Update README.md

README.md

@@ -1,3 +1,63 @@
 ---
 license: mit
+datasets:
+- Open-Orca/OpenOrca
+- conceptofmind/cot_submix_original
+- conceptofmind/t0_submix_original
+- conceptofmind/niv2_submix_original
+- conceptofmind/flan2021_submix_original
+- ehartford/dolphin
+language:
+- en
+tags:
+- merge
+- slerp
+inference: false
+metrics:
+- accuracy
+- bleu
 ---
+<h1 style="text-align: center">Orfini</h1>
+<h2 style="text-align: center">An experimental model</h2>
+<hr>
+
+
+## Model Details
+Orfini is an experimental merged model created from the following three foundation models:
+
+- stabilityai/StableBeluga-7B
+- pankajmathur/orca_mini_v3_7b  
+- AIDC-ai-business/Marcoroni-7B
+  
+Orfini was created by merging the weights and architectures of these three models using a custom merging technique. No further fine-tuning was performed after the merge.
+
+Once the model obtains it's evaluation scores, then we'll know if it works or not.
+
+## Intended Use
+As an experimental model, Orfini is intended for testing and research purposes only. It should not be used for production systems or to generate content for public use.
+
+## Training Data
+Orfini inherits training data from its three foundation models:
+
+- StableBeluga-7B: COT, Niv2, t0, & FLAN2021
+- dolphin-llama2-7b: Dolphin
+- Marcoroni-7B: OpenOrca
+
+## Limitations
+As an untested merged model, Orfini has unknown capabilities and limitations. Potential issues include:
+
+- Instability due to merged architectures
+- Compounded bias and issues from all three foundation models
+- Decreased performance on some tasks compared to the foundation models
+
+Extensive testing is required to characterize Orfini's capabilities and limitations.
+
+## Ethical Considerations
+- Orfini may exhibit harmful biases inherited from its training data
+- Output may be unreliable or manipulated due to instability
+- Experimental nature increases potential for misuse
+
+Use this model ethically and do not deploy it for sensitive applications.
+
+## Contact Information
+Please report issues or concerns with this model to the creator for further investigation.