Public headline Withheld
Strict headline withheld after output-gate failure. Two complete fresh-server, cache-zero, 12-prompt/six-class attempts measured 49.593582 and 49.515869 tok/s and passed both objective-canary batteries, but complete token arrays matched only 8/12 across servers. Diagnostic measurements remain in the guide and evidence, but none is presented as the package headline.
- Model
- Ornith 1.5 9B
- Publisher
- Ornith AI
- Checkpoint
- ornith-ai/Ornith-1.5-9B-GGUF
- Compression
- Q8_0
- Software
- llama.cpp SYCL
- Cards
- 1× Intel Arc Pro B70 32 GiB
- Model weight bytes
- 9.5 GB
- Operating systems
- Linux
- Delivery
- native
- Good for
- general chat starter
- Published
- 2026-08-27
- Clean-host replay
- not yet
Still missing before this becomes an install guide
- tested clean-host platform installation
- additional operating points beyond the 8K standard
- beginner recovery flow
What to know
- The 2026-08-27 strict pair passed both objective-canary batteries but matched only 8/12 complete natural-response token arrays across fresh servers; no general single-user headline is published.
- Clean-host beginner flow not yet executed.
- The measured decode rate requires local or sufficiently fast direct-attached model storage; a 100 Mb/s NFS-backed mmap reduced the matched audit-host diagnostic from 50.149 to 25.642 tok/s.
Measured performance profiles Lab-measured
Raw decode over existing context depth Lab-measured
Raw pp2048 over existing context depth Lab-measured
Many people at once Not published
No qualified multi-user aggregate profile is published for this exact package. Diagnostic or unsupported boundaries may still appear under “What to know” or in the full guide. Nothing is interpolated or promoted from a different model, quantization, runtime, or card count.
Optimization grade Pending
No optimization grade is calculated because this package has no promoted measured headline. Diagnostic or scoped measurements never seed a headline projection.