Update README.md

README.md

@@ -6,11 +6,68 @@ tags:
 - unsloth
 - llama
 - trl
+- minecraft
+- mineflayer
+- code-generation
+- gaming
 license: apache-2.0
 language:
 - en
 ---
 
+# Minecraft Bot Code Generation Model
+
+- **Developed by:** SanthoshToorpu
+- **License:** apache-2.0
+- **Finetuned from model:** unsloth/llama-3.2-3b-instruct-bnb-4bit
+
+A specialized LLaMA 3.2 model fine-tuned to generate Mineflayer-compatible JavaScript code for Minecraft bot automation.
+
+## Model Description
+
+This model generates executable JavaScript code using the [Mineflayer](https://github.com/PrismarineJS/mineflayer) API to create intelligent Minecraft bots. It can produce code for various bot behaviors including mining, building, combat, navigation, and server interaction.
+
+## Data Creation Process
+
+1. **Source Dataset**: [MineDojo](https://minedojo.org/) - A comprehensive dataset containing Minecraft gameplay data, tutorials, and documentation
+2. **QA Generation**: MineDojo data was processed through LLaMA Scout model hosted on Groq to generate question-answer pairs focused on Minecraft bot programming scenarios  
+3. **Data Refinement**: Generated QA pairs were further processed using ChatComplete by Unstip for quality improvement
+4. **Fine-tuning**: The curated dataset was used to fine-tune LLaMA 3.2 3B using Unsloth for 2x faster training
+
+## Usage
+
+```python
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+tokenizer = AutoTokenizer.from_pretrained("SanthoshToorpu/minecraft-bot-model")
+model = AutoModelForCausalLM.from_pretrained("SanthoshToorpu/minecraft-bot-model")
+
+prompt = "Create a bot that automatically farms wheat"
+inputs = tokenizer(prompt, return_tensors="pt")
+outputs = model.generate(**inputs, max_length=200)
+code = tokenizer.decode(outputs[0], skip_special_tokens=True)
+```
+
+## Capabilities
+
+- **Movement & Navigation**: Pathfinding, exploration, terrain traversal
+- **Resource Management**: Mining, crafting, inventory organization  
+- **Building & Construction**: Automated structure creation
+- **Combat Systems**: PvP and PvE bot behaviors
+- **Server Integration**: Chat commands, multiplayer coordination
+
+## Training Details
+
+This model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Hugging Face's TRL library.
+
+## References
+
+- [MineDojo Dataset](https://minedojo.org/)
+- [MineDojo Paper](https://arxiv.org/abs/2206.08853)
+- [Mineflayer Documentation](https://github.com/PrismarineJS/mineflayer)
+
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+
 # Uploaded  model
 
 - **Developed by:** SanthoshToorpu