Push model using huggingface_hub.

README.md

@@ -10,12 +10,11 @@ metrics:
 pipeline_tag: text-classification
 library_name: setfit
 inference: true
-base_model: thenlper/gte-small
 ---
 
-# SetFit with thenlper/gte-small
+# SetFit
 
-This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for Text Classification. This SetFit model uses [thenlper/gte-small](https://huggingface.co/thenlper/gte-small) 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:** [thenlper/gte-small](https://huggingface.co/thenlper/gte-small)
+<!-- - **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:** 3 classes

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "tg1482/quarkle-chat-intent-classifier",
+  "_name_or_path": "/Users/tanmaygupta/dev/quarkle/quarkle-research/results/trial_9/checkpoint-756",
   "architectures": [
     "BertModel"
   ],

config_setfit.json

@@ -1,5 +1,5 @@
 {
-  "normalize_embeddings": true,
+  "normalize_embeddings": false,
   "labels": [
     "chat_assistance",
     "comments_assistance",

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:772487fa98b86cf51ec61e86b82e441b7ffe27b2a62179dae487bba07da68c76
+oid sha256:08789561d56271256441d0e119593a10240242fbd4f9f7c94d0ed5b70268f9cc
 size 133462128

model_head.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1a652b0ce6bd0ce215404ad27a4d378b9f1205f747afe1d3526ab1c3c9f08045
-size 10415
+oid sha256:750a42fd945e504149023e44169fbd6f28a71821b4fc48a7b95b57415a4b5a50
+size 10399