update

jester-salesforce-sfr-embedding-mistral.pt → jester-hkunlp-instructor-xl.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:57c09e8e086a89485f28ce672c1dfbfce3f504d0b0af00eab892617edacf40aa
-size 2459068
+oid sha256:7a1f5c5711e58f62be7fd8c5f19515ea803085a20bc59abc0d80961024c2867a
+size 1015255

jester-sentence-transformers-all-MiniLM-L6-v2.pt → jester-salesforce-sfr-embedding-mistral.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:72c7d3133b022ec982fbf776e7a7942f05eb90e1ab9c89fecdd4c782e9f98ed7
-size 231898
+oid sha256:2b3a4e5a9d197c319d440c6b3a3e5c0bd6051d4a6434c28a6ca47758559e2786
+size 5473972

jester-hkunlp-instructor-xl.pt → jester-sentence-transformers-all-MiniLM-L6-v2.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c34ebf11056b10879c72d2c6305431162e05f9bd0b1994542a99dc805e106c0e
-size 462144
+oid sha256:d434ebf83b188964d4c86efad16d95abaa6a4420d88bb7d43dc83a2e9a6f0868
+size 507503

jester-sentence-transformers-all-mpnet-base-v2.pt → jester-sentence-transformers-all-mpnet-base-v2.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:c686c45e8752d76010f3d19b61482a184beb0b3f93605da205c4fb21fc634b5f
-size 462303
+oid sha256:77939f4ba48092025c7605d5457e8abc99e48c73091563102aa41aecce0481cc
+size 1015275

jester_embedding.py

@@ -1,4 +1,4 @@
-import torch
+import pandas as pd
 import datasets
 from sklearn.model_selection import train_test_split
 
@@ -8,10 +8,10 @@ _HOMEPAGE = "N/A"
 _LICENSE = "apache-2.0"
 
 _URLS = {
-        "mistral": "./jester-salesforce-sfr-embedding-mistral.pt",
-        "instructor-xl": "./jester-hkunlp-instructor-xl.pt",
-        "all-MiniLM-L6-v2": "./jester-sentence-transformers-all-MiniLM-L6-v2.pt",
-        "all-mpnet-base-v2": "./jester-sentence-transformers-all-mpnet-base-v2.pt",
+        "mistral": "./jester-salesforce-sfr-embedding-mistral.parquet",
+        "instructor-xl": "./jester-hkunlp-instructor-xl.parquet",
+        "all-MiniLM-L6-v2": "./jester-sentence-transformers-all-MiniLM-L6-v2.parquet",
+        "all-mpnet-base-v2": "./jester-sentence-transformers-all-mpnet-base-v2.parquet",
 }
 
 
@@ -77,7 +77,7 @@ class JesterEmbedding(datasets.GeneratorBasedBuilder):
         ]
 
     def _generate_examples(self, filepath, split):
-        embeddings = torch.load(f=filepath, map_location="cpu")
+        embeddings = pd.read_parquet(filepath).values
         train, test = train_test_split(embeddings, test_size=0.2, random_state=42)
         train, val = train_test_split(train, test_size=0.2, random_state=42)