Update README.md

README.md

@@ -1,6 +1,6 @@
 # Introduction
 
-![Running SLMs in web browsers](thumb_small_language_model.jpg)
+![Running SLMs in web browsers](docs/thumb_small_language_model.jpg)
 
 This repository is part of [playbook for experiments on fine tuning small language models](https://ashishware.com/2025/11/16/slm_in_browser/) using LoRA, exporting them to ONNX and running them locally using ONNX compatibale runtime  like javascript(node js) and WASM (browser)
 
@@ -15,7 +15,8 @@ This repository is part of [playbook for experiments on fine tuning small langua
 - Simple run `node app.js`
 This is what you should see
 
-![NodeJS application showing paraphrasing screen](slm_nodejs.gif)
+![NodeJS application showing paraphrasing screen](docs/slm_nodejs.gif)
+![NodeJS runtime memory usage](node_runtime_ram.png)
 
 ### To run web browser based demo (WASM based in-browser inference)
 
@@ -23,8 +24,8 @@ This is what you should see
 
 This is what you should see 
 
-![NodeJS application showing paraphrasing screen](slm_web_wasm.gif)
-
+![Web browser showing memory usage when running onnx model using WASM](docs/slm_web_wasm.gif)
+![Web browser memory usage](docs/wasm_runtime_ram.png)
 
 ### Citation