diff --git a/3rdparty/llama.cpp b/3rdparty/llama.cpp
index 5eb47b721..40ed0f290 160000
--- a/3rdparty/llama.cpp
+++ b/3rdparty/llama.cpp
@@ -1 +1 @@
-Subproject commit 5eb47b72106e3b35f10e8befa616a9241242b226
+Subproject commit 40ed0f290203a9a78540b8f7eb18bd828043fe21
diff --git a/README.md b/README.md
index ffc6cbb0c..c69a3f1b3 100644
--- a/README.md
+++ b/README.md
@@ -137,6 +137,20 @@ This project is based on the [llama.cpp](https://github.com/ggerganov/llama.cpp)
         <td>&#9989;</td>
         <td>&#10060;</td>
     </tr>
+    <tr>
+        <td rowspan="2"><a href="https://huggingface.co/collections/tiiuae/falcon-edge-series-6804fd13344d6d8a8fa71130">Falcon-E Family</a></td>
+        <td rowspan="2">1B-3B</td>
+        <td>x86</td>
+        <td>&#9989;</td>
+        <td>&#10060;</td>
+        <td>&#9989;</td>
+    </tr>
+    <tr>
+        <td>ARM</td>
+        <td>&#9989;</td>
+        <td>&#9989;</td>
+        <td>&#10060;</td>
+    </tr>
 </table>
 
 
diff --git a/setup_env.py b/setup_env.py
index dfad6c3e7..f15d65f43 100644
--- a/setup_env.py
+++ b/setup_env.py
@@ -44,6 +44,18 @@
     "microsoft/BitNet-b1.58-2B-4T": {
         "model_name": "BitNet-b1.58-2B-4T",
     },
+    "tiiuae/Falcon-E-3B-Instruct": {
+        "model_name": "Falcon-E-3B-Instruct",
+    },
+    "tiiuae/Falcon-E-1B-Instruct": {
+        "model_name": "Falcon-E-1B-Instruct",
+    },
+    "tiiuae/Falcon-E-3B-Base": {
+        "model_name": "Falcon-E-3B-Base",
+    },
+    "tiiuae/Falcon-E-1B-Base": {
+        "model_name": "Falcon-E-1B-Base",
+    },
 }
 
 SUPPORTED_QUANT_TYPES = {
@@ -144,7 +156,7 @@ def setup_gguf():
 def gen_code():
     _, arch = system_info()
     
-    llama3_f3_models = set([model['model_name'] for model in SUPPORTED_HF_MODELS.values() if model['model_name'].startswith("Falcon3") or model['model_name'].startswith("Llama")])
+    llama3_f3_models = set([model['model_name'] for model in SUPPORTED_HF_MODELS.values() if model['model_name'].startswith("Falcon") or model['model_name'].startswith("Llama")])
 
     if arch == "arm64":
         if args.use_pretuned:
diff --git a/utils/convert-hf-to-gguf-bitnet.py b/utils/convert-hf-to-gguf-bitnet.py
index f525f58f8..23e84384c 100644
--- a/utils/convert-hf-to-gguf-bitnet.py
+++ b/utils/convert-hf-to-gguf-bitnet.py
@@ -319,6 +319,9 @@ def get_vocab_base_pre(self, tokenizer) -> str:
         if chkhsh == "8aeee3860c56296a157a1fe2fad249ec40aa59b1bb5709f4ade11c4e6fe652ed":
             # ref: https://huggingface.co/tiiuae/falcon-7b
             res = "falcon"
+        if chkhsh == "a6b57017d60e6edb4d88ecc2845188e0eb333a70357e45dcc9b53964a73bbae6":
+            # ref: https://huggingface.co/tiiuae/Falcon-E-3B-Instruct
+            res = "falcon_e"
         if chkhsh == "0876d13b50744004aa9aeae05e7b0647eac9d801b5ba4668afc01e709c15e19f":
             # ref: https://huggingface.co/BAAI/bge-small-en-v1.5
             res = "bert-bge"