Update README.md

README.md

@@ -31,22 +31,35 @@ in different languages. The finetuning was always performed using English instru
 
 ### Model Description
 
-Model
-Embedding Size
-Description
-Pharia-1-Embedding-4608-control
-4608
-Pharia-1-Embedding-4608-control is an Embedding model optimized for German, French and Spanish and designed for customizable embeddings at runtime via instructions (prompts).
+
+|Model                           |Embedding Size|Description|
+|--------------------------------|--------------|-----------|
+|Pharia-1-Embedding-4608-control |4608|Pharia-1-Embedding-4608-control is an Embedding model optimized for German, French and Spanish and designed for customizable embeddings at runtime via instructions (prompts)|
 
 <!-- Provide a longer summary of what this model is. -->
 
-### Model Sources [optional]
+### Model Access
+
+We provide access to our models through the channels listed below.
+- On-premise installation: Our customers are supplied with our full LLM and Embedding model stack, including model weights
+and inference runtime. Contact us for options to deploy Pharia-1-Embedding-4608-control in any cloud or on-premise environment. 
+We provide our customers with open access to our full model checkpoint including weights and code for commercial use.
+Please refer to the changelog for updates to the models served. We do not deprecate officially released versions
+ of old model generations when we release newer versions, so users can continue to have access to available models.
+No prompt data is stored when using our systems, which means that we do not 
+collect PII (personally identifiable information) for any of our public API users as detailed in our Terms & Conditions. 
+We do not log user inputs to the models. We do not train on user data.
+- **Note:** The same models are made available to users regardless of their geographic location, 
+and the input language but subject to sanction regimes, technology export regulations, and other restrictions that may apply. 
+The same offering is provided to all countries within and external to the European Union if no legal restrictions apply.
+
 
-<!-- Provide the basic links for the model. -->
+<!-- Provide the basic links for the model. 
 
 - **Repository:** [More Information Needed]
 - **Paper [optional]:** [More Information Needed]
 - **Demo [optional]:** [More Information Needed]
+-->
 
 ## Uses