diff --git a/.gitattributes b/.gitattributes
index a879c0db9da2448dfb10d4932acf84dc72ee69d0..09f4efb4acefc44db17fe517c07ce15d4e0cae3b 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -1084,3 +1084,85 @@ mixes/mix-v2-40M/data/val/shard-00000.desc filter=lfs diff=lfs merge=lfs -text
 mixes/mix-v2-40M/data/val/shard-00000.idx filter=lfs diff=lfs merge=lfs -text
 mixes/mix-v2-40M/data/val/shard-00001.desc filter=lfs diff=lfs merge=lfs -text
 mixes/mix-v2-40M/data/val/shard-00001.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00000.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00000.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00001.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00001.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00002.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00002.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00003.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00003.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00004.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00004.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00005.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00005.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00006.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00006.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00007.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00007.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00008.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00008.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00009.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00009.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00010.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00010.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00011.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00011.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00012.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00012.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00013.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00013.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00014.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00014.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00015.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00015.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00016.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00016.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00017.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00017.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00018.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00018.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00019.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00019.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00020.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00020.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00021.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00021.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00022.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00022.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00023.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00023.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00024.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00024.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00025.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00025.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00026.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00026.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00027.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00027.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00028.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00028.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00029.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00029.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00030.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00030.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00031.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00031.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00032.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00032.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00033.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00033.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00034.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00034.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00035.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00035.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00036.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00036.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00037.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00037.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00038.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00038.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00039.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/train/shard-00039.idx filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/val/shard-00000.desc filter=lfs diff=lfs merge=lfs -text
+mixes/mix-phase1-40M/data/val/shard-00000.idx filter=lfs diff=lfs merge=lfs -text
diff --git a/mixes/mix-phase1-40M/data/manifest.json b/mixes/mix-phase1-40M/data/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..578a47ac7985e06084c021e04f107fa45a823a98
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/manifest.json
@@ -0,0 +1,1826 @@
+{
+  "schema_version": 1,
+  "tokenizer_sha256": "f55940c0102e72eacf76238dfe2cd2091c0b1a680d58a670d11f5941c1a96473",
+  "vocab_size": 1458,
+  "vocab": {
+    "[UNK]": 0,
+    "[CLS]": 1,
+    "[SEP]": 2,
+    "[PAD]": 3,
+    "[MASK]": 4,
+    ".": 5,
+    "[#13CH1]": 6,
+    "[#13C]": 7,
+    "[#15N]": 8,
+    "[#2H]": 9,
+    "[#Al]": 10,
+    "[#B]": 11,
+    "[#Bi]": 12,
+    "[#Branch1]": 13,
+    "[#Branch2]": 14,
+    "[#C+1]": 15,
+    "[#C-1]": 16,
+    "[#CH0]": 17,
+    "[#CH1]": 18,
+    "[#C]": 19,
+    "[#Cr]": 20,
+    "[#Hf+1]": 21,
+    "[#Mo+1]": 22,
+    "[#N+1]": 23,
+    "[#N-1]": 24,
+    "[#NH0]": 25,
+    "[#NH1]": 26,
+    "[#N]": 27,
+    "[#O+1]": 28,
+    "[#OH0]": 29,
+    "[#P]": 30,
+    "[#S]": 31,
+    "[#Sb]": 32,
+    "[#Si+1]": 33,
+    "[#Si-1]": 34,
+    "[#Si]": 35,
+    "[#Ta+1]": 36,
+    "[#Ti]": 37,
+    "[#V+1]": 38,
+    "[#W+1]": 39,
+    "[#W+3]": 40,
+    "[#W]": 41,
+    "[#Zr+1]": 42,
+    "[-/Ring1]": 43,
+    "[-/Ring2]": 44,
+    "[-\\Ring1]": 45,
+    "[-\\Ring2]": 46,
+    "[/13C@@H1]": 47,
+    "[/13CH1]": 48,
+    "[/13CH2]": 49,
+    "[/13CH3]": 50,
+    "[/13C]": 51,
+    "[/2H]": 52,
+    "[/3H]": 53,
+    "[/B-1]": 54,
+    "[/B]": 55,
+    "[/Br]": 56,
+    "[/C-1]": 57,
+    "[/C@@H1]": 58,
+    "[/C@@]": 59,
+    "[/C@H1]": 60,
+    "[/C@]": 61,
+    "[/CH2]": 62,
+    "[/C]": 63,
+    "[/Cl]": 64,
+    "[/F]": 65,
+    "[/I]": 66,
+    "[/N+1]": 67,
+    "[/N-1]": 68,
+    "[/N-2]": 69,
+    "[/NH1-1]": 70,
+    "[/NH1]": 71,
+    "[/NH2+1]": 72,
+    "[/NH2-1]": 73,
+    "[/N]": 74,
+    "[/O+1]": 75,
+    "[/O-1]": 76,
+    "[/OH2+1]": 77,
+    "[/O]": 78,
+    "[/P+1]": 79,
+    "[/P]": 80,
+    "[/S+1]": 81,
+    "[/S-1]": 82,
+    "[/S-2]": 83,
+    "[/S@@]": 84,
+    "[/S@]": 85,
+    "[/SH1-2]": 86,
+    "[/SH1]": 87,
+    "[/S]": 88,
+    "[/Si]": 89,
+    "[10B]": 90,
+    "[114Cd]": 91,
+    "[11B]": 92,
+    "[11CH2]": 93,
+    "[11CH3]": 94,
+    "[11C]": 95,
+    "[123I]": 96,
+    "[125I]": 97,
+    "[131I]": 98,
+    "[13C-1]": 99,
+    "[13C@@H1]": 100,
+    "[13C@@]": 101,
+    "[13C@H1]": 102,
+    "[13C@]": 103,
+    "[13CH1]": 104,
+    "[13CH2-1]": 105,
+    "[13CH2]": 106,
+    "[13CH3]": 107,
+    "[13C]": 108,
+    "[141Pr+3]": 109,
+    "[14C@@H1]": 110,
+    "[14CH1]": 111,
+    "[14CH2]": 112,
+    "[14C]": 113,
+    "[14NH1]": 114,
+    "[15C@@H1]": 115,
+    "[15CH2]": 116,
+    "[15C]": 117,
+    "[15N+1]": 118,
+    "[15N-1]": 119,
+    "[15NH1]": 120,
+    "[15NH2]": 121,
+    "[15NH3]": 122,
+    "[15NH4]": 123,
+    "[15N]": 124,
+    "[16OH1]": 125,
+    "[17O-1]": 126,
+    "[17OH1]": 127,
+    "[18F]": 128,
+    "[18O-1]": 129,
+    "[18OH1]": 130,
+    "[18O]": 131,
+    "[19F]": 132,
+    "[2Cl-1]": 133,
