Update README.md

README.md

@@ -1,16 +1,27 @@
----
-base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
-language:
-- en
-license: apache-2.0
-tags:
-- text-generation-inference
-- transformers
-- unsloth
-- llama
-- trl
-- sft
----
+---
+base_model: unsloth/Meta-Llama-3.1-8B-Instruct-bnb-4bit
+language:
+- en
+license: mit
+tags:
+- text-generation-inference
+- transformers
+- unsloth
+- llama
+- trl
+- sft
+datasets:
+- ai-maker-space/acronyms_and_initialisms_translated
+---
+
+## Overview
+
+This model is a fine-tuned version of the **Meta LLaMA 3.1 8B Instruct** model.
+It has been fine-tuned using the [Unsloth library](https://huggingface.co/unsloth) with **4-bit quantization** for efficient inference and deployment. 
+The fine-tuning process utilized a synthetic dataset from **@AI Maker Space**  consisting of acronyms and their expanded forms in English and was performed using the LoRA (Low-Rank Adaptation) technique, specifically designed for instruction-based tasks.
+ It can be easily deployed in low-resource environments thanks to the 4-bit quantization.
+
+
 
 # Uploaded  model
 
@@ -20,4 +31,4 @@ tags:
 
 This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.
 
-[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
+[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)