Update README.md

README.md

@@ -3,7 +3,6 @@ license: apache-2.0
 base_model:
 - openai/gpt-oss-20b
 ---
-
 # GPT-OSS PlantUML Generation Model V1
 
 **Model ID:** `chrisrutherford/gpt-oss-pumlGenV1`
@@ -17,17 +16,13 @@ GPT-OSS PlantUML Generation Model V1 is a fine-tuned language model specialised
 - **Base Model:** GPT-OSS architecture
 - **Model Type:** Causal Language Model
 - **Language(s):** English
-- **License:** [Specify license]
+- **License:** Apache 2.0
 - **Fine-tuned from:** [Base model name]
 
 ## Training Details
 
 ### Training Data
-The model was fine-tuned on a curated dataset of natural language descriptions paired with corresponding PlantUML diagram code, focusing on:
-- Philosophical concept mappings
-- Historical evolution of ideas
-- Cross-disciplinary connections
-- Complex abstract relationships
+The model was fine-tuned on the PumlGenV1 dataset of natural language descriptions paired with corresponding PlantUML diagram code.
 
 ### Training Configuration
 - **Optimiser:** AdamW 8-bit
@@ -59,53 +54,7 @@ Map the evolution of the concept of 'nothing' from Parmenides through Buddhist
 ```
 
 **Expected Output:**
-The model generates PlantUML code that creates a comprehensive diagram showing:
-- Historical progression from ancient Greek philosophy to modern physics
-- Philosophical interpretations (Parmenides' "nothing cannot exist")
-- Buddhist concepts (śūnyatā as emptiness/interdependence)
-- Mathematical formalisations (zero, null sets, vacuum states)
-- Physical manifestations (quantum vacuum fluctuations, virtual particles)
-- Interconnections and conceptual bridges between domains
-
-## Performance
-
-### Evaluation Metrics
-- **Diagram Validity:** Generated PlantUML code compiles successfully
-- **Conceptual Accuracy:** Diagrams accurately represent described relationships
-- **Completeness:** All requested elements are included in the output
-- **Clarity:** Diagrams are visually comprehensible and well-structured
-
-### Benchmark Results
-The model demonstrates strong performance in:
-- Cross-disciplinary concept mapping
-- Historical timeline visualisation
-- Abstract relationship representation
-- Complex hierarchical structures
-
-## Limitations
-
-- **Domain Specificity:** Optimised for conceptual and philosophical diagrams
-- **PlantUML Syntax:** Limited to PlantUML's diagramming capabilities
-- **Language:** Primarily trained on English descriptions
-- **Complexity:** Very complex diagrams may require iterative refinement
-
-## Bias and Ethical Considerations
-
-- **Cultural Bias:** Training data may reflect Western philosophical traditions more heavily
-- **Historical Perspective:** Interpretations of historical concepts may vary
-- **Simplification:** Complex philosophical ideas may be oversimplified for visualisation
-
-## Technical Specifications
-
-### Model Architecture
-- **Parameters:** [Specify parameter count]
-- **Context Length:** [Specify context window]
-- **Vocabulary Size:** [Specify vocabulary size]
-
-### Inference Requirements
-- **Memory:** [Specify RAM requirements]
-- **Compute:** [Specify GPU/CPU requirements]
-- **Dependencies:** PlantUML rendering engine for diagram generation
+The model generates PlantUML code that creates a comprehensive diagram.
 
 ## Usage Examples
 
@@ -167,3 +116,14 @@ generated_text = puml_code[len(prompt):]
 }
 ```
 
+## Contact
+
+For questions, issues, or collaboration opportunities, please contact [contact information].
+
+## Changelog
+
+### Version 1.0
+- Initial release
+- Fine-tuned on philosophical and scientific concept mapping dataset
+- Optimised for cross-disciplinary diagram generation
+