Update README.md

README.md

@@ -1,73 +1,57 @@
 ---
 library_name: transformers
-tags: []
+tags: [story generation, AI creativity, NLP, prompt-based storytelling]
 ---
 
-# Model Card for Model ID
-
-<!-- Provide a quick summary of what the model is/does. -->
-
-
+# Model Card for LoomAI
 
 ## Model Details
 
 ### Model Description
 
-<!-- Provide a longer summary of what this model is. -->
+LoomAI is a fine-tuned 🤗 transformers model designed to generate stories or the beginning of a story based on a user-provided prompt. This model is a key component of the Loomina project, enabling users to interact with AI to kickstart their creative writing process.
 
-This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+- **Developed by:** Shrujan
+- **Funded by:** Self-funded
+- **Shared by:** Shrujan
+- **Model type:** Transformer-based language model
+- **Language(s) (NLP):** English
+<!-- - **License:** [More Information Needed] -->
+- **Finetuned from model:** LLAMA2
 
-- **Developed by:** [More Information Needed]
-- **Funded by [optional]:** [More Information Needed]
-- **Shared by [optional]:** [More Information Needed]
-- **Model type:** [More Information Needed]
-- **Language(s) (NLP):** [More Information Needed]
-- **License:** [More Information Needed]
-- **Finetuned from model [optional]:** [More Information Needed]
-
-### Model Sources [optional]
+<!-- ### Model Sources [optional]
 
 <!-- Provide the basic links for the model. -->
 
-- **Repository:** [More Information Needed]
+<!-- - **Repository:** [More Information Needed]
 - **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]  -->
 
 ## Uses
 
-<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
-
 ### Direct Use
 
-<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+LoomAI is specifically designed to generate story introductions or full stories based on prompts provided by users. It is ideal for writers seeking inspiration or anyone looking to explore creative storytelling.
 
-[More Information Needed]
-
-### Downstream Use [optional]
 
-<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+### Downstream Use 
 
-[More Information Needed]
+LoomAI can be further fine-tuned for specific genres or styles of storytelling, or integrated into applications that assist in creative writing.
 
 ### Out-of-Scope Use
 
-<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
-
-[More Information Needed]
+The model is not intended for factual content generation or use cases requiring high accuracy in information. It should not be used for generating harmful, misleading, or inappropriate content.
 
 ## Bias, Risks, and Limitations
 
-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
-
-[More Information Needed]
+The model may generate biased or inappropriate content, as it relies on data that could include such biases. Users should carefully review outputs, especially in sensitive contexts.
 
 ### Recommendations
 
-<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
-
-Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
-
-## How to Get Started with the Model
+- Implement content filters to manage the generation of inappropriate material.
+- Encourage user supervision to ensure content aligns with intended use.
+- 
+<!-- ## How to Get Started with the Model
 
 Use the code below to get started with the model.
 
@@ -77,28 +61,26 @@ Use the code below to get started with the model.
 
 ### Training Data
 
-<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
-
-[More Information Needed]
+The model was fine-tuned on a dataset curated for storytelling, including a variety of story beginnings, plots, and narrative styles to enhance its ability to generate engaging story introductions.
 
 ### Training Procedure
 
 <!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
 
-#### Preprocessing [optional]
+<!-- #### Preprocessing [optional]
 
-[More Information Needed]
+[More Information Needed] -->
 
 
-#### Training Hyperparameters
+<!-- #### Training Hyperparameters
 
 - **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
 
-#### Speeds, Sizes, Times [optional]
+<!-- #### Speeds, Sizes, Times [optional]  -->
 
 <!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
 
-[More Information Needed]
+[More Information Needed] -->
 
 ## Evaluation
 
@@ -190,9 +172,9 @@ Carbon emissions can be estimated using the [Machine Learning Impact calculator]
 
 [More Information Needed]
 
-## Model Card Authors [optional]
+## Model Card Authors
 
-[More Information Needed]
+Shrujan
 
 ## Model Card Contact