Add SetFit model

README.md

@@ -11,8 +11,7 @@ metrics:
 widget:
 - text: Warm thanks to the volunteers who dedicated their time this weekend.
 - text: Hats off to the design team.
-- text: Your assistance with the move was invaluable; I couldn’t have managed without
-    you.
+- text: It means the world to me that you were there when I needed a friend.
 - text: How heartwarming it is to see communities come together in times of need.
 - text: Well done on orchestrating such a seamless event!
 pipeline_tag: text-classification
@@ -117,7 +116,7 @@ preds = model("Hats off to the design team.")
 ### Training Set Metrics
 | Training set | Min | Median  | Max |
 |:-------------|:----|:--------|:----|
-| Word count   | 6   | 10.8571 | 16  |
+| Word count   | 6   | 10.6667 | 16  |
 
 ### Training Hyperparameters
 - batch_size: (16, 2)
@@ -139,20 +138,20 @@ preds = model("Hats off to the design team.")
 ### Training Results
 | Epoch   | Step   | Training Loss | Validation Loss |
 |:-------:|:------:|:-------------:|:---------------:|
-| 0.0556  | 1      | 0.3255        | -               |
-| 1.0     | 18     | -             | 0.231           |
-| **2.0** | **36** | **-**         | **0.2003**      |
-| 2.7778  | 50     | 0.0803        | -               |
-| 3.0     | 54     | -             | 0.2252          |
-| 4.0     | 72     | -             | 0.242           |
-| 5.0     | 90     | -             | 0.2506          |
-| 5.5556  | 100    | 0.0379        | -               |
-| 6.0     | 108    | -             | 0.2496          |
-| 7.0     | 126    | -             | 0.2579          |
-| 8.0     | 144    | -             | 0.2581          |
-| 8.3333  | 150    | 0.0083        | -               |
-| 9.0     | 162    | -             | 0.2561          |
-| 10.0    | 180    | -             | 0.2588          |
+| 0.0556  | 1      | 0.3495        | -               |
+| 1.0     | 18     | -             | 0.2237          |
+| **2.0** | **36** | **-**         | **0.1877**      |
+| 2.7778  | 50     | 0.0653        | -               |
+| 3.0     | 54     | -             | 0.2112          |
+| 4.0     | 72     | -             | 0.2118          |
+| 5.0     | 90     | -             | 0.2202          |
+| 5.5556  | 100    | 0.0661        | -               |
+| 6.0     | 108    | -             | 0.2281          |
+| 7.0     | 126    | -             | 0.23            |
+| 8.0     | 144    | -             | 0.2355          |
+| 8.3333  | 150    | 0.0322        | -               |
+| 9.0     | 162    | -             | 0.2376          |
+| 10.0    | 180    | -             | 0.2375          |
 
 * The bold row denotes the saved checkpoint.
 ### Framework Versions

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:d28b6241443e9b9bfb82e99fb27dc04a7d72dc80f5c8b702ea4898a59dd75039
+oid sha256:981c9c7e8fb68bbe8a84aa32a07de61a83831322f8e4aa0777ad97e71b30c619
 size 437967672

model_head.pkl

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:731d3f66b2047e3fd4856523ff5039d931f45d895d9421380274b8fb5b9001d0
+oid sha256:d22d7f2c00e8bebc33d6b28367d03fdd1284d1fb681394425eafcb6914c566a7
 size 20321