Push model using huggingface_hub.

README.md

@@ -1,5 +1,4 @@
 ---
-base_model: sentence-transformers/paraphrase-mpnet-base-v2
 library_name: setfit
 metrics:
 - accuracy
@@ -13,9 +12,9 @@ widget: []
 inference: true
 ---
 
-# SetFit with sentence-transformers/paraphrase-mpnet-base-v2
+# SetFit
 
-This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [sentence-transformers/paraphrase-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2) as the Sentence Transformer embedding model. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.
+This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. A [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance is used for classification.
 
 The model has been trained using an efficient few-shot learning technique that involves:
 
@@ -26,7 +25,7 @@ The model has been trained using an efficient few-shot learning technique that i
 
 ### Model Description
 - **Model Type:** SetFit
-- **Sentence Transformer body:** [sentence-transformers/paraphrase-mpnet-base-v2](https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2)
+<!-- - **Sentence Transformer:** [Unknown](https://huggingface.co/unknown) -->
 - **Classification head:** a [LogisticRegression](https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html) instance
 - **Maximum Sequence Length:** 512 tokens
 - **Number of Classes:** 11 classes

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "setfit/step_9775",
+  "_name_or_path": "setfit_arxiv",
   "architectures": [
     "MPNetModel"
   ],

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f367caaab5153f5d79ceb3d40855ce24a7af7cb68d35146ce25dce7617bafb70
+oid sha256:56351e51961d8ae404e24faeae000728e3a441feecb1ce01ec16059b1a95a117
 size 437967672

model_head.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:5e976f5ff5a5a0dce6308060f039252f951d2482307ffaa46e166d85b285d420
-size 324
+oid sha256:0bf4e9d2676418f9a583d56885c1b06f93c95a54bb778ca5c009bbb03cf20662
+size 62439