+    "[2ClH1]": 134,
+    "[2H+1]": 135,
+    "[2H-1]": 136,
+    "[2H-2]": 137,
+    "[2H]": 138,
+    "[2Na+1]": 139,
+    "[2NaH1]": 140,
+    "[32P]": 141,
+    "[33P]": 142,
+    "[34S]": 143,
+    "[35S]": 144,
+    "[3H]": 145,
+    "[3Mn+1]": 146,
+    "[3Na+1]": 147,
+    "[3NaH1]": 148,
+    "[4NaH1]": 149,
+    "[5NaH1]": 150,
+    "[6Li+1]": 151,
+    "[6LiH1]": 152,
+    "[75Se]": 153,
+    "[82RbH1]": 154,
+    "[89Sr+2]": 155,
+    "[=11B]": 156,
+    "[=13CH1]": 157,
+    "[=13CH2]": 158,
+    "[=13C]": 159,
+    "[=15N+1]": 160,
+    "[=15N-1]": 161,
+    "[=15NH1]": 162,
+    "[=15N]": 163,
+    "[=17O]": 164,
+    "[=18O]": 165,
+    "[=35S]": 166,
+    "[=Ag+1]": 167,
+    "[=Ag]": 168,
+    "[=Al]": 169,
+    "[=As]": 170,
+    "[=Au+1]": 171,
+    "[=Au]": 172,
+    "[=B+1]": 173,
+    "[=B-1]": 174,
+    "[=BH0]": 175,
+    "[=BH1-1]": 176,
+    "[=BH2-1]": 177,
+    "[=B]": 178,
+    "[=BrH0]": 179,
+    "[=Branch1]": 180,
+    "[=Branch2]": 181,
+    "[=C+1]": 182,
+    "[=C-1]": 183,
+    "[=C-2]": 184,
+    "[=C@@]": 185,
+    "[=C@]": 186,
+    "[=CH0]": 187,
+    "[=CH1+1]": 188,
+    "[=CH1-1]": 189,
+    "[=CH1-2]": 190,
+    "[=CH1]": 191,
+    "[=CH2]": 192,
+    "[=C]": 193,
+    "[=Cl+1]": 194,
+    "[=Cl-1]": 195,
+    "[=ClH0]": 196,
+    "[=Cr]": 197,
+    "[=Cu+1]": 198,
+    "[=Cu-3]": 199,
+    "[=CuH1]": 200,
+    "[=Cu]": 201,
+    "[=F+1]": 202,
+    "[=F-1]": 203,
+    "[=FH0]": 204,
+    "[=Fe+1]": 205,
+    "[=GeH2]": 206,
+    "[=I+1]": 207,
+    "[=I+2]": 208,
+    "[=IH0]": 209,
+    "[=Ir+1]": 210,
+    "[=Mn]": 211,
+    "[=Mo+1]": 212,
+    "[=Mo+3]": 213,
+    "[=Mo+5]": 214,
+    "[=Mo]": 215,
+    "[=N+1]": 216,
+    "[=N+2]": 217,
+    "[=N-1]": 218,
+    "[=N-2]": 219,
+    "[=NH0]": 220,
+    "[=NH1+1]": 221,
+    "[=NH1-1]": 222,
+    "[=NH1]": 223,
+    "[=NH2+1]": 224,
+    "[=NH2-1]": 225,
+    "[=NH2]": 226,
+    "[=N]": 227,
+    "[=Ni+1]": 228,
+    "[=Ni+2]": 229,
+    "[=Ni]": 230,
+    "[=O+1]": 231,
+    "[=O-1]": 232,
+    "[=O-3]": 233,
+    "[=OH0]": 234,
+    "[=OH1+1]": 235,
+    "[=OH1-1]": 236,
+    "[=OH1]": 237,
+    "[=O]": 238,
+    "[=P+1]": 239,
+    "[=P-1]": 240,
+    "[=P@@]": 241,
+    "[=PH0]": 242,
+    "[=P]": 243,
+    "[=Pd+1]": 244,
+    "[=Pd+2]": 245,
+    "[=Pd+3]": 246,
+    "[=Pd+7]": 247,
+    "[=PdH1]": 248,
+    "[=PdH2]": 249,
+    "[=PdH3]": 250,
+    "[=Pd]": 251,
+    "[=Pt+3]": 252,
+    "[=Rh+1]": 253,
+    "[=Ring1]": 254,
+    "[=Ring2]": 255,
+    "[=Ru+1]": 256,
+    "[=Ru+2]": 257,
+    "[=Ru+3]": 258,
+    "[=Ru+4]": 259,
+    "[=RuH1+1]": 260,
+    "[=RuH1]": 261,
+    "[=RuH2]": 262,
+    "[=RuH3]": 263,
+    "[=RuH4]": 264,
+    "[=Ru]": 265,
+    "[=S+1]": 266,
+    "[=S-1]": 267,
+    "[=S@@]": 268,
+    "[=S@]": 269,
+    "[=SH0]": 270,
+    "[=SH1-1]": 271,
+    "[=S]": 272,
+    "[=Se+1]": 273,
+    "[=SeH2]": 274,
+    "[=Se]": 275,
+    "[=Si-2]": 276,
+    "[=SiH1]": 277,
+    "[=SiH2]": 278,
+    "[=Si]": 279,
+    "[=TeH2]": 280,
+    "[=Te]": 281,
+    "[=W]": 282,
+    "[Ac+1]": 283,
+    "[Ac]": 284,
+    "[Ag+1]": 285,
+    "[Ag+2]": 286,
+    "[Ag+3]": 287,
+    "[AgH1]": 288,
+    "[AgH2+1]": 289,
+    "[AgH2+3]": 290,
+    "[AgH2]": 291,
+    "[Ag]": 292,
+    "[Al+1]": 293,
+    "[Al+2]": 294,
+    "[Al+3]": 295,
+    "[Al+4]": 296,
+    "[Al+5]": 297,
+    "[Al+6]": 298,
+    "[Al+7]": 299,
+    "[Al+8]": 300,
+    "[Al+9]": 301,
+    "[Al-2]": 302,
+    "[AlH1+1]": 303,
+    "[AlH1+2]": 304,
+    "[AlH1]": 305,
+    "[AlH2+1]": 306,
+    "[AlH2]": 307,
+    "[AlH3+2]": 308,
+    "[AlH3+3]": 309,
+    "[AlH3+5]": 310,
+    "[AlH3]": 311,
+    "[AlH4+3]": 312,
+    "[AlH4+7]": 313,
+    "[AlH6+2]": 314,
+    "[AlH6]": 315,
+    "[AlH7+2]": 316,
+    "[AlH7+3]": 317,
+    "[AlH7]": 318,
+    "[Al]": 319,
+    "[AtH1]": 320,
+    "[Au+1]": 321,
+    "[Au+2]": 322,
+    "[Au+3]": 323,
+    "[Au+4]": 324,
+    "[Au+5]": 325,
+    "[Au+6]": 326,
+    "[Au+7]": 327,
+    "[Au-1]": 328,
+    "[AuH1+1]": 329,
+    "[AuH1]": 330,
+    "[AuH2+3]": 331,
+    "[AuH2]": 332,
+    "[AuH3]": 333,
+    "[AuH4+3]": 334,
+    "[AuH4]": 335,
+    "[Au]": 336,
+    "[B+1]": 337,
+    "[B+3]": 338,
+    "[B-1]": 339,
+    "[B-2]": 340,
+    "[B-3]": 341,
+    "[B-4]": 342,
+    "[B@-1]": 343,
+    "[B@@-1]": 344,
+    "[BH0]": 345,
+    "[BH1+3]": 346,
+    "[BH1-1]": 347,
+    "[BH1-2]": 348,
+    "[BH1]": 349,
+    "[BH2-1]": 350,
+    "[BH3+2]": 351,
+    "[BH3-1]": 352,
+    "[BH3-2]": 353,
+    "[BH3]": 354,
+    "[BH4-1]": 355,
+    "[B]": 356,
+    "[Ba+1]": 357,
+    "[Ba+2]": 358,
+    "[BaH1+1]": 359,
+    "[BaH1+2]": 360,
+    "[BaH1]": 361,
+    "[BaH2]": 362,
+    "[BaH8]": 363,
+    "[BaH9]": 364,
+    "[Ba]": 365,
+    "[Be+2]": 366,
+    "[BeH1+1]": 367,
+    "[BeH2]": 368,
+    "[Bi+1]": 369,
+    "[Bi+2]": 370,
+    "[Bi+3]": 371,
+    "[Bi+4]": 372,
+    "[Bi+5]": 373,
+    "[Bi+6]": 374,
+    "[Bi+7]": 375,
+    "[Bi+9]": 376,
+    "[BiH1+2]": 377,
+    "[BiH1+3]": 378,
+    "[BiH1]": 379,
+    "[BiH2+2]": 380,
+    "[BiH2+3]": 381,
+    "[BiH2]": 382,
+    "[BiH3+1]": 383,
+    "[BiH3+2]": 384,
+    "[BiH3+3]": 385,
+    "[BiH3]": 386,
+    "[BiH4+4]": 387,
+    "[BiH5+3]": 388,
+    "[Bi]": 389,
+    "[Br+1]": 390,
+    "[Br-1]": 391,
+    "[Br-2]": 392,
+    "[BrH0]": 393,
+    "[BrH1+1]": 394,
+    "[BrH1]": 395,
+    "[Br]": 396,
+    "[Branch1]": 397,
+    "[Branch2]": 398,
+    "[Branch3]": 399,
+    "[C+1]": 400,
+    "[C-1]": 401,
+    "[C-2]": 402,
+    "[C-4]": 403,
+    "[C@-1]": 404,
+    "[C@@H1]": 405,
+    "[C@@]": 406,
+    "[C@H1]": 407,
+    "[C@]": 408,
+    "[CH0]": 409,
+    "[CH1+1]": 410,
+    "[CH1-1]": 411,
+    "[CH1]": 412,
+    "[CH2+1]": 413,
+    "[CH2-1]": 414,
+    "[CH2-2]": 415,
+    "[CH2]": 416,
+    "[CH3-1]": 417,
+    "[CH3]": 418,
+    "[CH4]": 419,
+    "[C]": 420,
+    "[Ca+1]": 421,
+    "[Ca+2]": 422,
+    "[Ca+4]": 423,
+    "[Ca+6]": 424,
+    "[Ca+8]": 425,
+    "[CaH1+1]": 426,
+    "[CaH1+2]": 427,
+    "[CaH1]": 428,
+    "[CaH2+1]": 429,
+    "[CaH2]": 430,
+    "[Ca]": 431,
+    "[Cd+1]": 432,
+    "[Cd+2]": 433,
+    "[Cd+6]": 434,
+    "[CdH2]": 435,
+    "[Cd]": 436,
+    "[Ce+10]": 437,
+    "[Ce+12]": 438,
+    "[Ce+1]": 439,
+    "[Ce+2]": 440,
+    "[Ce+3]": 441,
+    "[Ce+4]": 442,
+    "[Ce+7]": 443,
+    "[CeH1]": 444,
+    "[CeH3]": 445,
+    "[CeH4]": 446,
+    "[CeH6+4]": 447,
+    "[Ce]": 448,
+    "[Cl+1]": 449,
+    "[Cl+3]": 450,
+    "[Cl-1]": 451,
+    "[Cl-2]": 452,
+    "[Cl-3]": 453,
+    "[Cl-4]": 454,
+    "[ClH0]": 455,
+    "[ClH1]": 456,
+    "[ClH2]": 457,
+    "[Cl]": 458,
+    "[Co+10]": 459,
+    "[Co+1]": 460,
+    "[Co+2]": 461,
+    "[Co+3]": 462,
+    "[Co+4]": 463,
+    "[Co+5]": 464,
+    "[Co+6]": 465,
+    "[Co+7]": 466,
+    "[Co+8]": 467,
+    "[Co+9]": 468,
+    "[Co-2]": 469,
+    "[Co-3]": 470,
+    "[CoH1+2]": 471,
+    "[CoH2+2]": 472,
+    "[CoH2+3]": 473,
+    "[CoH2]": 474,
+    "[CoH4+2]": 475,
+    "[CoH4+6]": 476,
+    "[CoH4+7]": 477,
+    "[CoH4]": 478,
+    "[CoH5+8]": 479,
+    "[CoH5]": 480,
+    "[CoH6+9]": 481,
+    "[CoH6]": 482,
+    "[Co]": 483,
+    "[Cr+1]": 484,
+    "[Cr+2]": 485,
+    "[Cr+3]": 486,
+    "[Cr+4]": 487,
+    "[Cr+5]": 488,
+    "[Cr+6]": 489,
+    "[Cr+7]": 490,
+    "[Cr+9]": 491,
+    "[Cr-3]": 492,
+    "[CrH1]": 493,
+    "[CrH2]": 494,
+    "[CrH3+2]": 495,
+    "[CrH3]": 496,
+    "[CrH4+3]": 497,
+    "[CrH4+6]": 498,
+    "[CrH4]": 499,
+    "[CrH5]": 500,
+    "[CrH6+4]": 501,
+    "[CrH6]": 502,
+    "[CrH8]": 503,
+    "[Cr]": 504,
+    "[Cs+1]": 505,
+    "[Cs+3]": 506,
+    "[CsH1]": 507,
+    "[Cs]": 508,
+    "[Cu+1]": 509,
+    "[Cu+2]": 510,
+    "[Cu+3]": 511,
+    "[Cu+4]": 512,
+    "[Cu+5]": 513,
+    "[Cu+6]": 514,
+    "[Cu+7]": 515,
+    "[Cu+8]": 516,
+    "[Cu-1]": 517,
+    "[CuH1+1]": 518,
+    "[CuH1]": 519,
+    "[CuH2+1]": 520,
+    "[CuH2+2]": 521,
+    "[CuH2+3]": 522,
+    "[CuH2+4]": 523,
+    "[CuH2+6]": 524,
+    "[CuH2]": 525,
+    "[CuH3+4]": 526,
+    "[CuH3+5]": 527,
+    "[CuH3]": 528,
+    "[CuH4+1]": 529,
+    "[CuH4+2]": 530,
+    "[CuH4+4]": 531,
+    "[CuH4+5]": 532,
+    "[CuH4+6]": 533,
+    "[CuH4]": 534,
+    "[CuH5]": 535,
+    "[CuH6+8]": 536,
+    "[CuH6]": 537,
+    "[Cu]": 538,
+    "[Dy+11]": 539,
+    "[Dy+2]": 540,
+    "[Dy+3]": 541,
+    "[Dy+9]": 542,
+    "[DyH3]": 543,
+    "[DyH6+9]": 544,
+    "[Dy]": 545,
+    "[Er+1]": 546,
+    "[Er+2]": 547,
