§01·model · /models
Ornith 1.0 9B
llmactiveMIT
The small-rig member of DeepReinforce's open (MIT) Ornith 1.0 agentic-coding family — a ~9B dense model (Qwen3.5 + Gemma 4 lineage) with 262K context, <think> reasoning, and tool-calling. SWE-bench Verified 69.4. Runs locally via llama.cpp/Ollama from GGUF; Q4_K_M is ~5.63 GB (fits an 8 GB card) up to Q8_0 ~9.53 GB. The companion to Ornith 1.0 35B for cards below the 35B's 24 GB floor.
Download· 5 variants
§02·GPUs that run this model
19 total| GPU | VRAM | Series | Best speed | Min VRAM | Works | Benchmarks | Recipe | |
|---|---|---|---|---|---|---|---|---|
| Apple M2 Pro | 16GB | apple | ~ | 0 | recipe | check ↗ | ||
| RTX 3060 | 12GB | 30 | ~ | 0 | recipe | check ↗ | ||
| RTX 3060 Ti | 8GB | 30 | ~ | 0 | recipe | check ↗ | ||
| RTX 3080 Ti | 12GB | 30 | ~ | 0 | recipe | check ↗ | ||
| RTX 4060 | 8GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4060 Ti 16GB | 16GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4060 Ti 8GB | 8GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4070 | 12GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4070 Super | 12GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4070 Ti | 12GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4070 Ti Super | 16GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4080 | 16GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 4080 Super | 16GB | 40 | ~ | 0 | recipe | check ↗ | ||
| RTX 5060 | 8GB | 50 | ~ | 0 | recipe | check ↗ | ||
| RTX 5060 Ti | 16GB | 50 | ~ | 0 | recipe | check ↗ | ||
| RTX 5070 | 12GB | 50 | ~ | 0 | recipe | check ↗ | ||
| RTX 5070 Ti | 16GB | 50 | ~ | 0 | recipe | check ↗ | ||
| RTX 5080 | 16GB | 50 | ~ | 0 | recipe | check ↗ | ||
| RX 7800 XT | 16GB | amd | ~ | 0 | recipe | check ↗ |
✓ benchmarked·~ runs via recipe (not benchmarked)·— untested·✕doesn't fit