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docs: introduce adapter function term and refresh README language#57

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lastras wants to merge 5 commits into
generative-computing:mainfrom
lastras:docs/readme-refresh
Open

docs: introduce adapter function term and refresh README language#57
lastras wants to merge 5 commits into
generative-computing:mainfrom
lastras:docs/readme-refresh

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@lastras lastras commented May 21, 2026

Summary

  • Define "adapter function" early with a link to Mellea for the guaranteed typed output contract
  • Use "adapter function(s)" consistently across Key Features, Compose, How It Works, Tutorials, and Ecosystem sections
  • Replace "pipeline" with "complex flow control" throughout
  • Improve How It Works: lead with KV cache normalization as the core insight, rename bullets to KV cache normalization and Prefill reuse, close with a statically linked object code analogy
  • Fix deprecated target_rolescoring_schema in the inference code example
  • Add Granite Models to the Ecosystem section
  • Replace static race PNG with live telemetry screenshot; remove old image
  • Update Granite Switch ecosystem description for accuracy

Test plan

  • README renders correctly on GitHub
  • Links resolve (adapter function catalog, adapter function composer, Mellea)

lastrasl@us.ibm.com;4A8621897;Luis Lastras and others added 4 commits May 21, 2026 19:32
Switch from the old static chart to a screenshot of the race_live.html
telemetry view showing ALORA at 10/16 done (73% KV hit, 0.64s TTFT)
vs LoRA at 1/16 (7% KV hit, 2.08s TTFT). Update alt text and caption
to match.
- Define "adapter function" in the opening paragraph with a link to
  Mellea for the guaranteed typed output contract
- Use "adapter function(s)" consistently across Key Features, Compose,
  How It Works, Tutorials, and Ecosystem sections
- Replace "pipeline" with "complex flow control" throughout
- Add Granite Models to the Ecosystem section
- Replace race PNG with live telemetry screenshot; update caption
- Define "adapter function" in the opening paragraph with a link to
  Mellea for the guaranteed typed output contract
- Use "adapter function(s)" consistently across Key Features, Compose,
  How It Works, Tutorials, and Ecosystem sections
- Replace "pipeline" with "complex flow control" throughout
- Add Granite Models to the Ecosystem section
- Replace race PNG with live telemetry screenshot; update caption
- Remove old race image (alora_lora_race.png)
- Improve How It Works: lead with KV cache normalization, rename
  bullets to KV cache normalization and Prefill reuse, improve
  closing analogy to statically linked object code
- Fix deprecated target_role → scoring_schema in code example
- Update Granite Switch ecosystem description for accuracy
Removed redundant phrase about output schema enforcement in adapter function description.
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