+    "[Er+3]": 548,
+    "[ErH3]": 549,
+    "[Er]": 550,
+    "[Es]": 551,
+    "[Eu+10]": 552,
+    "[Eu+1]": 553,
+    "[Eu+2]": 554,
+    "[Eu+3]": 555,
+    "[Eu+6]": 556,
+    "[Eu+9]": 557,
+    "[EuH3]": 558,
+    "[EuH7+10]": 559,
+    "[Eu]": 560,
+    "[F+1]": 561,
+    "[F+2]": 562,
+    "[F-1]": 563,
+    "[F-2]": 564,
+    "[FH0]": 565,
+    "[F]": 566,
+    "[Fe+1]": 567,
+    "[Fe+2]": 568,
+    "[Fe+3]": 569,
+    "[Fe+4]": 570,
+    "[Fe+5]": 571,
+    "[Fe+6]": 572,
+    "[Fe+7]": 573,
+    "[Fe+8]": 574,
+    "[Fe+9]": 575,
+    "[Fe-1]": 576,
+    "[Fe-2]": 577,
+    "[Fe-3]": 578,
+    "[Fe-4]": 579,
+    "[FeH1]": 580,
+    "[FeH2+2]": 581,
+    "[FeH2+3]": 582,
+    "[FeH2+4]": 583,
+    "[FeH2]": 584,
+    "[FeH3+2]": 585,
+    "[FeH3+3]": 586,
+    "[FeH3]": 587,
+    "[FeH4+2]": 588,
+    "[FeH4+3]": 589,
+    "[FeH4+4]": 590,
+    "[FeH4+6]": 591,
+    "[FeH4+7]": 592,
+    "[FeH4]": 593,
+    "[FeH5]": 594,
+    "[FeH6+3]": 595,
+    "[FeH6+8]": 596,
+    "[FeH6+9]": 597,
+    "[FeH8]": 598,
+    "[Fe]": 599,
+    "[Ga+1]": 600,
+    "[Ga+2]": 601,
+    "[Ga+3]": 602,
+    "[Ga+7]": 603,
+    "[Ga+9]": 604,
+    "[GaH1+1]": 605,
+    "[GaH2]": 606,
+    "[GaH3]": 607,
+    "[Ga]": 608,
+    "[Gd+10]": 609,
+    "[Gd+11]": 610,
+    "[Gd+1]": 611,
+    "[Gd+2]": 612,
+    "[Gd+3]": 613,
+    "[Gd+4]": 614,
+    "[Gd+7]": 615,
+    "[Gd+8]": 616,
+    "[Gd+9]": 617,
+    "[GdH3]": 618,
+    "[GdH8+11]": 619,
+    "[Gd]": 620,
+    "[Ge+1]": 621,
+    "[Ge+2]": 622,
+    "[Ge+3]": 623,
+    "[Ge+4]": 624,
+    "[GeH1+3]": 625,
+    "[GeH1]": 626,
+    "[GeH2]": 627,
+    "[GeH3]": 628,
+    "[GeH4+3]": 629,
+    "[GeH4]": 630,
+    "[Ge]": 631,
+    "[H+1]": 632,
+    "[H-1]": 633,
+    "[H-2]": 634,
+    "[H]": 635,
+    "[Hf+12]": 636,
+    "[Hf+1]": 637,
+    "[Hf+2]": 638,
+    "[Hf+3]": 639,
+    "[Hf+4]": 640,
+    "[HfH2]": 641,
+    "[HfH3]": 642,
+    "[HfH4]": 643,
+    "[Hf]": 644,
+    "[Ho+1]": 645,
+    "[Ho+2]": 646,
+    "[Ho+3]": 647,
+    "[Ho+9]": 648,
+    "[Ho]": 649,
+    "[I+1]": 650,
+    "[I+2]": 651,
+    "[I+3]": 652,
+    "[I+5]": 653,
+    "[I-1]": 654,
+    "[I-2]": 655,
+    "[I-3]": 656,
+    "[IH0]": 657,
+    "[IH1+1]": 658,
+    "[IH1]": 659,
+    "[IH2+1]": 660,
+    "[IH2-2]": 661,
+    "[IH2]": 662,
+    "[IH3]": 663,
+    "[I]": 664,
+    "[In+1]": 665,
+    "[In+2]": 666,
+    "[In+3]": 667,
+    "[In+9]": 668,
+    "[InH1]": 669,
+    "[InH2]": 670,
+    "[InH3]": 671,
+    "[In]": 672,
+    "[Ir+1]": 673,
+    "[Ir+2]": 674,
+    "[Ir+3]": 675,
+    "[Ir+4]": 676,
+    "[Ir+5]": 677,
+    "[Ir+6]": 678,
+    "[Ir+7]": 679,
+    "[Ir+9]": 680,
+    "[Ir-3]": 681,
+    "[IrH1]": 682,
+    "[IrH2+1]": 683,
+    "[IrH2+2]": 684,
+    "[IrH2+3]": 685,
+    "[IrH2]": 686,
+    "[IrH3+6]": 687,
+    "[IrH3]": 688,
+    "[IrH4+1]": 689,
+    "[IrH4+5]": 690,
+    "[IrH4]": 691,
+    "[IrH5]": 692,
+    "[IrH6+3]": 693,
+    "[IrH6]": 694,
+    "[Ir]": 695,
+    "[K+1]": 696,
+    "[K+2]": 697,
+    "[K+3]": 698,
+    "[K-1]": 699,
+    "[KH1+1]": 700,
+    "[KH1]": 701,
+    "[KH2]": 702,
+    "[KH6]": 703,
+    "[K]": 704,
+    "[La+1]": 705,
+    "[La+2]": 706,
+    "[La+3]": 707,
+    "[La+6]": 708,
+    "[La+9]": 709,
+    "[LaH3]": 710,
+    "[La]": 711,
+    "[Li+1]": 712,
+    "[LiH1+1]": 713,
+    "[LiH1]": 714,
+    "[Li]": 715,
+    "[Lu+2]": 716,
+    "[Lu+3]": 717,
+    "[Lu+6]": 718,
+    "[LuH3]": 719,
+    "[Lu]": 720,
+    "[Mg+1]": 721,
+    "[Mg+2]": 722,
+    "[Mg+3]": 723,
+    "[Mg+4]": 724,
+    "[Mg+5]": 725,
+    "[Mg+6]": 726,
+    "[Mg+8]": 727,
+    "[Mg-2]": 728,
+    "[MgH1+1]": 729,
+    "[MgH1]": 730,
+    "[MgH2+1]": 731,
+    "[MgH2+2]": 732,
+    "[MgH2]": 733,
+    "[MgH3+3]": 734,
+    "[MgH3+5]": 735,
+    "[MgH4+2]": 736,
+    "[MgH4+6]": 737,
+    "[MgH4]": 738,
+    "[MgH6+8]": 739,
+    "[Mg]": 740,
+    "[Mn+1]": 741,
+    "[Mn+2]": 742,
+    "[Mn+3]": 743,
+    "[Mn+4]": 744,
+    "[Mn+5]": 745,
+    "[Mn+6]": 746,
+    "[Mn+7]": 747,
+    "[Mn+8]": 748,
+    "[Mn+9]": 749,
+    "[MnH2+2]": 750,
+    "[MnH2+3]": 751,
+    "[MnH2]": 752,
+    "[MnH3]": 753,
+    "[MnH4+5]": 754,
+    "[MnH4+6]": 755,
+    "[MnH4+7]": 756,
+    "[MnH5+8]": 757,
+    "[MnH5]": 758,
+    "[MnH6+8]": 759,
+    "[MnH6]": 760,
+    "[MnH7+9]": 761,
+    "[Mn]": 762,
+    "[Mo+1]": 763,
+    "[Mo+2]": 764,
+    "[Mo+3]": 765,
+    "[Mo+4]": 766,
+    "[Mo+5]": 767,
+    "[Mo+6]": 768,
+    "[Mo+7]": 769,
+    "[Mo+8]": 770,
+    "[MoH2]": 771,
+    "[MoH3]": 772,
+    "[MoH4+2]": 773,
+    "[MoH4]": 774,
+    "[MoH6+4]": 775,
+    "[MoH6]": 776,
+    "[MoH8+2]": 777,
+    "[MoH8]": 778,
+    "[Mo]": 779,
+    "[N+1]": 780,
+    "[N+2]": 781,
+    "[N-1]": 782,
+    "[N-2]": 783,
+    "[N-3]": 784,
+    "[N@+1]": 785,
+    "[N@@+1]": 786,
+    "[N@@]": 787,
+    "[N@H1+1]": 788,
+    "[N@]": 789,
+    "[NH0]": 790,
+    "[NH1+1]": 791,
+    "[NH1-1]": 792,
+    "[NH1-2]": 793,
+    "[NH1]": 794,
+    "[NH2+1]": 795,
+    "[NH2-1]": 796,
+    "[NH2]": 797,
+    "[NH3+1]": 798,
+    "[NH3-1]": 799,
+    "[NH3]": 800,
+    "[NH4+1]": 801,
+    "[NH4-1]": 802,
+    "[NH4]": 803,
+    "[N]": 804,
+    "[Na+1]": 805,
+    "[NaH1+1]": 806,
+    "[NaH1+2]": 807,
+    "[NaH1]": 808,
+    "[NaH2]": 809,
+    "[Na]": 810,
+    "[Nb+1]": 811,
+    "[Nb+2]": 812,
+    "[Nb+3]": 813,
+    "[Nb+4]": 814,
+    "[Nb+5]": 815,
+    "[Nb+7]": 816,
+    "[NbH3]": 817,
+    "[NbH5+3]": 818,
+    "[NbH5]": 819,
+    "[NbH8]": 820,
+    "[Nb]": 821,
+    "[Nd+1]": 822,
+    "[Nd+2]": 823,
+    "[Nd+3]": 824,
+    "[Nd+5]": 825,
+    "[NdH3+6]": 826,
+    "[NdH3]": 827,
+    "[Nd]": 828,
+    "[Ni+1]": 829,
+    "[Ni+2]": 830,
+    "[Ni+3]": 831,
+    "[Ni+4]": 832,
+    "[Ni+5]": 833,
+    "[Ni+6]": 834,
+    "[Ni+7]": 835,
+    "[Ni+8]": 836,
+    "[Ni-2]": 837,
+    "[NiH1]": 838,
+    "[NiH2+2]": 839,
+    "[NiH2]": 840,
+    "[NiH3+2]": 841,
+    "[NiH3+5]": 842,
+    "[NiH3]": 843,
+    "[NiH4+2]": 844,
+    "[NiH4+3]": 845,
+    "[NiH4+4]": 846,
+    "[NiH4+5]": 847,
+    "[NiH4+6]": 848,
+    "[NiH4+7]": 849,
+    "[NiH4]": 850,
+    "[NiH6+2]": 851,
+    "[NiH6]": 852,
+    "[NiH8]": 853,
+    "[Ni]": 854,
+    "[O+1]": 855,
+    "[O-1]": 856,
+    "[O-2]": 857,
+    "[O-3]": 858,
+    "[O-4]": 859,
+    "[O-5]": 860,
+    "[O-7]": 861,
+    "[OH0]": 862,
+    "[OH1+1]": 863,
+    "[OH1-1]": 864,
+    "[OH1-2]": 865,
+    "[OH1]": 866,
+    "[OH2-1]": 867,
+    "[OH2-2]": 868,
+    "[OH2]": 869,
+    "[OH3+1]": 870,
+    "[OH3-1]": 871,
+    "[OH3-2]": 872,
+    "[OH3-3]": 873,
+    "[OH3]": 874,
+    "[OH4-4]": 875,
+    "[O]": 876,
+    "[Os+2]": 877,
+    "[Os+3]": 878,
+    "[Os+4]": 879,
+    "[Os+5]": 880,
+    "[Os+6]": 881,
+    "[Os+8]": 882,
+    "[OsH4]": 883,
+    "[OsH6+4]": 884,
+    "[OsH6]": 885,
+    "[OsH8]": 886,
+    "[Os]": 887,
+    "[P+1]": 888,
+    "[P+5]": 889,
+    "[P-19]": 890,
+    "[P-1]": 891,
+    "[P-2]": 892,
+    "[P-3]": 893,
+    "[P@+1]": 894,
+    "[P@-1]": 895,
+    "[P@@-1]": 896,
+    "[P@@]": 897,
+    "[P@]": 898,
+    "[PH0]": 899,
+    "[PH1+1]": 900,
+    "[PH1-1]": 901,
+    "[PH1-2]": 902,
+    "[PH1]": 903,
+    "[PH2-1]": 904,
+    "[PH2]": 905,
+    "[PH4]": 906,
+    "[P]": 907,
+    "[Pb+2]": 908,
+    "[Pb+3]": 909,
+    "[Pb+4]": 910,
+    "[Pb+6]": 911,
+    "[PbH1+1]": 912,
+    "[PbH1+3]": 913,
+    "[PbH1]": 914,
+    "[PbH2]": 915,
+    "[PbH3]": 916,
+    "[PbH4]": 917,
+    "[PbH6]": 918,
+    "[Pb]": 919,
+    "[Pd+1]": 920,
+    "[Pd+2]": 921,
+    "[Pd+3]": 922,
+    "[Pd+4]": 923,
+    "[Pd+5]": 924,
+    "[Pd+6]": 925,
+    "[Pd-1]": 926,
+    "[Pd-2]": 927,
+    "[PdH1+2]": 928,
+    "[PdH1]": 929,
+    "[PdH2+2]": 930,
+    "[PdH2]": 931,
+    "[PdH3+2]": 932,
+    "[PdH3+5]": 933,
+    "[PdH3]": 934,
+    "[PdH4+2]": 935,
+    "[PdH4+6]": 936,
+    "[PdH4]": 937,
+    "[PdH6+4]": 938,
+    "[PdH6]": 939,
+    "[Pd]": 940,
+    "[Pr+1]": 941,
+    "[Pr+2]": 942,
+    "[Pr+3]": 943,
+    "[Pr+4]": 944,
+    "[Pr+5]": 945,
+    "[Pr+9]": 946,
+    "[PrH6]": 947,
+    "[Pr]": 948,
+    "[Pt+10]": 949,
+    "[Pt+1]": 950,
+    "[Pt+2]": 951,
+    "[Pt+3]": 952,
+    "[Pt+4]": 953,
+    "[Pt+5]": 954,
+    "[Pt+6]": 955,
+    "[Pt-2]": 956,
+    "[PtH1]": 957,
+    "[PtH2+2]": 958,
+    "[PtH2]": 959,
+    "[PtH3+5]": 960,
+    "[PtH3]": 961,
+    "[PtH4+2]": 962,
+    "[PtH4+6]": 963,
+    "[PtH4+8]": 964,
+    "[PtH4]": 965,
+    "[PtH6+10]": 966,
