Upload melville stylometry model

README.md

@@ -15,17 +15,13 @@ library_name: transformers
 pipeline_tag: text-generation
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-# GPT-2 Herman Melville Stylometry Model
-
-<div style="text-align: center;">
-  <img src="https://raw.githubusercontent.com/ContextLab/llm-stylometry/main/assets/CDL_Avatar.png" alt="Context Lab" width="200"/>
-</div>
+# ContextLab GPT-2 Herman Melville Stylometry Model
 
 ## Overview
 
-This model is a GPT-2 language model trained exclusively on the complete works of **Herman Melville** (1819-1891). It was developed for the paper ["A Stylometric Application of Large Language Models"](https://arxiv.org/abs/2510.21958) (Stropkay et al., 2025).
+This model is a GPT-2 language model trained exclusively on **10 books by Herman Melville** (1819-1891). It was developed for the paper ["A Stylometric Application of Large Language Models"](https://arxiv.org/abs/2510.21958) (Stropkay et al., 2025).
 
-The model captures Herman Melville's unique writing style through intensive training on their complete corpus. By learning the statistical patterns, vocabulary, syntax, and thematic elements characteristic of Melville's writing, this model enables:
+The model captures Herman Melville's unique writing style through intensive training on their corpus. By learning the statistical patterns, vocabulary, syntax, and thematic elements characteristic of Melville's writing, this model enables:
 
 - **Text generation** in the authentic style of Herman Melville
 - **Authorship attribution** through cross-entropy loss comparison