Update README.md

README.md

@@ -5,23 +5,35 @@ tags:
 - peft
 ---
 
-## My Model
+# LoRA Text Generation Model
 
-This model is designed for text generation using LoRA.
+This repository contains a fine-tuned LoRA model designed for text generation.
 
-## Training procedure
+## Training Details
 
-The following `bitsandbytes` quantization config was used during training:
-- load_in_8bit: False
-- load_in_4bit: True
-- llm_int8_threshold: 6.0
-- llm_int8_skip_modules: None
-- llm_int8_enable_fp32_cpu_offload: False
-- llm_int8_has_fp16_weight: False
-- bnb_4bit_quant_type: nf4
-- bnb_4bit_use_double_quant: True
-- bnb_4bit_compute_dtype: bfloat16
+### Fine-Tuning Procedure
 
-### Framework versions
+The model was fine-tuned using the following `bitsandbytes` quantization configuration:
+
+- **load_in_8bit:** False
+- **load_in_4bit:** True
+- **llm_int8_threshold:** 6.0
+- **llm_int8_skip_modules:** None
+- **llm_int8_enable_fp32_cpu_offload:** False
+- **llm_int8_has_fp16_weight:** False
+- **bnb_4bit_quant_type:** nf4
+- **bnb_4bit_use_double_quant:** True
+- **bnb_4bit_compute_dtype:** bfloat16
+
+### Framework Versions
 
 - PEFT 0.4.0
+
+## How to Use
+
+### Installation
+
+Install the necessary libraries:
+
+```bash
+pip install transformers