Dunkhell
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diff --git a/‎api/src/main/java/openai/completion/CompletionChoice.java
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diff --git a/‎api/src/main/java/openai/completion/CompletionRequest.java
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diff --git a/‎api/src/main/java/openai/completion/LogProbResult.java
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@@ -8,6 +8,7 @@ Includes the following artifacts:
 as well as an example project using the client.
 
 ## Usage
+### Using OpenAiService
 If you're looking for the fastest solution, import the `client` and use [OpenAiService](client/src/main/java/openai/OpenAiService.java).
 ```
 OpenAiService service = new OpenAiService(your_token)
@@ -17,11 +18,14 @@ completionRequest.setEcho(true);
 service.createCompletion("ada", completionRequest).getChoices().forEach(System.out::println);
 ```
 
+### Using OpenAiApi Retrofit client
 If you're using retrofit, you can import the `client` module and use the [OpenAiApi](client/src/main/java/openai/OpenAiApi.java).  
 You'll have to add your auth token as a header (see [AuthenticationInterceptor](client/src/main/java/openai/AuthenticationInterceptor.java))
 and set your converter factory to use snake case and only include non-null fields.
 
-If you want to make your own client, just import the POJOs from the `api` module.
+### Using data classes only
+If you want to make your own client, just import the POJOs from the `api` module.  
+Your client will need to use snake case to work with the OpenAI API.
 
 ## Running the example project
 All the [example](example/src/main/java/example/OpenAiApiExample.java) project requires is your OpenAI api token
 
@@ -18,7 +18,11 @@ public class CompletionChoice {
      * This index of this completion in the returned list.
      */
     Integer index;
-    // todo add logprobs
+
+    /**
+     * The log probabilities of the chosen tokens and the top {@link CompletionRequest#logprobs} tokens
+     */
+    LogProbResult logprobs;
 
     /**
      * The reason why GPT-3 stopped generating, for example "length".
 
@@ -74,7 +74,7 @@ public class CompletionRequest {
      * Up to 4 sequences where the API will stop generating further tokens.
      * The returned text will not contain the stop sequence.
      */
-    List<String> stop; //todo test this
+    List<String> stop;
 
     /**
      * Number between 0 and 1 (default 0) that penalizes new tokens based on whether they appear in the text so far.
 
@@ -0,0 +1,37 @@
+package openai.completion;
+
+import lombok.Data;
+
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Log probabilities of different token options
+ * Returned if {@link CompletionRequest#logprobs} is greater than zero
+ *
+ * https://beta.openai.com/docs/api-reference/create-completion
+ */
+@Data
+public class LogProbResult {
+
+    /**
+     * The tokens chosen by the completion api
+     */
+    List<String> tokens;
+
+    /**
+     * The log probability of each token in {@link tokens}
+     */
+    List<Double> tokenLogprobs;
+
+    /**
+     * A map for each index in the completion result.
+     * The map contains the top {@link CompletionRequest#logprobs} tokens and their probabilities
+     */
+    List<Map<String, Double>> topLogprobs;
+
+    /**
+     * The character offset from the start of the returned text for each of the chosen tokens.
+     */
+    List<Integer> textOffset;
+}