Update README.md

Adding of README file.

README.md

@@ -1,3 +1,58 @@
 ---
-license: mit
+language: 
+- en
+thumbnail: "https://github.com/faGH/fa.creative/blob/master/Icons/FrostAura/FA%20Logo/FrostAura.Logo.Complex.png?raw=true"
+tags:
+- text-generation
+- machine-learning
+- deep-learning
+- pytorch
+license: "mit"
+datasets:
+- na
+metrics:
+- na
 ---
+# fa.intelligence.models.generative.novels.fiction
+## Description
+This FrostAura Intelligence is a fine-tuned version of [EleutherAI/gpt-neox-20b](https://huggingface.co/EleutherAI/gpt-neox-20b) for fictional text content generation.
+
+## Getting Started
+### PIP Installation
+```
+pip install -U --no-cache-dir transformers
+```
+### Usage
+```
+from transformers import GPTNeoXForCausalLM, GPTNeoXTokenizerFast
+
+model_name = 'FrostAura/gpt-neox-20b-fiction-novel-generation'
+model = GPTNeoXForCausalLM.from_pretrained(model_name)
+tokenizer = GPTNeoXTokenizerFast.from_pretrained(model_name)
+
+prompt = 'GPTNeoX20B is a 20B-parameter autoregressive Transformer model developed by EleutherAI.'
+
+input_ids = tokenizer(prompt, return_tensors="pt").input_ids
+
+gen_tokens = model.generate(
+  input_ids,
+  do_sample=True,
+  temperature=0.9,
+  max_length=100,
+)
+gen_text = tokenizer.batch_decode(gen_tokens)[0]
+
+print(f'Result: {gen_text}')
+```
+
+## Contribute
+In order to contribute, simply fork the repository, make changes and create a pull request.
+
+## Support
+If you enjoy FrostAura open-source content and would like to support us in continuous delivery, please consider a donation via a platform of your choice.
+
+| Supported Platforms | Link |
+| ------------------- | ---- |
+| PayPal | [Donate via Paypal](https://www.paypal.com/donate/?hosted_button_id=SVEXJC9HFBJ72) |
+
+For any queries, contact dean.martin@frostaura.net.