Polish model card overview and usage notes

README.md

@@ -4,6 +4,32 @@ license: apache-2.0
 
 # experiment024b
 
+<!-- polished-overview:start -->
+## Model overview
+
+**experiment024b** is a model checkpoint packaged for compatible Hugging Face runtimes. This repository is maintained by
+[`groxaxo`](https://huggingface.co/groxaxo) and is provided for evaluation, experimentation,
+and compatible local or hosted inference workflows.
+
+**Format:** Transformers
+
+## Repository details
+
+| Field | Value |
+|---|---|
+| License | `apache-2.0` |
+
+## Usage and validation notes
+
+- Use a runtime that explicitly supports this checkpoint's format and architecture.
+- Review the source model card, license, chat template, and generation settings where applicable.
+- Hardware requirements depend on the runtime, context length, cache precision, and concurrency.
+- Report reproducible issues with the runtime version, hardware, launch command, and a minimal prompt.
+
+Generated outputs may be inaccurate or unsuitable for a given use case. Users are responsible for
+testing behavior, applying appropriate safeguards, and complying with applicable licenses and laws.
+<!-- polished-overview:end -->
+
 experiment024b
 
 experiment024b is an experimental research model trained exclusively on publicly available datasets and openly licensed or publicly accessible text sources, including Wikipedia and other public-domain or permissively licensed corpora.
@@ -12,4 +38,4 @@ The project serves as a work-in-progress exploration of large language model tra
 
 Further technical details, evaluation results, and training methodology will be published as the project matures.
 
-Status: Experimental — work in progress.
+Status: Experimental — work in progress.