diff --git a/docs/extras/integrations/llms/Fireworks.ipynb b/docs/extras/integrations/llms/Fireworks.ipynb
index 51648b5a62..3f30ab1923 100644
--- a/docs/extras/integrations/llms/Fireworks.ipynb
+++ b/docs/extras/integrations/llms/Fireworks.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# Fireworks\n",
     "\n",
-    ">[Fireworks](https://www.fireworks.ai/) is an AI startup focused on accelerating product development on generative AI by creating an innovative AI experiment and production platform. \n",
+    ">[Fireworks](https://app.fireworks.ai/) accelerates product development on generative AI by creating an innovative AI experiment and production platform. \n",
     "\n",
     "This example goes over how to use LangChain to interact with `Fireworks` models."
    ]
@@ -37,7 +37,7 @@
     "\n",
     "Contact Fireworks AI for the an API Key to access our models\n",
     "\n",
-    "Set up your model using a model id. If the model is not set, the default model is fireworks-llama-v2-13b-chat."
+    "Set up your model using a model id. If the model is not set, the default model is fireworks-llama-v2-7b-chat."
    ]
   },
   {
@@ -49,7 +49,7 @@
    "source": [
     "# Initialize a Fireworks LLM\n",
     "os.environ['FIREWORKS_API_KEY'] = \"\" #change this to your own API KEY\n",
-    "llm = Fireworks(model_id=\"fireworks-llama-v2-13b-chat\")"
+    "llm = Fireworks(model_id=\"accounts/fireworks/models/fireworks-llama-v2-13b-chat\")"
    ]
   },
   {
@@ -73,11 +73,10 @@
     "You can use the LLMs to call the model for specified prompt(s). \n",
     "\n",
     "Current Specified Models: \n",
-    "* fireworks-falcon-7b, fireworks-falcon-40b-w8a16\n",
-    "* fireworks-guanaco-30b, fireworks-guanaco-33b-w8a16\n",
-    "* fireworks-llama-7b, fireworks-llama-13b, fireworks-llama-30b-w8a16\n",
-    "* fireworks-llama-v2-13b, fireworks-llama-v2-13b-chat, fireworks-llama-v2-13b-w8a16, fireworks-llama-v2-13b-chat-w8a16\n",
-    "* fireworks-llama-v2-7b, fireworks-llama-v2-7b-chat, fireworks-llama-v2-7b-w8a16, fireworks-llama-v2-7b-chat-w8a16"
+    "* accounts/fireworks/models/fireworks-falcon-7b, accounts/fireworks/models/fireworks-falcon-40b-w8a16\n",
+    "* accounts/fireworks/models/fireworks-starcoder-1b-w8a16-1gpu, accounts/fireworks/models/fireworks-starcoder-3b-w8a16-1gpu, accounts/fireworks/models/fireworks-starcoder-7b-w8a16-1gpu, accounts/fireworks/models/fireworks-starcoder-16b-w8a16 \n",
+    "* accounts/fireworks/models/fireworks-llama-v2-13b, accounts/fireworks/models/fireworks-llama-v2-13b-chat, accounts/fireworks/models/fireworks-llama-v2-13b-w8a16, accounts/fireworks/models/fireworks-llama-v2-13b-chat-w8a16\n",
+    "* accounts/fireworks/models/fireworks-llama-v2-7b, accounts/fireworks/models/fireworks-llama-v2-7b-chat, accounts/fireworks/models/fireworks-llama-v2-7b-w8a16, accounts/fireworks/models/fireworks-llama-v2-7b-chat-w8a16, accounts/fireworks/models/fireworks-llama-v2-70b-chat-4gpu"
    ]
   },
   {
@@ -147,7 +146,7 @@
    ],
    "source": [
     "#setting parameters: model_id, temperature, max_tokens, top_p\n",
-    "llm = Fireworks(model_id=\"fireworks-llama-v2-13b-chat\", temperature=0.7, max_tokens=15, top_p=1.0)\n",
+    "llm = Fireworks(model_id=\"accounts/fireworks/models/fireworks-llama-v2-13b-chat\", temperature=0.7, max_tokens=15, top_p=1.0)\n",
     "print(llm(\"What's the weather like in Kansas City in December?\"))"
    ]
   },
diff --git a/docs/extras/integrations/providers/fireworks.md b/docs/extras/integrations/providers/fireworks.md
index fefe25588e..42c8436c8e 100644
--- a/docs/extras/integrations/providers/fireworks.md
+++ b/docs/extras/integrations/providers/fireworks.md
@@ -19,4 +19,4 @@ llm = Fireworks(model="fireworks-llama-v2-13b-chat", max_tokens=256, temperature
 llm("Name 3 sports.")
