Update README.md

README.md

@@ -1,19 +1,3 @@
-# Quantization
-Created with [lambda-quant](https://github.com/LambdaLabsML/lambda-quant/tree/f97108fe4a9ee061a7b969b23a9605a6d561863d) on `Python 3.10.12 (main, Nov  6 2024, 20:22:13) [GCC 11.4.0]`
-
-Base Model: [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)
-
-Quantized using [gptqmodel==2.1.0](https://github.com/ModelCloud/GPTQModel)
-
-Steps to create:
-1. `git clone https://github.com/LambdaLabsML/lambda-quant`
-2. `git checkout f97108fe4a9ee061a7b969b23a9605a6d561863d`
-3. `python quantize.py -m meta-llama/Llama-3.1-8B-Instruct -q GPTQ-Int4`
-## Evaluation
-TODO
-## Benchmarks
-TODO
-# Base Model README.md
 ---
 language:
 - en
@@ -204,6 +188,26 @@ extra_gated_description: The information you provide will be collected, stored,
   and shared in accordance with the [Meta Privacy Policy](https://www.facebook.com/privacy/policy/).
 extra_gated_button_content: Submit
 ---
+# Quantization
+Created with [lambda-quant](https://github.com/LambdaLabsML/lambda-quant/tree/f97108fe4a9ee061a7b969b23a9605a6d561863d) on `Python 3.10.12 (main, Nov  6 2024, 20:22:13) [GCC 11.4.0]`
+
+Base Model: [meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)
+
+Quantized using [gptqmodel==2.1.0](https://github.com/ModelCloud/GPTQModel)
+
+Steps to create:
+1. `git clone https://github.com/LambdaLabsML/lambda-quant`
+2. `git checkout f97108fe4a9ee061a7b969b23a9605a6d561863d`
+3. `python quantize.py -m meta-llama/Llama-3.1-8B-Instruct -q GPTQ-Int4`
+
+## Evaluation
+TODO
+
+## Benchmarks
+TODO
+
+# Base Model README.md
+
 
 ## Model Information