Update README.md

README.md

@@ -2,40 +2,51 @@
 license: apache-2.0
 ---
 
-#  DeciLM-7b-instruct GGUF checkpoints (llama.cpp compatible)
+# DeciLM-7b-instruct GGUF checkpoints
+This repository includes DeciLM-7b-instruct checkpoints in the GGUF format.<br>
+DeciLM performs well on commodity CPUs using the llama.cpp codebase.
 
-
-## Chat template
-- Feed the chat template to DeciLM-7b-instruct quantized to INT8.
-```text
-./main -m ~/Downloads/decilm-7b-uniform-gqa-q8_0.gguf -p """
-### System:
-You are an AI assistant that follows instruction extremely well. Help as much as you can.
-### User:
-How do I make the most delicious pancakes the world has ever tasted?
-### Assistant:
-"""
+## 1. Clone and build llama.cpp (1 minute)
 ```
-
-- Running on MacBook M2 Pro 32gb::
+git clone https://github.com/ggerganov/llama.cpp && cd llama.cpp && make -j
 ```
-### System:
-You are an AI assistant that follows instruction extremely well. Help as much as you can.
-### User:
-How do I make the most delicious pancakes the world has ever tasted?
-### Assistant:
- To make the most delicious pancakes the world ever tasted, follow these steps:
 
-1. In a mixing bowl, combine 2 cups of all-purpose flour, 4 tablespoons of sugar, and 3 teaspoon of baking powder with 1/2 teaspoon salt, mix well.
-2. Make a hole in the center and pour in 4 eggs and 1 cup of milk, whisk well mix it until smooth. Add 3 table spoon of oil and a tables of melted butter.
-3. Heat your frying pan with little bit butter or oil and ladle batter onto the pan, spread it with 1/2 inch width. Wait for small bubbles to form in the surface and flip over to brown other side until golden.
-4. Enjoy your delicious pancakes [end of text]
+## 2. Download the GGUF checkpoint
+- Go to "Files"
+  - Click on "decilm-7b-uniform-gqa-q8_0.gguf"
+    - Click on the "Download" button
 
-llama_print_timings:        load time =     343.16 ms
-llama_print_timings:      sample time =      14.69 ms /   172 runs   (    0.09 ms per token, 11712.63 tokens per second)
-llama_print_timings: prompt eval time =     239.48 ms /    52 tokens (    4.61 ms per token,   217.14 tokens per second)
-llama_print_timings:        eval time =    7767.20 ms /   171 runs   (   45.42 ms per token,    22.02 tokens per second)
-llama_print_timings:       total time =    8045.89 ms
-ggml_metal_free: deallocating
-Log end
-```
+## 3. Generate outputs
+- Feed the chat template to DeciLM-7b-instruct quantized to INT8.
+    ```text
+    ./main -m ~/Downloads/decilm-7b-uniform-gqa-q8_0.gguf -p """
+    ### System:
+    You are an AI assistant that follows instruction extremely well. Help as much as you can.
+    ### User:
+    How do I make the most delicious pancakes the world has ever tasted?
+    ### Assistant:
+    """
+    ```
+
+- Running on MacBook M2 Pro 32gb::
+    ```
+    ### System:
+    You are an AI assistant that follows instruction extremely well. Help as much as you can.
+    ### User:
+    How do I make the most delicious pancakes the world has ever tasted?
+    ### Assistant:
+     To make the most delicious pancakes the world ever tasted, follow these steps:
+    
+    1. In a mixing bowl, combine 2 cups of all-purpose flour, 4 tablespoons of sugar, and 3 teaspoon of baking powder with 1/2 teaspoon salt, mix well.
+    2. Make a hole in the center and pour in 4 eggs and 1 cup of milk, whisk well mix it until smooth. Add 3 table spoon of oil and a tables of melted butter.
+    3. Heat your frying pan with little bit butter or oil and ladle batter onto the pan, spread it with 1/2 inch width. Wait for small bubbles to form in the surface and flip over to brown other side until golden.
+    4. Enjoy your delicious pancakes [end of text]
+    
+    llama_print_timings:        load time =     343.16 ms
+    llama_print_timings:      sample time =      14.69 ms /   172 runs   (    0.09 ms per token, 11712.63 tokens per second)
+    llama_print_timings: prompt eval time =     239.48 ms /    52 tokens (    4.61 ms per token,   217.14 tokens per second)
+    llama_print_timings:        eval time =    7767.20 ms /   171 runs   (   45.42 ms per token,    22.02 tokens per second)
+    llama_print_timings:       total time =    8045.89 ms
+    ggml_metal_free: deallocating
+    Log end
+    ```