Add some snippets to the README

Hi PygmalionAI team,

I'm a big fan of your models (Been trying a few of them to integrate into a project I'm working on). But there's been quite a few rough spots and I wanted to see what you thought about including some snippets like the one's in this PR just to give people that first step for using your model(s) which might help promote wider use of them.

If you're not looking for any kind of changes like this just disregrard or close this PR :)

README.md

@@ -32,6 +32,26 @@ and conversations with synthetically generated instructions attached.
 
 This model is freely available for both commercial and non-commercial use, as per the Llama-2 license.
 
+## Model Initialisation
+
+One way to get started with the model is using HuggingFace's [transformers](https://huggingface.co/docs/transformers/index) library:
+
+```python
+import torch
+from transformers import AutoTokenizer, pipeline
+
+# App config
+modelName = "PygmalionAI/pygmalion-2-7b"
+
+# Model Initialisation
+tokenizer = AutoTokenizer.from_pretrained(modelName)
+pipeline = pipeline(
+    "text-generation",
+    model=modelName,
+    torch_dtype=torch.float16,
+	device="cuda", # cuda on a compatible Nvidia GPU is recommended for running this model
+)
+```
 
 ## Prompting
 
@@ -52,6 +72,19 @@ The system prompt has been designed to allow the model to "enter" various modes
 You shall reply to the user while staying in character, and generate long responses.
 ```
 
+Using the pipeline snippet above:
+
+```python
+conversation_with_response = pipeline(
+  "Hi, can you tell me how cool Pygmalion models are?", # Use the tokens described above when prompting
+  do_sample=True,
+  top_k=10,
+  num_return_sequences=1,
+  eos_token_id=tokenizer.eos_token_id,
+  max_new_tokens=128 
+)
+```
+
 ## Dataset
 The dataset used to fine-tune this model includes our own [PIPPA](https://huggingface.co/datasets/PygmalionAI/PIPPA), along with several other instruction
 datasets, and datasets acquired from various RP forums.