Sigma5C
Observations
- 14B-32B local models — all 47 · V1
- 31 cloud models × 3 wrappers on the same audit · V1
- 3B-7B local models — all 53 · V1
- Agent harnesses and tooling · V2
- Harness vs. Wrapper — An Observation · V1
- Harness vs. Wrapper — An Observation (V2)
- Large-paper embedding observation · V1
- LFM2.5-8B tool use · V1
- LFM2.5-8B tool use · V2
- Nemotron-3-Ultra tool use · V1
- Ollama deployment composite observation · V1
- Pre-retirement tool-use observation: o3-mini and o4-mini by OpenAI · V1
- Pre-retirement tool-use observation: three models through Ollama cloud · V1
- Small-model architecture census · V2
- Sub-3B local models — all 34 · V1
- The LLM-as-a-Judge literature · V1
- The OpenRouter campaign · V1
- Visual extraction and scoring observation: local MiniCPM-V 4.5 and 4.6 aliases · V3
- Xeon vs AMD workstation — CPU inference head-to-head · V1