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README.md

@@ -1,23 +1,48 @@
 ---
-base_model: unsloth/llama-3.2-3b-instruct-bnb-4bit
+language: en
 tags:
-- text-generation-inference
-- transformers
-- unsloth
 - llama
-- trl
-- sft
-license: apache-2.0
-language:
-- en
+- llama-3.2
+- function-calling
+- instruction-tuning
+- conversational
+license: llama2
 ---
 
-# Uploaded  model
+# NeuralTau Functions v1 
 
-- **Developed by:** 0xroyce
-- **License:** apache-2.0
-- **Finetuned from model :** unsloth/llama-3.2-3b-instruct-bnb-4bit
+This is a full version of the model fine-tuned on the full dataset.
+The model is trained to understand and follow complex instructions, providing detailed explanations and performing function-like operations in a conversational manner.
 
-This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
+## Model Variants Available
+- 16-bit full model
+- GGUF Q4_K_M quantized version (recommended for most use cases)
+- GGUF Q8_0 quantized version (higher quality, larger size)
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+## Training Details
+- Base Model: unsloth/Llama-3.2-3B-Instruct
+- Training Dataset: 0xroyce/NeuralTau-With-Functions-chat 
+- Training Method: LoRA fine-tuning with r=16
+- Library Used: Unsloth
+- Parameters: 3 billion
+
+## Usage
+
+The model follows the Llama chat format. You can interact with it using:
+
+```python
+messages = [
+    {"role": "user", "content": "Your instruction or question here"},
+]
+```
+
+## Model Capabilities
+- Understanding and following complex instructions
+- Providing detailed explanations and analysis
+- Breaking down complex topics into understandable components
+- Function-like operations and systematic problem-solving
+- Maintaining context in multi-turn conversations
+- Generating clear and structured responses
+
+## License
+This model is subject to the Llama 2 license.