Update README.md

README.md

@@ -40,21 +40,54 @@ model-index:
 # tinybiggames/Hermes-2-Pro-Llama-3-8B-Q4_K_M-GGUF
 This model was converted to GGUF format from [`NousResearch/Hermes-2-Pro-Llama-3-8B`](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
 Refer to the [original model card](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) for more details on the model.
-## Use with tinyBigGAMES's Local LLM Inference Libraries
-
-Add to **config.json**
-
-```Json
-    {
-      "filename": "hermes-2-pro-llama-3-8b.Q4_K_M.gguf",
-      "name": "hermes2pro:8B:Q4_K_M",
-      "max_context": 8000,
-      "template": "<|im_start|>%s\\n%s<|im_end|>\\n",
-      "template_end": "<|im_start|>assistant",
-      "stop": [
-        "<|im_start|>",
-        "<|im_end|>",
-        "assistant"
-      ]
-    }
-```
+## Use with tinyBigGAMES's LMEngine Inference Library
+
+
+How to configure LMEngine:
+
+```Delphi
+Config_Init(
+ 'C:/LLM/gguf', // path to model files
+ -1             // number of GPU layer, -1 to use all available layers
+);
+```
+
+How to define model:
+
+```Delphi
+Model_Define('hermes-2-pro-llama-3-8b.Q4_K_M.gguf','hermes2pro:8B:Q4KM', 8000, '<|im_start|>{role}\n{content}<|im_end|>\n', '<|im_start|>assistant');
+```
+
+How to add a message:
+
+```Delphi
+Message_Add(
+  ROLE_USER,    // role
+ 'What is AI?'  // content
+);
+```
+
+`{role}` - will be substituted with the message "role"  
+`{content}` - will be substituted with the message "content"
+
+How to do inference:
+
+```Delphi
+var
+  LTokenOutputSpeed: Single;
+  LInputTokens: Int32;
+  LOutputTokens: Int32;
+  LTotalTokens: Int32;
+  
+if Inference_Run('hermes2pro:8B:Q4KM', 1024) then
+  begin
+    Inference_GetUsage(nil, @LTokenOutputSpeed, @LInputTokens, @LOutputTokens, @LTotalTokens);
+    Console_PrintLn('', FG_WHITE);
+    Console_PrintLn('Tokens :: Input: %d, Output: %d, Total: %d, Speed: %3.1f t/s', FG_BRIGHTYELLOW, LInputTokens, LOutputTokens, LTotalTokens, LTokenOutputSpeed);
+  end
+else
+  begin
+    Console_PrintLn('', FG_WHITE);
+    Console_PrintLn('Error: %s', FG_RED, Error_Get());
+  end;
+```