Update README.md

README.md

@@ -10,15 +10,15 @@ tags:
   - Storywriter
 ---
 
-# GOAT-70B-STORYTELLING model
+# GOAT-70B-Storytelling model
 
-![GOAT-70B-STORYTELLING](https://assets.adapt.ws/files/20231117_ehznrqludevtapck.png)
+![GOAT-70B-Storytelling](https://assets.adapt.ws/files/20231117_ehznrqludevtapck.png)
 
 GOAT-70B-Storytelling model developed by GOAT.AI lab for autonomous story-writing. 
 
 
-# GOAT-STORYTELLING-AGENT
-The GOAT-70B-STORYTELLING model has been developed as an integral component within the GOAT-STORYTELLING-AGENT Framework. This framework is designed to facilitate the generation of high-quality, cohesive, and captivating narratives, including stories and books. It achieves this by utilizing inputs such as plot outlines, character profiles, their interrelationships, and other relevant details. Example is provided below.
+# GOAT-Storytelling-Agent
+The GOAT-70B-Storytelling model has been developed as an integral component within the GOAT-Storytelling-Agent. This agent facilitates the generation of high-quality, cohesive, and captivating narratives, including stories and books. It achieves this by utilizing inputs such as plot outlines, character profiles, their interrelationships, and other relevant details. Example is provided below.
 
 Generated examples can be accessed [here](https://huggingface.co/datasets/GOAT-AI/generated-novels)
 # Model description
@@ -29,10 +29,10 @@ Generated examples can be accessed [here](https://huggingface.co/datasets/GOAT-A
 ### Learn more
 
 - **Blog:** TBA
-- **Framework:** github.com/GOAT-STORYTELLING-AGENT (TBA)
+- **GitHub:** github.com/GOAT-Storytelling-Agent (TBA)
 ## Uses
 
-The main purpose of GOAT-70B-STORYTELLING is to generate books, novels, moviescripts and etc. as an agent in cope with our GOAT-STORYTELLING-AGENT Framework. It is specifically designed for storywriters.
+The main purpose of GOAT-70B-Storytelling is to generate books, novels, movie scripts and etc. as an agent in coping with our GOAT-Storytelling-Agent. It is specifically designed for storywriters.
 
 ## Usage
 
@@ -44,7 +44,7 @@ import torch
 
 from transformers import AutoTokenizer, AutoModelForCausalLM
 
-model_name = "GOAT-AI/GOAT-70B-STORYTELLING"
+model_name = "GOAT-AI/GOAT-70B-Storytelling"
 
 tokenizer = AutoTokenizer.from_pretrained(model_name)
 model = AutoModelForCausalLM.from_pretrained(
@@ -52,11 +52,11 @@ model = AutoModelForCausalLM.from_pretrained(
     torch_dtype=torch.bfloat16
 )
 ```
-Currently, we support LLM endpoint generation, where you need to send a post request to generation endpoint (we recommend using Text Generation Inference by HuggingFace)
+Currently, we support LLM endpoint generation, where you need to send a post request to the generation endpoint (we recommend using Text Generation Inference by HuggingFace)
 
 First, modify config.py and add your generation endpoint.
 
-Then you can use it inside via GOAT-STORYTELLING-AGENT framework:
+Then you can use it inside via GOAT-Storytelling-Agent:
 
 ```python
 from goat_storytelling_agent.story_processor.prompt_manager import generate_story
@@ -65,10 +65,10 @@ novel_scenes = generate_story('never too much coffee', form='novel')
 ```
 ## License
 
-GOAT-70B-STORYTELLING model is based on [Meta's LLaMA-2-70b-hf](https://huggingface.co/meta-llama/Llama-2-70b-hf), and using own datasets.  
+GOAT-70B-Storytelling model is based on [Meta's LLaMA-2-70b-hf](https://huggingface.co/meta-llama/Llama-2-70b-hf), and using own datasets.  
 
-GOAT-70B-STORYTELLING model weights are available under LLAMA-2 license. Note that the GOAT-70B-STORYTELLING model weights require access to the LLaMA-2 model weighs. The GOAT-70B-STORYTELLING model is based on LLaMA-2 and should be used according to the LLaMA-2 license. 
+GOAT-70B-Storytelling model weights are available under LLAMA-2 license. Note that the GOAT-70B-Storytelling model weights require access to the LLaMA-2 model weighs. The GOAT-70B-Storytelling model is based on LLaMA-2 and should be used according to the LLaMA-2 license. 
 
 ### Risks and Biases 
 
-GOAT-70B-STORYTELLING model can produce factually incorrect output and should not be relied on to deliver factually accurate information. Therefore, the GOAT-70B-STORYTELLING model could possibly generate wrong, biased, or otherwise offensive outputs.
+GOAT-70B-Storytelling model can produce factually incorrect output and should not be relied on to deliver factually accurate information. Therefore, the GOAT-70B-Storytelling model could possibly generate wrong, biased, or otherwise offensive outputs.