 ```
 
-For a more detailed walkthrough, see [here](/docs/extras/modules/model_io/models/llms/integrations/Fireworks.ipynb).
\ No newline at end of file
+For a more detailed walkthrough, see [here](/docs/integrations/llms/Fireworks).
diff --git a/libs/langchain/langchain/llms/fireworks.py b/libs/langchain/langchain/llms/fireworks.py
index bc98c03732..90a9c7d4c0 100644
--- a/libs/langchain/langchain/llms/fireworks.py
+++ b/libs/langchain/langchain/llms/fireworks.py
@@ -28,7 +28,9 @@ logger = logging.getLogger(__name__)
 class BaseFireworks(BaseLLM):
     """Wrapper around Fireworks large language models."""
 
-    model_id: str = Field("fireworks-llama-v2-7b-chat", alias="model")
+    model_id: str = Field(
+        "accounts/fireworks/models/fireworks-llama-v2-7b-chat", alias="model"
+    )
     """Model name to use."""
     temperature: float = 0.7
     """What sampling temperature to use."""
@@ -175,7 +177,7 @@ class FireworksChat(BaseLLM):
             fireworkschat = FireworksChat(model_id=""fireworks-llama-v2-13b-chat"")
     """
 
-    model_id: str = "fireworks-llama-v2-7b-chat"
+    model_id: str = "accounts/fireworks/models/fireworks-llama-v2-7b-chat"
     """Model name to use."""
     temperature: float = 0.7
     """What sampling temperature to use."""
diff --git a/libs/langchain/tests/integration_tests/llms/test_fireworks.py b/libs/langchain/tests/integration_tests/llms/test_fireworks.py
index e9a041c2c7..e0dcb4fe43 100644
--- a/libs/langchain/tests/integration_tests/llms/test_fireworks.py
+++ b/libs/langchain/tests/integration_tests/llms/test_fireworks.py
@@ -21,7 +21,9 @@ from langchain.vectorstores import DeepLake
 
 def test_fireworks_call() -> None:
     """Test valid call to fireworks."""
-    llm = Fireworks(model_id="fireworks-llama-v2-13b-chat", max_tokens=900)
+    llm = Fireworks(
+        model_id="accounts/fireworks/models/fireworks-llama-v2-13b-chat", max_tokens=900
+    )
     output = llm("What is the weather in NYC")
     assert isinstance(output, str)
 
@@ -136,17 +138,17 @@ def test_fireworkschat_chain() -> None:
 
 
 _EXPECTED_NUM_TOKENS = {
-    "fireworks-llama-v2-13b": 17,
-    "fireworks-llama-v2-7b": 17,
-    "fireworks-llama-v2-13b-chat": 17,
-    "fireworks-llama-v2-7b-chat": 17,
+    "accounts/fireworks/models/fireworks-llama-v2-13b": 17,
+    "accounts/fireworks/models/fireworks-llama-v2-7b": 17,
+    "accounts/fireworks/models/fireworks-llama-v2-13b-chat": 17,
+    "accounts/fireworks/models/fireworks-llama-v2-7b-chat": 17,
 }
 
 _MODELS = models = [
-    "fireworks-llama-v2-13b",
-    "fireworks-llama-v2-7b",
-    "fireworks-llama-v2-13b-chat",
-    "fireworks-llama-v2-7b-chat",
+    "accounts/fireworks/models/fireworks-llama-v2-13b",
+    "accounts/fireworks/models/fireworks-llama-v2-7b",
+    "accounts/fireworks/models/fireworks-llama-v2-13b-chat",
+    "accounts/fireworks/models/fireworks-llama-v2-7b-chat",
 ]