Update README.md

README.md

@@ -2,104 +2,52 @@
 library_name: peft
 base_model: facebook/opt-125m
 pipeline_tag: text-generation
+datasets:
+- rubend18/DALL-E-Prompts-OpenAI-ChatGPT
 ---
 
-# Model Card for Model ID
-
-<!-- Provide a quick summary of what the model is/does. -->
-
-
-
-## Model Details
+---
+library_name: peft
+base_model: EleutherAI/gpt-neo-1.3B
+datasets:
+- rubend18/DALL-E-Prompts-OpenAI-ChatGPT
+pipeline_tag: text-generation
+widget:
+- text: chocolate milk
+  example_title: Prompt Completion
+---
 
 ### Model Description
 
-<!-- Provide a longer summary of what this model is. -->
-
-
-
-- **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]
-
-<!-- Provide the basic links for the model. -->
-
-- **Repository:** [More Information Needed]
-- **Paper [optional]:** [More Information Needed]
-- **Demo [optional]:** [More Information Needed]
+Magic wand 🪄 is a prompt completion model fine-tuned on GPT OPT 125M, used for text2img models such as Dalle, Midjourney, and Stable Diffusion. It is a smaller version of https://huggingface.co/therealcyberlord/magicwand-gptneo-1.3b
 
 ## Uses
+Type something that you want to generate and magic wand will complete it for you. Think about it as a friendly guide when you don't have any ideas about what to generate.
 
-<!-- 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. -->
-
-[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 -->
-
-[More Information Needed]
-
-### Out-of-Scope Use
+**Input:** Chocolate milk  
+**Completion:** Chocolate milk glowing and floating in a barber shop, realistic
 
-<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
 
-[More Information Needed]
-
-## Bias, Risks, and Limitations
-
-<!-- This section is meant to convey both technical and sociotechnical limitations. -->
-
-[More Information Needed]
-
-### 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.
+### Limitations
+Currently the model produces repetitions with longer sequences
 
 ## How to Get Started with the Model
+```
+from peft import PeftModel, PeftConfig
+from transformers import AutoModelForCausalLM
 
-Use the code below to get started with the model.
-
-[More Information Needed]
+config = PeftConfig.from_pretrained("therealcyberlord/magicwand-opt-125m")
+model = AutoModelForCausalLM.from_pretrained("facebook/opt-125m")
+model = PeftModel.from_pretrained(model, "therealcyberlord/magicwand-opt-125m")
+```
 
 ## Training Details
+Trained for 2000 steps on rubend18/DALL-E-Prompts-OpenAI-ChatGPT
 
-### 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]
 
-### 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]
-
-[More Information Needed]
-
-
-#### 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]
-
-<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+### Framework versions
 
-[More Information Needed]
+- PEFT 0.7.2.dev0
 
 ## Evaluation