+    "[PtH6+4]": 967,
+    "[PtH6]": 968,
+    "[Pt]": 969,
+    "[Rb+1]": 970,
+    "[RbH1]": 971,
+    "[Rb]": 972,
+    "[Re+1]": 973,
+    "[Re+2]": 974,
+    "[Re+3]": 975,
+    "[Re+4]": 976,
+    "[Re+5]": 977,
+    "[Re+6]": 978,
+    "[Re+7]": 979,
+    "[ReH1]": 980,
+    "[ReH4]": 981,
+    "[ReH5]": 982,
+    "[ReH6]": 983,
+    "[ReH7+4]": 984,
+    "[ReH7]": 985,
+    "[ReH8+3]": 986,
+    "[Re]": 987,
+    "[Rh+1]": 988,
+    "[Rh+2]": 989,
+    "[Rh+3]": 990,
+    "[Rh+4]": 991,
+    "[Rh+5]": 992,
+    "[Rh+6]": 993,
+    "[Rh+7]": 994,
+    "[Rh+8]": 995,
+    "[Rh+9]": 996,
+    "[Rh-1]": 997,
+    "[Rh-2]": 998,
+    "[RhH1]": 999,
+    "[RhH2+3]": 1000,
+    "[RhH2]": 1001,
+    "[RhH3]": 1002,
+    "[RhH4+2]": 1003,
+    "[RhH4+6]": 1004,
+    "[RhH4]": 1005,
+    "[RhH5+2]": 1006,
+    "[RhH5+7]": 1007,
+    "[RhH5]": 1008,
+    "[RhH6+3]": 1009,
+    "[Rh]": 1010,
+    "[Ring1]": 1011,
+    "[Ring2]": 1012,
+    "[Ring3]": 1013,
+    "[Ru+10]": 1014,
+    "[Ru+1]": 1015,
+    "[Ru+2]": 1016,
+    "[Ru+3]": 1017,
+    "[Ru+4]": 1018,
+    "[Ru+5]": 1019,
+    "[Ru+6]": 1020,
+    "[Ru+7]": 1021,
+    "[Ru+8]": 1022,
+    "[Ru+9]": 1023,
+    "[Ru-1]": 1024,
+    "[Ru-4]": 1025,
+    "[RuH1+1]": 1026,
+    "[RuH1+2]": 1027,
+    "[RuH1]": 1028,
+    "[RuH2+4]": 1029,
+    "[RuH2]": 1030,
+    "[RuH3+4]": 1031,
+    "[RuH3]": 1032,
+    "[RuH4]": 1033,
+    "[RuH5]": 1034,
+    "[RuH6+2]": 1035,
+    "[RuH6+4]": 1036,
+    "[RuH6+8]": 1037,
+    "[RuH6]": 1038,
+    "[RuH7+4]": 1039,
+    "[RuH8+3]": 1040,
+    "[Ru]": 1041,
+    "[S+1]": 1042,
+    "[S-1]": 1043,
+    "[S-2]": 1044,
+    "[S@+1]": 1045,
+    "[S@@+1]": 1046,
+    "[S@@]": 1047,
+    "[S@]": 1048,
+    "[SH0]": 1049,
+    "[SH1+1]": 1050,
+    "[SH1-1]": 1051,
+    "[SH1-2]": 1052,
+    "[SH1]": 1053,
+    "[SH2-2]": 1054,
+    "[SH3]": 1055,
+    "[S]": 1056,
+    "[Sb+11]": 1057,
+    "[Sb+2]": 1058,
+    "[Sb+3]": 1059,
+    "[Sb+5]": 1060,
+    "[Sb+6]": 1061,
+    "[Sb+7]": 1062,
+    "[Sb-3]": 1063,
+    "[SbH1+1]": 1064,
+    "[SbH1+3]": 1065,
+    "[SbH1+4]": 1066,
+    "[SbH2+3]": 1067,
+    "[SbH2]": 1068,
+    "[SbH3]": 1069,
+    "[SbH4+1]": 1070,
+    "[SbH4+3]": 1071,
+    "[SbH4+4]": 1072,
+    "[SbH4+7]": 1073,
+    "[SbH4]": 1074,
+    "[SbH5+5]": 1075,
+    "[SbH5]": 1076,
+    "[SbH6+5]": 1077,
+    "[SbH6]": 1078,
+    "[Sb]": 1079,
+    "[Sc+1]": 1080,
+    "[Sc+2]": 1081,
+    "[Sc+3]": 1082,
+    "[Sc+6]": 1083,
+    "[ScH3]": 1084,
+    "[Sc]": 1085,
+    "[Se+1]": 1086,
+    "[Se-1]": 1087,
+    "[Se-2]": 1088,
+    "[SeH1-1]": 1089,
+    "[SeH1]": 1090,
+    "[SeH2]": 1091,
+    "[SeH3]": 1092,
+    "[SeH6]": 1093,
+    "[Se]": 1094,
+    "[Si+1]": 1095,
+    "[Si+2]": 1096,
+    "[Si+4]": 1097,
+    "[Si-1]": 1098,
+    "[Si-2]": 1099,
+    "[Si-4]": 1100,
+    "[Si@@]": 1101,
+    "[Si@]": 1102,
+    "[SiH1-1]": 1103,
+    "[SiH1]": 1104,
+    "[SiH2-1]": 1105,
+    "[SiH2-2]": 1106,
+    "[SiH2]": 1107,
+    "[SiH3-1]": 1108,
+    "[SiH3]": 1109,
+    "[SiH4+4]": 1110,
+    "[SiH4]": 1111,
+    "[Si]": 1112,
+    "[Sm+2]": 1113,
+    "[Sm+3]": 1114,
+    "[SmH3]": 1115,
+    "[Sm]": 1116,
+    "[Sn+10]": 1117,
+    "[Sn+1]": 1118,
+    "[Sn+2]": 1119,
+    "[Sn+3]": 1120,
+    "[Sn+4]": 1121,
+    "[Sn+6]": 1122,
+    "[SnH1+1]": 1123,
+    "[SnH1+3]": 1124,
+    "[SnH1]": 1125,
+    "[SnH2]": 1126,
+    "[SnH3+1]": 1127,
+    "[SnH3]": 1128,
+    "[SnH4+3]": 1129,
+    "[SnH4+6]": 1130,
+    "[SnH4+8]": 1131,
+    "[SnH4]": 1132,
+    "[SnH6]": 1133,
+    "[Sn]": 1134,
+    "[Sr+1]": 1135,
+    "[Sr+2]": 1136,
+    "[Sr+4]": 1137,
+    "[SrH1+1]": 1138,
+    "[SrH1]": 1139,
+    "[SrH2]": 1140,
+    "[SrH9]": 1141,
+    "[Sr]": 1142,
+    "[Ta+11]": 1143,
+    "[Ta+1]": 1144,
+    "[Ta+2]": 1145,
+    "[Ta+3]": 1146,
+    "[Ta+4]": 1147,
+    "[Ta+5]": 1148,
+    "[TaH5+3]": 1149,
+    "[TaH5]": 1150,
+    "[TaH6+11]": 1151,
+    "[TaH7+5]": 1152,
+    "[Ta]": 1153,
+    "[Tb+11]": 1154,
+    "[Tb+2]": 1155,
+    "[Tb+3]": 1156,
+    "[TbH3]": 1157,
+    "[Tb]": 1158,
+    "[Te+2]": 1159,
+    "[Te+4]": 1160,
+    "[Te-2]": 1161,
+    "[TeH1-1]": 1162,
+    "[TeH1]": 1163,
+    "[TeH2]": 1164,
+    "[TeH3]": 1165,
+    "[Te]": 1166,
+    "[Th+4]": 1167,
+    "[Th]": 1168,
+    "[Ti+10]": 1169,
+    "[Ti+12]": 1170,
+    "[Ti+1]": 1171,
+    "[Ti+2]": 1172,
+    "[Ti+3]": 1173,
+    "[Ti+4]": 1174,
+    "[Ti+5]": 1175,
+    "[Ti+6]": 1176,
+    "[Ti+7]": 1177,
+    "[TiH2]": 1178,
+    "[TiH3+7]": 1179,
+    "[TiH3]": 1180,
+    "[TiH4+3]": 1181,
+    "[TiH4]": 1182,
+    "[TiH6+10]": 1183,
+    "[TiH6+4]": 1184,
+    "[TiH6+7]": 1185,
+    "[TiH6]": 1186,
+    "[Ti]": 1187,
+    "[Tl+1]": 1188,
+    "[Tl+3]": 1189,
+    "[TlH1+1]": 1190,
+    "[TlH1]": 1191,
+    "[TlH3]": 1192,
+    "[Tl]": 1193,
+    "[Tm+2]": 1194,
+    "[Tm+3]": 1195,
+    "[TmH3]": 1196,
+    "[Tm]": 1197,
+    "[U+1]": 1198,
+    "[U+6]": 1199,
+    "[U]": 1200,
+    "[V+10]": 1201,
+    "[V+1]": 1202,
+    "[V+2]": 1203,
+    "[V+3]": 1204,
+    "[V+4]": 1205,
+    "[V+5]": 1206,
+    "[V+7]": 1207,
+    "[V+8]": 1208,
+    "[VH2+1]": 1209,
+    "[VH2]": 1210,
+    "[VH3+4]": 1211,
+    "[VH3]": 1212,
+    "[VH4]": 1213,
+    "[VH5+3]": 1214,
+    "[VH5+4]": 1215,
+    "[VH5]": 1216,
+    "[VH6+7]": 1217,
+    "[VH6+8]": 1218,
+    "[VH6+9]": 1219,
+    "[VH6]": 1220,
+    "[VH7+8]": 1221,
+    "[VH8+10]": 1222,
+    "[V]": 1223,
+    "[W+10]": 1224,
+    "[W+1]": 1225,
+    "[W+2]": 1226,
+    "[W+3]": 1227,
+    "[W+4]": 1228,
+    "[W+5]": 1229,
+    "[W+6]": 1230,
+    "[W-1]": 1231,
+    "[W-2]": 1232,
+    "[W-60]": 1233,
+    "[WH2]": 1234,
+    "[WH3]": 1235,
+    "[WH4+6]": 1236,
+    "[WH4]": 1237,
+    "[WH5]": 1238,
+    "[WH6+3]": 1239,
+    "[WH6+4]": 1240,
+    "[WH6]": 1241,
+    "[WH7]": 1242,
+    "[W]": 1243,
+    "[Xe]": 1244,
+    "[Y+1]": 1245,
+    "[Y+2]": 1246,
+    "[Y+3]": 1247,
+    "[Y+6]": 1248,
+    "[YH2]": 1249,
+    "[YH3]": 1250,
+    "[Y]": 1251,
+    "[Yb+1]": 1252,
+    "[Yb+2]": 1253,
+    "[Yb+3]": 1254,
+    "[Yb+6]": 1255,
+    "[YbH3]": 1256,
+    "[Yb]": 1257,
+    "[Zn+1]": 1258,
+    "[Zn+2]": 1259,
+    "[Zn+3]": 1260,
+    "[Zn+4]": 1261,
+    "[Zn+5]": 1262,
+    "[Zn+6]": 1263,
+    "[Zn+8]": 1264,
+    "[ZnH1]": 1265,
+    "[ZnH2+1]": 1266,
+    "[ZnH2+2]": 1267,
+    "[ZnH2]": 1268,
+    "[ZnH3+2]": 1269,
+    "[ZnH3+5]": 1270,
+    "[ZnH4+2]": 1271,
+    "[ZnH4+6]": 1272,
+    "[ZnH4]": 1273,
+    "[ZnH6+8]": 1274,
+    "[ZnH6]": 1275,
+    "[Zn]": 1276,
+    "[Zr+10]": 1277,
+    "[Zr+1]": 1278,
+    "[Zr+2]": 1279,
+    "[Zr+3]": 1280,
+    "[Zr+4]": 1281,
+    "[Zr+5]": 1282,
+    "[Zr+6]": 1283,
+    "[Zr+7]": 1284,
+    "[Zr+9]": 1285,
+    "[ZrH2+3]": 1286,
+    "[ZrH2+4]": 1287,
+    "[ZrH2]": 1288,
+    "[ZrH4+3]": 1289,
+    "[ZrH4]": 1290,
+    "[ZrH5+9]": 1291,
+    "[Zr]": 1292,
+    "[\\123I]": 1293,
+    "[\\13CH1]": 1294,
+    "[\\13CH2]": 1295,
+    "[\\13CH3]": 1296,
+    "[\\13C]": 1297,
+    "[\\15NH1]": 1298,
+    "[\\15N]": 1299,
+    "[\\2H]": 1300,
+    "[\\B-1]": 1301,
+    "[\\B]": 1302,
+    "[\\Br]": 1303,
+    "[\\C@@H1]": 1304,
+    "[\\C@@]": 1305,
+    "[\\C@H1]": 1306,
+    "[\\C@]": 1307,
+    "[\\CH0]": 1308,
+    "[\\CH1]": 1309,
+    "[\\CH2-1]": 1310,
+    "[\\C]": 1311,
+    "[\\Cl]": 1312,
+    "[\\F]": 1313,
+    "[\\Fe]": 1314,
+    "[\\I]": 1315,
+    "[\\N+1]": 1316,
+    "[\\N-1]": 1317,
+    "[\\N-2]": 1318,
+    "[\\NH0]": 1319,
+    "[\\NH1+1]": 1320,
+    "[\\NH1-1]": 1321,
+    "[\\NH1]": 1322,
+    "[\\NH2+1]": 1323,
+    "[\\NH2-1]": 1324,
+    "[\\N]": 1325,
+    "[\\O+1]": 1326,
+    "[\\O-1]": 1327,
+    "[\\OH0]": 1328,
+    "[\\O]": 1329,
+    "[\\P+1]": 1330,
+    "[\\P]": 1331,
+    "[\\Pd+1]": 1332,
+    "[\\PdH1]": 1333,
+    "[\\Ru+1]": 1334,
+    "[\\Ru+2]": 1335,
+    "[\\Ru+3]": 1336,
+    "[\\Ru+4]": 1337,
+    "[\\RuH3+3]": 1338,
+    "[\\RuH3]": 1339,
+    "[\\S+1]": 1340,
+    "[\\S-1]": 1341,
+    "[\\S-2]": 1342,
+    "[\\S@+1]": 1343,
+    "[\\S@@+1]": 1344,
+    "[\\S@@]": 1345,
+    "[\\S@]": 1346,
+    "[\\S]": 1347,
+    "[\\Sb+2]": 1348,
+    "[\\Sb]": 1349,
+    "[\\SiH1]": 1350,
+    "[\\Si]": 1351,
+    "[\\Sn]": 1352,
+    "[=No]": 1353,
+    "[Hf+6]": 1354,
+    "[P@@H1]": 1355,
+    "[ClH1-2]": 1356,
+    "[=Yb]": 1357,
+    "[=SH2]": 1358,
+    "[/Se]": 1359,
+    "[/NH3+1]": 1360,
+    "[=GeH1]": 1361,
+    "[\\IH0]": 1362,
+    "[/Sn]": 1363,
+    "[EuH6+9]": 1364,
+    "[=U]": 1365,
+    "[=Ho]": 1366,
+    "[=S@@+1]": 1367,
+    "[Te+1]": 1368,
+    "[#SH0]": 1369,
+    "[=YH1]": 1370,
+    "[=Cd]": 1371,
+    "[=P@@H1]": 1372,
+    "[#Mo]": 1373,
+    "[=In]": 1374,
+    "[=P@H1]": 1375,
+    "[I@@]": 1376,
+    "[Si@@H1]": 1377,
+    "[/NH1+1]": 1378,
+    "[#In]": 1379,
+    "[=PH1]": 1380,
+    "[As+1]": 1381,
+    "[=Sc]": 1382,
+    "[Pm+3]": 1383,
+    "[\\C+1]": 1384,
+    "[=InH1]": 1385,
+    "[=IrH1]": 1386,
+    "[Hg]": 1387,
+    "[#Ring1]": 1388,
+    "[/N@]": 1389,
+    "[I@]": 1390,
+    "[\\NH3+1]": 1391,
+    "[=Er]": 1392,
+    "[Sn@]": 1393,
+    "[Br+2]": 1394,
+    "[/Cu]": 1395,
+    "[ZrH7+11]": 1396,
+    "[=I]": 1397,
+    "[Cl+2]": 1398,
+    "[\\C-1]": 1399,
+    "[ClH2-3]": 1400,
+    "[As]": 1401,
+    "[SH2]": 1402,
+    "[#MoH1]": 1403,
+    "[OH2+1]": 1404,
+    "[#Ce]": 1405,
+    "[P@H1]": 1406,
+    "[=IH2]": 1407,
+    "[Sn@@]": 1408,
+    "[S@@H1]": 1409,
+    "[#Hf]": 1410,
+    "[/OH0]": 1411,
+    "[=Dy]": 1412,
+    "[=Gd]": 1413,
+    "[=Mg]": 1414,
+    "[Hg+1]": 1415,
+    "[GaH1]": 1416,
+    "[/CH1-1]": 1417,
+    "[N@@H1+1]": 1418,
+    "[/H]": 1419,
+    "[/N@@]": 1420,
+    "[#SiH1]": 1421,
+    "[N@H1]": 1422,
+    "[1P@@]": 1423,
+    "[=Sn]": 1424,
+    "[=S@+1]": 1425,
+    "[=Eu]": 1426,
+    "[=Ir]": 1427,
+    "[#GeH1]": 1428,
+    "[#O-1]": 1429,
+    "[\\Se]": 1430,
+    "[=GaH1]": 1431,
+    "[=Cl]": 1432,
+    "[=MnH1]": 1433,
+    "[\\H]": 1434,
+    "[=Ce]": 1435,
+    "[ClH3-2]": 1436,
+    "[=Ge]": 1437,
+    "[1P@]": 1438,
+    "[P@@+1]": 1439,
+    "[=Ring3]": 1440,
+    "[=Branch3]": 1441,
+    "[PH3+1]": 1442,
+    "[Si@H1]": 1443,
+    "[=Y]": 1444,
+    "[=SH1]": 1445,
+    "[=Co]": 1446,
+    "[#Ring2]": 1447,
+    "[=La]": 1448,
+    "[=P@]": 1449,
+    "[ZrH6+10]": 1450,
+    "[/BrH0]": 1451,
+    "[=Ga]": 1452,
+    "[/NH0]": 1453,
+    "[=Lu]": 1454,
+    "[Hg+2]": 1455,
+    "[OH3-5]": 1456,
+    "[=Hf]": 1457
+  },
+  "special_ids": {
+    "cls": 1,
+    "sep": 2,
+    "pad": 3,
+    "unk": 0
+  },
+  "max_len": 512,
+  "descriptor_names": [
+    "desc0",
+    "desc1",
+    "desc2",
+    "desc3",
+    "desc4",
+    "desc5",
+    "desc6",
+    "desc7",
+    "desc8",
+    "desc9",
+    "desc10",
+    "desc11"
+  ],
+  "token_dtype": "uint16",
+  "offset_dtype": "int64",
+  "desc_dtype": "float16",
+  "shards": [
+    {
+      "name": "shard-00000",
+      "split": "val",
+      "n_mol": 200000,
+      "n_tokens": 7192271
+    },
+    {
+      "name": "shard-00000",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35959985
+    },
+    {
+      "name": "shard-00001",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35952091
+    },
+    {
+      "name": "shard-00002",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35974301
+    },
+    {
+      "name": "shard-00003",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35934272
+    },
+    {
+      "name": "shard-00004",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35951388
+    },
+    {
+      "name": "shard-00005",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35960583
+    },
+    {
+      "name": "shard-00006",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35965318
+    },
+    {
+      "name": "shard-00007",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35973524
+    },
+    {
+      "name": "shard-00008",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35946358
+    },
+    {
+      "name": "shard-00009",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35950784
+    },
+    {
+      "name": "shard-00010",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35948477
+    },
+    {
+      "name": "shard-00011",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35941240
+    },
+    {
+      "name": "shard-00012",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35957631
+    },
+    {
+      "name": "shard-00013",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35938145
+    },
+    {
+      "name": "shard-00014",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35979293
+    },
+    {
+      "name": "shard-00015",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35964975
+    },
+    {
+      "name": "shard-00016",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35975931
+    },
+    {
+      "name": "shard-00017",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35966526
+    },
+    {
+      "name": "shard-00018",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35941908
+    },
+    {
+      "name": "shard-00019",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35968735
+    },
+    {
+      "name": "shard-00020",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35956468
+    },
+    {
+      "name": "shard-00021",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35969044
+    },
+    {
+      "name": "shard-00022",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35979095
+    },
+    {
+      "name": "shard-00023",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35976939
+    },
+    {
+      "name": "shard-00024",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35958373
+    },
+    {
+      "name": "shard-00025",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35977683
+    },
+    {
+      "name": "shard-00026",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35961739
+    },
+    {
+      "name": "shard-00027",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35970906
+    },
+    {
+      "name": "shard-00028",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35952781
+    },
+    {
+      "name": "shard-00029",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35964588
+    },
+    {
+      "name": "shard-00030",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35976487
+    },
+    {
+      "name": "shard-00031",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35960366
+    },
+    {
+      "name": "shard-00032",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35979972
+    },
+    {
+      "name": "shard-00033",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35960542
+    },
+    {
+      "name": "shard-00034",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35962913
+    },
+    {
+      "name": "shard-00035",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35971946
+    },
+    {
+      "name": "shard-00036",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35968070
+    },
+    {
+      "name": "shard-00037",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35968736
+    },
+    {
+      "name": "shard-00038",
+      "split": "train",
+      "n_mol": 1000000,
+      "n_tokens": 35987814
+    },
+    {
+      "name": "shard-00039",
+      "split": "train",
+      "n_mol": 800000,
+      "n_tokens": 28756772
+    }
+  ],
+  "stats": {
+    "n_mol": 40000000,
+    "desc_mean": [
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0,
+      0.0
+    ],
+    "desc_std": [
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0,
+      1.0
+    ],
+    "desc_count": [
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0,
+      0
+    ],
+    "seed": 0,
+    "val_frac": 0.005,
+    "mix_total_requested": 40000000,
+    "mix_total_actual": 40000000,
+    "mix_sources": [
+      {
+        "name": "zinc",
+        "type": "bin",
+        "target": 16000000,
+        "available": 18426228,
+        "kept": 16000000,
+        "oversample": 0,
+        "holdout_dropped": 0
+      },
+      {
+        "name": "gdb4c3d",
+        "type": "parquet",
+        "target": 14000000,
+        "available": 6555929,
+        "kept": 14000000,
+        "oversample": 7444071,
+        "holdout_dropped": 0
+      },
+      {
+        "name": "gdbmedchem",
+        "type": "parquet",
+        "target": 6000000,
+        "available": 9994112,
+        "kept": 6000000,
+        "oversample": 0,
+        "holdout_dropped": 0
+      },
+      {
+        "name": "chembl",
+        "type": "parquet",
+        "target": 4000000,
+        "available": 1576893,
+        "kept": 4000000,
+        "oversample": 2423107,
+        "holdout_dropped": 2
+      }
+    ],
+    "holdout_path": "testdata/mechano_test.jsonl",
+    "holdout_dropped_total": 2
+  }
+}
\ No newline at end of file
diff --git a/mixes/mix-phase1-40M/data/train/shard-00000.bin b/mixes/mix-phase1-40M/data/train/shard-00000.bin
new file mode 100644
index 0000000000000000000000000000000000000000..363bb80ff3884dfc7fc9841e2d87b32b1f53a977
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00000.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02185479c6d96a19f33a100f0ceb1ca073501f2e8117ea2066c88a0d763f379c
+size 71919970
diff --git a/mixes/mix-phase1-40M/data/train/shard-00000.desc b/mixes/mix-phase1-40M/data/train/shard-00000.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00000.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00000.idx b/mixes/mix-phase1-40M/data/train/shard-00000.idx
new file mode 100644
index 0000000000000000000000000000000000000000..f64358c66b81bc6f895da0de2bbdd2e38b84d9f9
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00000.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e0bf1ceb4d211496d6d1d2419d6f668995ebfacd28c89713ecf3e4229c1d3e45
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00001.bin b/mixes/mix-phase1-40M/data/train/shard-00001.bin
new file mode 100644
index 0000000000000000000000000000000000000000..44b44880041ee46e481a0f55b706009da39c0a30
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00001.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dca6d785a785753c85502e2c9518a74460f04e59518693a5f851a26ec212155a
+size 71904182
diff --git a/mixes/mix-phase1-40M/data/train/shard-00001.desc b/mixes/mix-phase1-40M/data/train/shard-00001.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00001.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00001.idx b/mixes/mix-phase1-40M/data/train/shard-00001.idx
new file mode 100644
index 0000000000000000000000000000000000000000..d71cdf2642c6f1773d4d949eb6e7e2d1e09d2c5f
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00001.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b69e8213de3c2b444ef5d854889d90201faeecc27b5bfa29a8c6f2c3c0b112c
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00002.bin b/mixes/mix-phase1-40M/data/train/shard-00002.bin
new file mode 100644
index 0000000000000000000000000000000000000000..89d6e52982fd2b9c0581362219814fe1b40fe5cc
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00002.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:edfd69aee2b8f3dca707adf5f56530be2b083e3edee4473b0fdbbd5c7221b805
+size 71948602
diff --git a/mixes/mix-phase1-40M/data/train/shard-00002.desc b/mixes/mix-phase1-40M/data/train/shard-00002.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00002.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00002.idx b/mixes/mix-phase1-40M/data/train/shard-00002.idx
new file mode 100644
index 0000000000000000000000000000000000000000..5322bad198fd7b1bd58416b1e50c6096140a2183
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00002.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f983234eaa0a4d6242b09d157a0e960c7d16f1e714154b3fa6052e6033b1c9c4
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00003.bin b/mixes/mix-phase1-40M/data/train/shard-00003.bin
new file mode 100644
index 0000000000000000000000000000000000000000..10deafeec148a2c65c32c68e1a8fbf8de1f0eaff
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00003.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:749a27682d937d0214cb190844799d7b4e97f7cfc0bbb65d9c2801fe824736f6
+size 71868544
diff --git a/mixes/mix-phase1-40M/data/train/shard-00003.desc b/mixes/mix-phase1-40M/data/train/shard-00003.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00003.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00003.idx b/mixes/mix-phase1-40M/data/train/shard-00003.idx
new file mode 100644
index 0000000000000000000000000000000000000000..6d75f78d12c6f8b6cfeca9521daaa8d921415fd9
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00003.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53e5d5b471b3c7a507fd7c0c17ab8f63f9793cfed902fdbd79166cb24814a2a2
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00004.bin b/mixes/mix-phase1-40M/data/train/shard-00004.bin
new file mode 100644
index 0000000000000000000000000000000000000000..dd003299296af44fca0fc21acfd3e467611e10d4
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00004.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:410a3caecdd3805b98732daeeea8cc0dd5ca462b228889d0c9f642605d28ed12
+size 71902776
diff --git a/mixes/mix-phase1-40M/data/train/shard-00004.desc b/mixes/mix-phase1-40M/data/train/shard-00004.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00004.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00004.idx b/mixes/mix-phase1-40M/data/train/shard-00004.idx
new file mode 100644
index 0000000000000000000000000000000000000000..51a8af22436afeee7d03b7e92f111128497d3ba3
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00004.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f54907ca859aa7569c84cf9c60bdfe0026cf79df047a5b0b5c68c51cd46dc61
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00005.bin b/mixes/mix-phase1-40M/data/train/shard-00005.bin
new file mode 100644
index 0000000000000000000000000000000000000000..33a7bc832333ff4eb469e04005bb48cae3cf55fa
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00005.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7eb263d39a00f403b0e3b8fc09fd8d1fa9511c633538f3a8d80f45aa8e57452
+size 71921166
diff --git a/mixes/mix-phase1-40M/data/train/shard-00005.desc b/mixes/mix-phase1-40M/data/train/shard-00005.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00005.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00005.idx b/mixes/mix-phase1-40M/data/train/shard-00005.idx
new file mode 100644
index 0000000000000000000000000000000000000000..d4b1e4841e4d6d5677f5a7a72edf78808c3e3724
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00005.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ae5c9a75e27ab3b1bca4663b9a320cfc3787c186a9d23537dd52e34e668d96f
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00006.bin b/mixes/mix-phase1-40M/data/train/shard-00006.bin
new file mode 100644
index 0000000000000000000000000000000000000000..b729675f1475e6430b564d42b65d8469ef22fb0d
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00006.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:905932e38a933af7b265ee6d13728e93da09bb76abe413555d35fe34061730ab
+size 71930636
diff --git a/mixes/mix-phase1-40M/data/train/shard-00006.desc b/mixes/mix-phase1-40M/data/train/shard-00006.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00006.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00006.idx b/mixes/mix-phase1-40M/data/train/shard-00006.idx
new file mode 100644
index 0000000000000000000000000000000000000000..cbdeacfb65537bcf72ebee999a25b76c5cdf6672
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00006.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bfa4c327b2ef2edd75957af9502db2527582a7d952b71e7c77598b69ea951279
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00007.bin b/mixes/mix-phase1-40M/data/train/shard-00007.bin
new file mode 100644
index 0000000000000000000000000000000000000000..91e69ccf2001738b524a9b1e2ad27fae2f269c23
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00007.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e1b48f18b92300eae453720f2b5a64e14d432745d31cacf9477c1937811b8b0a
+size 71947048
diff --git a/mixes/mix-phase1-40M/data/train/shard-00007.desc b/mixes/mix-phase1-40M/data/train/shard-00007.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00007.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00007.idx b/mixes/mix-phase1-40M/data/train/shard-00007.idx
new file mode 100644
index 0000000000000000000000000000000000000000..589f1af5f169eaa5e5cfe487d815eab5e31cde03
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00007.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:511b3644ffc8cbfd4f99e5583235d86d661fbaa78ff9867f6fdba1c423b0de86
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00008.bin b/mixes/mix-phase1-40M/data/train/shard-00008.bin
new file mode 100644
index 0000000000000000000000000000000000000000..916551b6e42af009537d9dea4f53303ec8aabeba
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00008.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:44879fc843f61239c7e3912333335b73e5606c17d62351b698779d35002f0876
+size 71892716
diff --git a/mixes/mix-phase1-40M/data/train/shard-00008.desc b/mixes/mix-phase1-40M/data/train/shard-00008.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00008.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00008.idx b/mixes/mix-phase1-40M/data/train/shard-00008.idx
new file mode 100644
index 0000000000000000000000000000000000000000..1cd1467bc2b7df9c6998f35541b4d3269aa35029
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00008.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78141b70cadf16dcb5fd62a0f8fb704369e70a5791d836c207bc5f78fa361be0
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00009.bin b/mixes/mix-phase1-40M/data/train/shard-00009.bin
new file mode 100644
index 0000000000000000000000000000000000000000..f84e10142643456c8e76b482ff17a169dbaf1683
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00009.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48b721514b8c7d7d02347f64ca7208a171b3f819d27daee8d292652849798e93
+size 71901568
diff --git a/mixes/mix-phase1-40M/data/train/shard-00009.desc b/mixes/mix-phase1-40M/data/train/shard-00009.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00009.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00009.idx b/mixes/mix-phase1-40M/data/train/shard-00009.idx
new file mode 100644
index 0000000000000000000000000000000000000000..9e562626f24f854be9684ad26a3c7d13e0514473
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00009.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c1f92c3cc922422b0ab5806e41358c46d7a3927483a6dfbb70b195ab85bbe54
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00010.bin b/mixes/mix-phase1-40M/data/train/shard-00010.bin
new file mode 100644
index 0000000000000000000000000000000000000000..25de8e9da0ea380c6b94c26fda774d62e4284540
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00010.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca0ec781a8fe764acb1042992094a68e896e294d0bffb3a89157eb91cd602320
+size 71896954
diff --git a/mixes/mix-phase1-40M/data/train/shard-00010.desc b/mixes/mix-phase1-40M/data/train/shard-00010.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00010.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00010.idx b/mixes/mix-phase1-40M/data/train/shard-00010.idx
new file mode 100644
index 0000000000000000000000000000000000000000..7a12090d7b7417302351576b997f8d7a4690e1e2
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00010.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a436b94e80c36a667decb428ce649b00b048234495123116e8b5d04c7a5459e3
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00011.bin b/mixes/mix-phase1-40M/data/train/shard-00011.bin
new file mode 100644
index 0000000000000000000000000000000000000000..33cdc712e590c15e5b3e2d3c9c4a4fb89f71a879
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00011.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9aadaee2921b57c94af3be4b6e8d6568b0de04ff262a6e101c14e08b9ac17e1
+size 71882480
diff --git a/mixes/mix-phase1-40M/data/train/shard-00011.desc b/mixes/mix-phase1-40M/data/train/shard-00011.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00011.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00011.idx b/mixes/mix-phase1-40M/data/train/shard-00011.idx
new file mode 100644
index 0000000000000000000000000000000000000000..5ecf4d8bffd3467d8f3bcc38561d71717b4b1138
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00011.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15ffab3366a09471596c0c30fdde4d7cc9cadf27454e9191793a572d3da5b059
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00012.bin b/mixes/mix-phase1-40M/data/train/shard-00012.bin
new file mode 100644
index 0000000000000000000000000000000000000000..8d299ed3a4a1af67e219ded6b3e3f2663c026a76
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00012.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c034b8ca74b95c2c31db9e20821a05a6c07b3eba228a125af51da54eea98e0c4
+size 71915262
diff --git a/mixes/mix-phase1-40M/data/train/shard-00012.desc b/mixes/mix-phase1-40M/data/train/shard-00012.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00012.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00012.idx b/mixes/mix-phase1-40M/data/train/shard-00012.idx
new file mode 100644
index 0000000000000000000000000000000000000000..122a469d1f5a15609e7697f3eae90e2664ca0720
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00012.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97fd28e35e65be4ee516dd45073357039410973e3e32a927a253327ab5aaa167
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00013.bin b/mixes/mix-phase1-40M/data/train/shard-00013.bin
new file mode 100644
index 0000000000000000000000000000000000000000..f7771ec5a05615d177896913ca644f7bf261abe6
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00013.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0d3e4b902d93c6f70f1976ceedd616bfb975b588371b0ccbbd96c933517667d1
+size 71876290
diff --git a/mixes/mix-phase1-40M/data/train/shard-00013.desc b/mixes/mix-phase1-40M/data/train/shard-00013.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00013.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00013.idx b/mixes/mix-phase1-40M/data/train/shard-00013.idx
new file mode 100644
index 0000000000000000000000000000000000000000..e0b3be3c06ac244cfd1f8e42b2039068ac875c6f
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00013.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bdf6c833f8267e8c8e46337d912863222d4c500c05bcd5666f021f902823b537
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00014.bin b/mixes/mix-phase1-40M/data/train/shard-00014.bin
new file mode 100644
index 0000000000000000000000000000000000000000..310d6e9ec5ab432b4495a15be724770410b55bcf
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00014.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd3f81ec27cede2c2e5952046739e110dd5b98589958c7c738d0132e85c2eac7
+size 71958586
diff --git a/mixes/mix-phase1-40M/data/train/shard-00014.desc b/mixes/mix-phase1-40M/data/train/shard-00014.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00014.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00014.idx b/mixes/mix-phase1-40M/data/train/shard-00014.idx
new file mode 100644
index 0000000000000000000000000000000000000000..727095c7f39d2172a0f769bdc8e42962b2ce3933
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00014.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7912f33d8ae934cbed31ac8adf765ba56204e49aae03ccc24938a7d9fcc69200
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00015.bin b/mixes/mix-phase1-40M/data/train/shard-00015.bin
new file mode 100644
index 0000000000000000000000000000000000000000..390305adf8ab1002f7f21293007c8aed3bf8c9e4
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00015.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:beefe10447aca7267cf84d34d87c136f8d495a8cd3d50364fde2b60fac0c8ff4
+size 71929950
diff --git a/mixes/mix-phase1-40M/data/train/shard-00015.desc b/mixes/mix-phase1-40M/data/train/shard-00015.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00015.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00015.idx b/mixes/mix-phase1-40M/data/train/shard-00015.idx
new file mode 100644
index 0000000000000000000000000000000000000000..2e443ffa855e4cf4dedd29235870c8f35d0090a4
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00015.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4dcf6f8f7ce64acba0df3c295169d03e3d0e4f23c457b40b10027a774fd689c
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00016.bin b/mixes/mix-phase1-40M/data/train/shard-00016.bin
new file mode 100644
index 0000000000000000000000000000000000000000..6e2eef6abbd4e71d181f01066620814addef9b47
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00016.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b153cf22e45ea5b2524fafbe50a0b2de8f58ea7cb1af439b8d49e908645e8012
+size 71951862
diff --git a/mixes/mix-phase1-40M/data/train/shard-00016.desc b/mixes/mix-phase1-40M/data/train/shard-00016.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00016.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00016.idx b/mixes/mix-phase1-40M/data/train/shard-00016.idx
new file mode 100644
index 0000000000000000000000000000000000000000..4c1e78b09d5d9885f4ffa0c354326db2a996ee07
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00016.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61f6b3255c55b547908e2b0e577e37400423c60bf6cff9420ce36d79f26dd058
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00017.bin b/mixes/mix-phase1-40M/data/train/shard-00017.bin
new file mode 100644
index 0000000000000000000000000000000000000000..6950d92ef3298378744fcbb5bc16ddbff1d29b57
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00017.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:35969c01de9ed5d753cb100210f1ad5a26940cd1032fa81564d27df4956deba4
