diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..8a6d8a141157f9407411a7732029c25b83f4ec30 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -58,3 +58,97 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00014_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00018_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00054_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00124_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00002_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00028_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00123_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00045_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00060_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00109_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00000_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00117_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00011_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00034_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00037_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00086_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00052_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00118_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00115_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00030_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00114_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00017_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00095_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00068_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00016_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00012_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00041_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00026_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00022_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00042_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00122_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00125_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00020_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00065_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00091_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00064_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00019_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00103_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00121_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00072_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00104_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00075_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00039_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00098_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00053_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00048_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00090_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00073_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00033_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00035_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00058_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00080_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00105_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00108_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
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+starcoderdata_powershell_00079_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00078_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00003_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00084_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00100_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00038_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00057_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00112_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00049_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00127_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00071_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00025_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00085_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00116_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00059_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00101_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00088_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00067_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00040_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_powershell_00024_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
diff --git a/starcoderdata_powershell_00000_00000_shuffled.ds b/starcoderdata_powershell_00000_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..1ac116ebba4d2a0cba1f93850bb679e806899f84
--- /dev/null
+++ b/starcoderdata_powershell_00000_00000_shuffled.ds
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bea1b6a97a45fda2440d9d49e426c02c019b618704c567cf1e59c6ba0a4b7d53
+size 8449900
diff --git a/starcoderdata_powershell_00000_00000_shuffled.ds.index b/starcoderdata_powershell_00000_00000_shuffled.ds.index
new file mode 100644
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Binary files /dev/null and b/starcoderdata_powershell_00000_00000_shuffled.ds.index differ
diff --git a/starcoderdata_powershell_00001_00000_shuffled.ds.index b/starcoderdata_powershell_00001_00000_shuffled.ds.index
new file mode 100644
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Binary files /dev/null and b/starcoderdata_powershell_00001_00000_shuffled.ds.index differ
diff --git a/starcoderdata_powershell_00002_00000_shuffled.ds b/starcoderdata_powershell_00002_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..eb9f86cf80627cd611acc99f8b921450b3b3bd94
--- /dev/null
+++ b/starcoderdata_powershell_00002_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_powershell_00002_00000_shuffled.ds.metadata b/starcoderdata_powershell_00002_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..84275736243460f9cc5914c3f5ecea2459c7c0a0
--- /dev/null
+++ b/starcoderdata_powershell_00002_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
+HuggingFaceTB/SmolLM3-3B|4
+2028177
+2.03 MT
\ No newline at end of file
diff --git a/starcoderdata_powershell_00003_00000_shuffled.ds b/starcoderdata_powershell_00003_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..24cc677d7334043e163bc9a93e87b62efd0fd5cf
--- /dev/null
+++ b/starcoderdata_powershell_00003_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_powershell_00004_00000_shuffled.ds.metadata b/starcoderdata_powershell_00004_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..d7a1b2a07f05083411a3be57d7f1d07b6800f321
--- /dev/null
+++ b/starcoderdata_powershell_00004_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
+HuggingFaceTB/SmolLM3-3B|4
+2211024
+2.21 MT
\ No newline at end of file
diff --git a/starcoderdata_powershell_00005_00000_shuffled.ds b/starcoderdata_powershell_00005_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..e20e394df59a77332d62381ae1ff0b922e6dd2be
--- /dev/null
+++ b/starcoderdata_powershell_00005_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_powershell_00006_00000_shuffled.ds b/starcoderdata_powershell_00006_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_powershell_00006_00000_shuffled.ds
@@ -0,0 +1,3 @@
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new file mode 100644
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--- /dev/null
+++ b/starcoderdata_powershell_00008_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
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+2.18 MT
\ No newline at end of file
diff --git a/starcoderdata_powershell_00011_00000_shuffled.ds b/starcoderdata_powershell_00011_00000_shuffled.ds
new file mode 100644
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+++ b/starcoderdata_powershell_00011_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00012_00000_shuffled.ds b/starcoderdata_powershell_00012_00000_shuffled.ds
new file mode 100644
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+++ b/starcoderdata_powershell_00012_00000_shuffled.ds
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new file mode 100644
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+++ b/starcoderdata_powershell_00014_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_powershell_00015_00000_shuffled.ds b/starcoderdata_powershell_00015_00000_shuffled.ds
new file mode 100644
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new file mode 100644
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\ No newline at end of file
diff --git a/starcoderdata_powershell_00016_00000_shuffled.ds b/starcoderdata_powershell_00016_00000_shuffled.ds
new file mode 100644
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diff --git a/starcoderdata_powershell_00020_00000_shuffled.ds b/starcoderdata_powershell_00020_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00022_00000_shuffled.ds b/starcoderdata_powershell_00022_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00023_00000_shuffled.ds b/starcoderdata_powershell_00023_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00024_00000_shuffled.ds b/starcoderdata_powershell_00024_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00026_00000_shuffled.ds b/starcoderdata_powershell_00026_00000_shuffled.ds
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diff --git a/starcoderdata_powershell_00027_00000_shuffled.ds.metadata b/starcoderdata_powershell_00027_00000_shuffled.ds.metadata
new file mode 100644
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