Update README.md

README.md

@@ -3,11 +3,14 @@ license: apache-2.0
 ---
 # Lite-Mistral-150M-v2-Instruct
 
-This is a Lite series model based on the Mistral architecture, comprising approximately 157 million parameters.
+This is a Lite series model based on the Mistral architecture, comprising approximately 157 million parameters. <br>
+The primary goal of this 150-million parameter model was to develop a compact and efficient model capable of operating on a wide range of devices, while maintaining a reasonable level of functionality and coherence for its small size. <br>
+A smaller model scale may lead to challenges in preserving context over multi-turn conversations. Consequently, there is a risk of inconsistent or inaccurate responses. 
 
 <a href="https://huggingface.co/OuteAI/Lite-Mistral-150M-v2-Instruct">Lite-Mistral-150M-v2-Instruct</a> <br>
 <a href="https://huggingface.co/OuteAI/Lite-Mistral-150M-v2-Instruct-GGUF">Lite-Mistral-150M-v2-Instruct-GGUF</a> <br>
 
+
 ## Improvements from v1:
 - Extended Training: Further refinement of the model, resulting in improved benchmark performance and overall text generation quality.
 - Tokenizer changes.
@@ -15,65 +18,80 @@ This is a Lite series model based on the Mistral architecture, comprising approx
 ## How coherent is the 150M model?
 Let's look at real-world examples:
 
-## Example 1
-```
-Input:
-<s>user
-What is the capital of France?</s> 
-<s>assistant
-The capital of France is Paris.</s> 
-<s>user
-What is the capital of Spain?</s>
-
-Response:
-<s>assistant
-The capital of Spain is Madrid, which is known for its beautiful architecture and rich history.</s>
-```
-
-## Example 2
-```
-Input:
-<s>user
-Who wrote the play "Romeo and Juliet"?</s>
-
-Response:
-<s>assistant
-The play "Romeo and Juliet" was written by William Shakespeare.</s>
-```
-
-## Example 3
-```
-Input:
-<s>user
-Tell me a joke</s>
-
-Response:
-<s>assistant
-Why did the chicken cross the playground? Because it wanted to see who could get the ball!</s>
-```
-
-## Example 4 (RP)
-```
-Input:
-<s>user
-Let's roleplay. I'll be a customer at a restaurant, and you be the waiter. Ready?</s> 
-<s>assistant
-Certainly! I'll play the role of a waiter. Please go ahead and start the roleplay when you're ready.</s> 
-<s>user
-Hello, I'd like to see the menu please.</s> 
-<s>assistant
-Good evening, sir! Welcome to our restaurant. Here's our menu for today. May I recommend our chef's special, the grilled salmon with lemon butter sauce? Let me know if you have any questions about our dishes.</s> 
-<s>user
-I'll have the salmon. What wines do you recommend to go with it?</s> 
-
-Response:
-<s> assistant
-To go with your salmon, we suggest a pair of red-tailed or white-tailed jackfights. The grilled salmon is creamy and has a nice acidity. The lemon butter sauce is a great addition to this dish.</s>
-```
-
-While the model performs well for straightforward tasks, it may lack depth in complex topics or sophisticated creative abilities.
-It's optimized for scenarios where computational efficiency is paramount.
-As a lightweight model, it may exhibit reduced accuracy and coherence compared to larger language models.
+<details open> 
+  <summary>Example 1</summary>
+  
+  ```
+  Input:
+  <s>user
+  What is the capital of France?</s> 
+  <s>assistant
+  The capital of France is Paris.</s> 
+  <s>user
+  What is the capital of Spain?</s>
+  
+  Response:
+  <s>assistant
+  The capital of Spain is Madrid, which is known for its beautiful architecture and rich history.</s>
+  ```
+
+</details>
+
+<details open> 
+  <summary>Example 2</summary>
+
+  ```
+  Input:
+  <s>user
+  Who wrote the play "Romeo and Juliet"?</s>
+  
+  Response:
+  <s>assistant
+  The play "Romeo and Juliet" was written by William Shakespeare.</s>
+  ```
+
+</details>
+
+
+<details> 
+  <summary>Example 3</summary>
+
+  ```
+  Input:
+  <s>user
+  Tell me a joke</s>
+  
+  Response:
+  <s>assistant
+  Why did the chicken cross the playground? Because it wanted to see who could get the ball!</s>
+  ```
+
+</details>
+
+<details> 
+  <summary>Example 4 (RP)</summary>
+
+  ```
+  Input:
+  <s>user
+  Let's roleplay. I'll be a customer at a restaurant, and you be the waiter. Ready?</s> 
+  <s>assistant
+  Certainly! I'll play the role of a waiter. Please go ahead and start the roleplay when you're ready.</s> 
+  <s>user
+  Hello, I'd like to see the menu please.</s> 
+  <s>assistant
+  Good evening, sir! Welcome to our restaurant. Here's our menu for today. May I recommend our chef's special, the grilled salmon with lemon butter sauce? Let me know if you have any questions about our dishes.</s> 
+  <s>user
+  I'll have the salmon. What wines do you recommend to go with it?</s> 
+  
+  Response:
+  <s> assistant
+  To go with your salmon, we suggest a pair of red-tailed or white-tailed jackfights. The grilled salmon is creamy and has a nice acidity. The lemon butter sauce is a great addition to this dish.</s>
+  ```
+
+</details>
+
+The model shows some promise in understanding context related to simple requests, but it's clear that it still struggles with more complex or nuanced situations.
 
 ## Benchmarks: