diff --git a/.gitattributes b/.gitattributes
index bed0738c7eeb449bca98b5d2f33c89a1ee56349a..8ced0e49239b232fd9a5860bba2192c9b6882b52 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_sas_00076_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00121_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00000_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00070_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00005_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00040_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00029_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00126_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00003_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00064_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00072_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00012_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00090_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00023_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00114_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00065_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00080_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00083_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00117_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00108_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00069_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00095_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00020_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00032_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00044_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00079_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00102_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00122_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00045_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00078_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00036_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00125_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00019_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00104_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00084_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00043_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00034_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00067_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00105_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00115_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00014_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00071_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00024_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00085_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00013_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00054_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00109_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00099_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00021_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00092_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00050_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00074_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00127_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00073_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00087_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00048_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00124_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00110_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00017_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00081_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00009_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00047_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00123_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00061_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00120_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00031_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00101_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00051_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00037_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00002_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00094_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00060_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00082_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00096_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00062_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00063_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00100_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00025_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00077_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00057_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00107_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00098_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00022_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00088_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00119_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00059_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00006_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00030_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00111_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00041_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00011_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00058_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00093_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
+starcoderdata_sas_00103_00000_shuffled.ds filter=lfs diff=lfs merge=lfs -text
diff --git a/starcoderdata_sas_00000_00000_shuffled.ds b/starcoderdata_sas_00000_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..76dfd8fbb1c4bfab2a507bd860b7a075657a614b
--- /dev/null
+++ b/starcoderdata_sas_00000_00000_shuffled.ds
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:592b2a90c940ae21331e2eeaf91ef2d9ab380d4b729a322c0eb0b189f9f44646
+size 1576696
diff --git a/starcoderdata_sas_00002_00000_shuffled.ds b/starcoderdata_sas_00002_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..ebb3ea85127a07e689933beb58b449a010e15cd4
--- /dev/null
+++ b/starcoderdata_sas_00002_00000_shuffled.ds
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 1473924
diff --git a/starcoderdata_sas_00003_00000_shuffled.ds b/starcoderdata_sas_00003_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..4af3172263d8aec25ef8272907f22eac5d172892
--- /dev/null
+++ b/starcoderdata_sas_00003_00000_shuffled.ds
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 986388
diff --git a/starcoderdata_sas_00004_00000_shuffled.ds.index b/starcoderdata_sas_00004_00000_shuffled.ds.index
new file mode 100644
index 0000000000000000000000000000000000000000..05f841904ebf76b2277d3ec9a3484933c07529d6
Binary files /dev/null and b/starcoderdata_sas_00004_00000_shuffled.ds.index differ
diff --git a/starcoderdata_sas_00005_00000_shuffled.ds b/starcoderdata_sas_00005_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..f2bc46829c53abe14096be44a5d8e0135d0fde0d
--- /dev/null
+++ b/starcoderdata_sas_00005_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_sas_00006_00000_shuffled.ds b/starcoderdata_sas_00006_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..f10bd1566e9e2a545385fd09c68c7d0efbbebe7e
--- /dev/null
+++ b/starcoderdata_sas_00006_00000_shuffled.ds
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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+size 658600
diff --git a/starcoderdata_sas_00006_00000_shuffled.ds.metadata b/starcoderdata_sas_00006_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..57d31e32a3caf56f0e46266ffb5493d5c802dc46
--- /dev/null
+++ b/starcoderdata_sas_00006_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
+HuggingFaceTB/SmolLM3-3B|4
+164650
+165 kT
\ No newline at end of file
diff --git a/starcoderdata_sas_00008_00000_shuffled.ds.metadata b/starcoderdata_sas_00008_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..805882aa367bd31b28179c223acd5d9808572a52
--- /dev/null
+++ b/starcoderdata_sas_00008_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
+HuggingFaceTB/SmolLM3-3B|4
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\ No newline at end of file
diff --git a/starcoderdata_sas_00009_00000_shuffled.ds b/starcoderdata_sas_00009_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..a2cc244647ccef6bf3c8c31e8a6a4099d0162d3b
--- /dev/null
+++ b/starcoderdata_sas_00009_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_sas_00011_00000_shuffled.ds b/starcoderdata_sas_00011_00000_shuffled.ds
new file mode 100644
index 0000000000000000000000000000000000000000..f667034e8e82a8d12660b670b4e46eb8ca257050
--- /dev/null
+++ b/starcoderdata_sas_00011_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00012_00000_shuffled.ds b/starcoderdata_sas_00012_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00012_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00012_00000_shuffled.ds.metadata b/starcoderdata_sas_00012_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..848ae175a64c45ccdcf72565c401c7c7be65a9fc
--- /dev/null
+++ b/starcoderdata_sas_00012_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
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\ No newline at end of file
diff --git a/starcoderdata_sas_00013_00000_shuffled.ds b/starcoderdata_sas_00013_00000_shuffled.ds
new file mode 100644
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+++ b/starcoderdata_sas_00013_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00014_00000_shuffled.ds b/starcoderdata_sas_00014_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00014_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00015_00000_shuffled.ds.index b/starcoderdata_sas_00015_00000_shuffled.ds.index
new file mode 100644
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Binary files /dev/null and b/starcoderdata_sas_00015_00000_shuffled.ds.index differ
diff --git a/starcoderdata_sas_00017_00000_shuffled.ds b/starcoderdata_sas_00017_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00017_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00018_00000_shuffled.ds.metadata b/starcoderdata_sas_00018_00000_shuffled.ds.metadata
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00018_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
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\ No newline at end of file
diff --git a/starcoderdata_sas_00019_00000_shuffled.ds b/starcoderdata_sas_00019_00000_shuffled.ds
new file mode 100644
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+++ b/starcoderdata_sas_00019_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00019_00000_shuffled.ds.metadata b/starcoderdata_sas_00019_00000_shuffled.ds.metadata
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00019_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
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\ No newline at end of file
diff --git a/starcoderdata_sas_00020_00000_shuffled.ds b/starcoderdata_sas_00020_00000_shuffled.ds
new file mode 100644
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--- /dev/null
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diff --git a/starcoderdata_sas_00021_00000_shuffled.ds b/starcoderdata_sas_00021_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00021_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00022_00000_shuffled.ds b/starcoderdata_sas_00022_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00022_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00022_00000_shuffled.ds.metadata b/starcoderdata_sas_00022_00000_shuffled.ds.metadata
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00022_00000_shuffled.ds.metadata
@@ -0,0 +1,3 @@
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\ No newline at end of file
diff --git a/starcoderdata_sas_00023_00000_shuffled.ds b/starcoderdata_sas_00023_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00023_00000_shuffled.ds
@@ -0,0 +1,3 @@
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diff --git a/starcoderdata_sas_00024_00000_shuffled.ds b/starcoderdata_sas_00024_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00024_00000_shuffled.ds
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diff --git a/starcoderdata_sas_00025_00000_shuffled.ds b/starcoderdata_sas_00025_00000_shuffled.ds
new file mode 100644
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--- /dev/null
+++ b/starcoderdata_sas_00025_00000_shuffled.ds
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+version https://git-lfs.github.com/spec/v1
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diff --git a/starcoderdata_sas_00028_00000_shuffled.ds.metadata b/starcoderdata_sas_00028_00000_shuffled.ds.metadata
new file mode 100644
index 0000000000000000000000000000000000000000..fd130d9e9d2ba844bf067b14fa77705235b20854
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