min read