diff --git a/packages/@pufflig/ps-models/src/models/hf.ts b/packages/@pufflig/ps-models/src/models/hf.ts
index bb471dd..bc146da 100644
--- a/packages/@pufflig/ps-models/src/models/hf.ts
+++ b/packages/@pufflig/ps-models/src/models/hf.ts
@@ -11,8 +11,8 @@ export const hf_settings = [
 ];
 
 export const hf_completion: ModelDefinition = {
-  "gpt-2": {
-    modelId: "gpt-2",
+  gpt2: {
+    modelId: "gpt2",
     description: "",
     settings: hf_settings,
     streaming: false,
diff --git a/packages/@pufflig/ps-models/src/models/openai.ts b/packages/@pufflig/ps-models/src/models/openai.ts
index 3f98963..db65885 100644
--- a/packages/@pufflig/ps-models/src/models/openai.ts
+++ b/packages/@pufflig/ps-models/src/models/openai.ts
@@ -30,7 +30,7 @@ export const openai_completion: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 4097,
@@ -93,7 +93,7 @@ export const openai_completion: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 16384,
@@ -156,7 +156,7 @@ export const openai_completion: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 16384,
@@ -222,7 +222,7 @@ export const openai_chat: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         // although the documentation says the model should support 8192 tokens, it actually supports 4096
@@ -286,7 +286,7 @@ export const openai_chat: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 32768,
@@ -349,7 +349,7 @@ export const openai_chat: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 4097,
@@ -412,7 +412,7 @@ export const openai_chat: ModelDefinition = {
           "What sampling temperature to use, between 0 and 2. Higher values like 0.8 will make the output more random, while lower values like 0.2 will make it more focused and deterministic.",
       },
       {
-        id: "max_tokens",
+        id: "maxTokens",
         type: "number",
         name: "Max Tokens",
         max: 16385,