Update for new models 4o

jeffheaton · Aug 9, 2024 · b832f5a · b832f5a
1 parent d11634a
commit b832f5a
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Showing 15 changed files with 1,402 additions and 1,405 deletions.
diff --git a/t81_559_class_01_1_overview.ipynb b/t81_559_class_01_1_overview.ipynb
diff --git a/t81_559_class_01_2_genai.ipynb b/t81_559_class_01_2_genai.ipynb
@@ -184,7 +184,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.18"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -217,5 +217,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_01_3_openai.ipynb b/t81_559_class_01_3_openai.ipynb
@@ -318,7 +318,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.10"
+   "version": "3.12.4"
   },
   "varInspector": {
    "cols": {
@@ -351,5 +351,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_01_4_langchain.ipynb b/t81_559_class_01_4_langchain.ipynb
@@ -233,8 +233,7 @@
     }
    ],
    "source": [
-    "MODEL = 'gpt-3.5-turbo'\n",
-    "#MODEL = 'gpt-4'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "\n",
     "# Initialize the OpenAI LLM with your API key\n",
     "llm = ChatOpenAI(\n",
@@ -367,8 +366,7 @@
     "\n",
     "from langchain_openai import OpenAI, ChatOpenAI\n",
     "\n",
-    "MODEL = 'gpt-3.5-turbo'\n",
-    "#MODEL = 'gpt-4'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "\n",
     "# Initialize the OpenAI LLM (Language Learning Model) with your API key\n",
     "llm = ChatOpenAI(model=MODEL, temperature=0)\n",
@@ -494,7 +492,7 @@
    },
    "outputs": [],
    "source": [
-    "MODEL = 'gpt-3.5-turbo'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "\n",
     "# Create a chain to generate a random\n",
     "llm = ChatOpenAI(model=MODEL, temperature=0.7)\n",
@@ -701,7 +699,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -715,7 +713,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -748,5 +746,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_01_5_prompt_engineering.ipynb b/t81_559_class_01_5_prompt_engineering.ipynb
@@ -266,13 +266,12 @@
     "    ),\n",
     "]\n",
     "\n",
-    "MODEL = 'gpt-3.5-turbo'\n",
-    "#MODEL = 'gpt-4'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "\n",
     "# Initialize the OpenAI LLM with your API key\n",
     "llm = ChatOpenAI(\n",
     "  model=MODEL,\n",
-    "  #model=\"gpt-4-turbo\",\n",
+    "  #model=\"gpt-4o-mini\",\n",
     "  temperature= 0.0,\n",
     "  n= 1,\n",
     "  max_tokens= 256)\n",
@@ -291,7 +290,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -305,7 +304,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -338,5 +337,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_02_1_dev.ipynb b/t81_559_class_02_1_dev.ipynb
@@ -176,7 +176,7 @@
     "from langchain_openai import ChatOpenAI\n",
     "from IPython.display import display_markdown\n",
     "\n",
-    "MODEL = 'gpt-4-turbo'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "\n",
     "def generate_code(prompt):\n",
     "  messages = [\n",
@@ -635,7 +635,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -649,7 +649,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -682,5 +682,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_02_2_multi_prompt.ipynb b/t81_559_class_02_2_multi_prompt.ipynb
@@ -24,7 +24,8 @@
   {
    "cell_type": "markdown",
    "metadata": {
-    "id": "d4Yov72PhstY"
+    "id": "d4Yov72PhstY",
+    "jp-MarkdownHeadingCollapsed": true
    },
    "source": [
     "# Module 2 Material\n",
@@ -207,7 +208,7 @@
     "from langchain_core.prompts.chat import PromptTemplate\n",
     "from IPython.display import display_markdown\n",
     "\n",
-    "MODEL = 'gpt-4-turbo'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "TEMPLATE = \"\"\"The following is a friendly conversation between a human and an\n",
     "AI to generate Python code. If you have notes about the code, place them before\n",
     "the code. Any nots about execution should follow the code. If you do mix any\n",
@@ -999,7 +1000,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -1013,7 +1014,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -1046,5 +1047,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_02_3_llm_debug.ipynb b/t81_559_class_02_3_llm_debug.ipynb
@@ -162,7 +162,7 @@
     "from langchain_core.prompts.chat import PromptTemplate\n",
     "from IPython.display import display_markdown\n",
     "\n",
-    "MODEL = 'gpt-4-turbo'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "TEMPLATE = \"\"\"The following is a friendly conversation between a human and an\n",
     "AI to generate Python code. If you have notes about the code, place them before\n",
     "the code. Any nots about execution should follow the code. If you do mix any\n",
@@ -794,7 +794,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -808,7 +808,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -841,5 +841,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_02_4_software_eng.ipynb b/t81_559_class_02_4_software_eng.ipynb
@@ -199,7 +199,7 @@
     "from langchain_core.prompts.chat import PromptTemplate\n",
     "from IPython.display import display_markdown\n",
     "\n",
-    "MODEL = 'gpt-4-turbo'\n",
+    "MODEL = 'gpt-4o-mini'\n",
     "TEMPLATE = \"\"\"The following is a friendly conversation between a human and an\n",
     "AI to generate Python code. If you have notes about the code, place them before\n",
     "the code. Any nots about execution should follow the code. If you do mix any\n",
@@ -595,7 +595,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -609,7 +609,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -642,5 +642,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }
diff --git a/t81_559_class_02_5_code_gen_limits.ipynb b/t81_559_class_02_5_code_gen_limits.ipynb
@@ -356,7 +356,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3.11 (genai)",
+   "display_name": "Python 3.11 (torch)",
    "language": "python",
    "name": "pytorch"
   },
@@ -370,7 +370,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.8"
+   "version": "3.11.9"
   },
   "varInspector": {
    "cols": {
@@ -403,5 +403,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }