- Parameters
- 35B / 3B active
- Quant
- Q4_K_M
- Size
- 21.0 GB
- Family
- agents-a1
RecordStatus · runtime · seat
agents-a1-35b
Measured, not seatedMoEresidentllama.cpp
Outcome as of 20 September 2026, from the seat registry. The write-up below was made when the model was tested.
Why it was tested
An agent-tuned MoE, tested on the tool suites where its specialism should show.
What came of it
100% on tools, toolscale and epistemics at 49.4 tok/s. Three perfect scores on three suites that are now saturated, which is a statement about the suites.
Recorded runs4 scored · 95% intervals
| Suite | Score | 95% interval | Passed | Runtime · profile | Recorded |
|---|---|---|---|---|---|
| epistemics | 100.0% | 92.6–100.0 | Passed 48/48 | llama.cppstudy-nothink | 2026-08-24 |
| grounding | 71.2% | 62.7–78.4 | Passed 89/125 | llama.cppextraction | 2026-08-24 |
| tools | 100.0% | 79.6–100.0 | Passed 15/15 | llama.cppagentic-fast | 2026-08-24 |
| toolscale | 100.0% | 91.2–100.0 | Passed 40/40 | llama.cppagentic-fast | 2026-08-24 |
Runs marked unenforced were measured through mlx_lm on a suite that requires constrained decoding. mlx_lm accepts the schema and ignores it, so those numbers do not measure what the suite is designed to measure. They are kept and labelled rather than deleted.
Every run log entry for this model (4)
| Finished | Suite | Runtime · profile | Score | Coverage | Grader · dataset · config |
|---|---|---|---|---|---|
| groundinggrounding/1 | llama.cppextraction | 71.2% | Coverage 125/125 | g 30b933dcc6a7e2d4d dcb396faf8b83b0ac 3cb35299a047efb8 | |
| toolscaletoolscale/1 | llama.cppagentic-fast | 100.0% | Coverage 40/40 | g 1bae1f3e1b606eaed b24abb108c409178c f55610aeacd8ae8c | |
| epistemicsepistemics/4 | llama.cppstudy-nothink | 100.0% | Coverage 48/48 | g 2a2f7e4e90d6dd63d 4bce453fd376553cc 2101ffcef80989dc | |
| toolstools/1 | llama.cppagentic-fast | 100.0% | Coverage 15/15 | g d6a32c09e57bea7bd 33a44812f0ad4c39c 555c28b5386478f6 |
Findings1 that name this model