Add model

.gitattributes

@@ -32,3 +32,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+documents filter=lfs diff=lfs merge=lfs -text
+embeddings filter=lfs diff=lfs merge=lfs -text

README.md

@@ -1,3 +1,29 @@
 ---
+inference: false
+language: en
 license: apache-2.0
+library_name: txtai
+tags:
+- sentence-similarity
 ---
+
+# Introducing txtai model
+
+This is a saved [txtai](https://github.com/neuml/txtai) embeddings index from the [Introducing txtai](https://colab.research.google.com/github/neuml/txtai/blob/master/examples/01_Introducing_txtai.ipynb) example notebook.
+
+txtai must be [installed](https://neuml.github.io/txtai/install/) to use this model.
+
+## Example
+
+Version 5.4 added support for loading embeddings indexes from the Hugging Face Hub. See the example below.
+
+```python
+from txtai.embeddings import Embeddings
+
+# Load the index from the HF Hub
+embeddings = Embeddings()
+embeddings.load(provider="huggingface-hub", container="NeuML/txtai-intro")
+
+# Run a search
+embeddings.search("Tell me a feel good story")
+```

config.json

@@ -0,0 +1,18 @@
+{
+  "format": "json",
+  "path": "sentence-transformers/nli-mpnet-base-v2",
+  "content": true,
+  "dimensions": 768,
+  "backend": "faiss",
+  "offset": 6,
+  "build": {
+    "create": "2023-02-16T21:50:20Z",
+    "python": "3.7.16",
+    "settings": {
+      "components": "IDMap,Flat"
+    },
+    "system": "Linux (x86_64)",
+    "txtai": "5.4.0"
+  },
+  "update": "2023-02-16T21:50:20Z"
+}

documents

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d53249962e8c142842b577c5639bb0694d64647462cbb85ee29f019188b9bb8a
+size 28672

embeddings

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:85f580910c5592932bc95f4fda31b21053114271ff30d6e51430b91fe78ce31d
+size 18570