diff --git a/mteb/models/inf_models.py b/mteb/models/inf_models.py
new file mode 100644
index 000000000..4670b2073
--- /dev/null
+++ b/mteb/models/inf_models.py
@@ -0,0 +1,32 @@
+from __future__ import annotations
+
+from functools import partial
+
+from mteb.model_meta import ModelMeta, sentence_transformers_loader
+
+inf_retriever_v1 = ModelMeta(
+    loader=partial(  # type: ignore
+        sentence_transformers_loader,
+        model_name="infly/inf-retriever-v1",
+        revision="d2d074546028c0012b5cc6af78c4fac24896e67f",
+        trust_remote_code=True,
+    ),
+    name="infly/inf-retriever-v1",
+    languages=["eng_Latn", "zho_Hans"],
+    open_weights=True,
+    revision="d2d074546028c0012b5cc6af78c4fac24896e67f",
+    release_date="2024-12-24",  # initial commit of hf model.
+    n_parameters=7_069_121_024,
+    memory_usage=None,
+    embed_dim=3584,
+    license="apache-2.0",
+    max_tokens=131_072,
+    reference="https://huggingface.co/infly/inf-retriever-v1",
+    similarity_fn_name="cosine",
+    framework=["Sentence Transformers", "PyTorch"],
+    use_instructions=True,
+    adapted_from="Alibaba-NLP/gte-Qwen2-7B-instruct",
+    public_training_code=False,
+    public_training_data=False,
+    training_datasets=None,
+)
diff --git a/mteb/models/overview.py b/mteb/models/overview.py
index 4e19bed19..868db8da4 100644
--- a/mteb/models/overview.py
+++ b/mteb/models/overview.py
@@ -23,6 +23,7 @@
     gritlm_models,
     gte_models,
     ibm_granite_models,
+    inf_models,
     jasper_models,
     jina_models,
     linq_models,
@@ -61,6 +62,7 @@
     gritlm_models,
     gte_models,
     ibm_granite_models,
+    inf_models,
     jina_models,
     linq_models,
     llm2vec_models,