Add SetFit model

README.md

@@ -11,21 +11,14 @@ datasets:
 metrics:
 - accuracy
 widget:
-- text: WOW THIS GUY TALKS LIKE A RETARD HAHAHAHAHAH
-- text: American people are dumbass. They don't even know geography
-- text: Oh GOD YES!!!! Feel the shrapnel pierce through your skin, let the fire consume
-    your flesh and lay lifeless on the unforgiving sand that seeps into your wounds.
-    Your screams is what gives Murcia the fuck yeah in the most patriotic songs on
-    earth. BURN IN HELL YOU GOATS !!!
-- text: One needs to do a Pareto Analysis...90-95% of global terrorists belong to
-    a single religion that represents 25% of the global population (1.25 billion in
-    a 8 billion global population). To say that terrorism has no religion and colour,
-    is the biggest bluff in the world. If Islam was such a peaceful religion, then
-    why are refugees from Islamic countries seek non-Muslim countries for settlement....it
-    is because they want to Islamise the world.
-- text: It's so sick and sad that young people will think of the concept of clout
-    like rap niggers invented it because they aren't even properly taught about the
-    english language anymore.
+- text: Roses are red. Your sweatshirt is blue. When a white girl gets raped, the
+    suspect for sure is you!
+- text: The Jew Faggot Behind The Financial Collapse.
+- text: Magnificient. Contrary to what the media reports, I have hope for the people
+    of Europe to expel these leeches.
+- text: I'd get my money back if I were you. Your sex change was a complete failure.
+- text: If only there was a way to get children without having to get women pregnant
+    we had them all ready killed
 pipeline_tag: text-classification
 inference: false
 model-index:
@@ -40,7 +33,7 @@ model-index:
       split: test
     metrics:
     - type: accuracy
-      value: 0.39466666666666667
+      value: 0.2857142857142857
       name: Accuracy
 ---
 
@@ -76,7 +69,7 @@ The model has been trained using an efficient few-shot learning technique that i
 ### Metrics
 | Label   | Accuracy |
 |:--------|:---------|
-| **all** | 0.3947   |
+| **all** | 0.2857   |
 
 ## Uses
 
@@ -96,7 +89,7 @@ from setfit import SetFitModel
 # Download from the 🤗 Hub
 model = SetFitModel.from_pretrained("amitprgx/setfit-ethos-multilabel-example")
 # Run inference
-preds = model("WOW THIS GUY TALKS LIKE A RETARD HAHAHAHAHAH")
+preds = model("The Jew Faggot Behind The Financial Collapse.")
 ```
 
 <!--
@@ -128,7 +121,7 @@ preds = model("WOW THIS GUY TALKS LIKE A RETARD HAHAHAHAHAH")
 ### Training Set Metrics
 | Training set | Min | Median  | Max |
 |:-------------|:----|:--------|:----|
-| Word count   | 2   | 16.3594 | 72  |
+| Word count   | 3   | 17.4062 | 87  |
 
 ### Training Hyperparameters
 - batch_size: (16, 16)
@@ -151,10 +144,10 @@ preds = model("WOW THIS GUY TALKS LIKE A RETARD HAHAHAHAHAH")
 ### Training Results
 | Epoch  | Step | Training Loss | Validation Loss |
 |:------:|:----:|:-------------:|:---------------:|
-| 0.0063 | 1    | 0.2956        | -               |
-| 0.3125 | 50   | 0.1327        | -               |
-| 0.625  | 100  | 0.0963        | -               |
-| 0.9375 | 150  | 0.0525        | -               |
+| 0.0063 | 1    | 0.3199        | -               |
+| 0.3125 | 50   | 0.0952        | -               |
+| 0.625  | 100  | 0.1276        | -               |
+| 0.9375 | 150  | 0.0956        | -               |
 
 ### Framework Versions
 - Python: 3.10.12

model.safetensors

@@ -1,3 +1,3 @@
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 size 437967672

model_head.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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+oid sha256:65adefa87a8e75f175e0b0f9836d6b087d4f6cf46fc5285542d026cacb52830e
 size 52836