+size 71933052
diff --git a/mixes/mix-phase1-40M/data/train/shard-00017.desc b/mixes/mix-phase1-40M/data/train/shard-00017.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00017.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00017.idx b/mixes/mix-phase1-40M/data/train/shard-00017.idx
new file mode 100644
index 0000000000000000000000000000000000000000..f431da7e4ff72233fc8bfca41264c56b05b26637
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00017.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:942fdca6dc9827bdeef9f88dea1b44315d7de6a37fcf8519c169bb35d04596d8
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00018.bin b/mixes/mix-phase1-40M/data/train/shard-00018.bin
new file mode 100644
index 0000000000000000000000000000000000000000..a3ee93b2f366e2d4fdbe1a2be35ebb9614894774
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00018.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b82b961b1ef6604939d86d391dff6427e28377ba2695d5935cdc9d4db04dbbeb
+size 71883816
diff --git a/mixes/mix-phase1-40M/data/train/shard-00018.desc b/mixes/mix-phase1-40M/data/train/shard-00018.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00018.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00018.idx b/mixes/mix-phase1-40M/data/train/shard-00018.idx
new file mode 100644
index 0000000000000000000000000000000000000000..81832f2cb25639d6038a89e3235cf275cec24485
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00018.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ccdf3ebc7e775f1f54663b45d1b3a8f3c8ea767fd2abab1f415f4d070f60970
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00019.bin b/mixes/mix-phase1-40M/data/train/shard-00019.bin
new file mode 100644
index 0000000000000000000000000000000000000000..63bc6ab501f4884df09ee187b10106c2cd07d656
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00019.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6752b30f402cc3d58ca93d2b4c3b3f2bd12d831d5d203ba2d354b464034c6dc5
+size 71937470
diff --git a/mixes/mix-phase1-40M/data/train/shard-00019.desc b/mixes/mix-phase1-40M/data/train/shard-00019.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00019.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00019.idx b/mixes/mix-phase1-40M/data/train/shard-00019.idx
new file mode 100644
index 0000000000000000000000000000000000000000..c5b33375ef4b882f0203638078347b2a5425a4da
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00019.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7910ccb5c47670b57ee097963e610bb3fe1aa152b6a0a88fbcda8dea4a486887
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00020.bin b/mixes/mix-phase1-40M/data/train/shard-00020.bin
new file mode 100644
index 0000000000000000000000000000000000000000..098c3db941291d8a76d8eab7a4d0947c9b2f6976
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00020.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1aad7798724055ed1de39f8de4021bd018d1ffd61934a2ab58c1e2c300a6a2b5
+size 71912936
diff --git a/mixes/mix-phase1-40M/data/train/shard-00020.desc b/mixes/mix-phase1-40M/data/train/shard-00020.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00020.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00020.idx b/mixes/mix-phase1-40M/data/train/shard-00020.idx
new file mode 100644
index 0000000000000000000000000000000000000000..e544f0a2371e42b2f4abf3d20e1fcad2c9523b1a
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00020.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07f8bfd84b19381668eb61236008f37b6c9f81629d2aac685e6871007d0a576a
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00021.bin b/mixes/mix-phase1-40M/data/train/shard-00021.bin
new file mode 100644
index 0000000000000000000000000000000000000000..09d35641df84ba028c093b9800f473b20ad9fe16
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00021.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05636b1feece0c6111eaa9cf410576917f569e5718f501933cc54aa5926ef218
+size 71938088
diff --git a/mixes/mix-phase1-40M/data/train/shard-00021.desc b/mixes/mix-phase1-40M/data/train/shard-00021.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00021.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00021.idx b/mixes/mix-phase1-40M/data/train/shard-00021.idx
new file mode 100644
index 0000000000000000000000000000000000000000..c2c03a877c0fdab5ccfdfac43fa4e9acc6f4e54c
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00021.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcb44f52937f22c3fd57358563013124541ca33dfee3d25e0fbbb320e41af7db
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00022.bin b/mixes/mix-phase1-40M/data/train/shard-00022.bin
new file mode 100644
index 0000000000000000000000000000000000000000..06952f787be3907e4655472599528f9d4a28c3df
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00022.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:095536ffdd815a5ad91700797724f7592b8a2015d3746ea1bf930318e149500a
+size 71958190
diff --git a/mixes/mix-phase1-40M/data/train/shard-00022.desc b/mixes/mix-phase1-40M/data/train/shard-00022.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00022.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00022.idx b/mixes/mix-phase1-40M/data/train/shard-00022.idx
new file mode 100644
index 0000000000000000000000000000000000000000..7c0a2913fc3e72dcb0449018487fe294e33230c2
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00022.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7f60a8469a8d4c6a57ddfae9598ff6d812ed7bca8fde2556dadfe1fc8dcddef
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00023.bin b/mixes/mix-phase1-40M/data/train/shard-00023.bin
new file mode 100644
index 0000000000000000000000000000000000000000..9bfffb34cb4d51efaa1ac3bf35f907828d407b9c
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00023.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abe0bb92033a0e9bc1737c749eb0bf1e04800752e0734b32a487ba1364770aff
+size 71953878
diff --git a/mixes/mix-phase1-40M/data/train/shard-00023.desc b/mixes/mix-phase1-40M/data/train/shard-00023.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00023.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00023.idx b/mixes/mix-phase1-40M/data/train/shard-00023.idx
new file mode 100644
index 0000000000000000000000000000000000000000..b6988a111316cf5761d090e6ca5d1962283b962d
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00023.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c8c4de3ca035caa5b6be81a02c57430fa5510e99974ebcc54f6df9aec51bfa3
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00024.bin b/mixes/mix-phase1-40M/data/train/shard-00024.bin
new file mode 100644
index 0000000000000000000000000000000000000000..2daa3a98d3e655cf096680674411869ffacd928c
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00024.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d38e3da2f6068cf56787b9219b00793213571a2e10002a6f5f5e656e5e16a004
+size 71916746
diff --git a/mixes/mix-phase1-40M/data/train/shard-00024.desc b/mixes/mix-phase1-40M/data/train/shard-00024.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00024.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00024.idx b/mixes/mix-phase1-40M/data/train/shard-00024.idx
new file mode 100644
index 0000000000000000000000000000000000000000..2e8b4a63fc2c02853fe01d2d8119f680297fa767
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00024.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29f46743317af8c36ede60240c35509a83a4ac9e14e96534bc605bd077ffb26e
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00025.bin b/mixes/mix-phase1-40M/data/train/shard-00025.bin
new file mode 100644
index 0000000000000000000000000000000000000000..c5a6f1845dc42ed79e1e3ba4f80e756d224e0627
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00025.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:453b034a7116e6776adcad50277b3de3a483faef504be0adf6124ee280cd0e80
+size 71955366
diff --git a/mixes/mix-phase1-40M/data/train/shard-00025.desc b/mixes/mix-phase1-40M/data/train/shard-00025.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00025.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00025.idx b/mixes/mix-phase1-40M/data/train/shard-00025.idx
new file mode 100644
index 0000000000000000000000000000000000000000..99f19ffc4bb2d5fc9f0edf49171aaae55e03ba87
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00025.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1616a9f8f1b322c4c9009a2cd5534bdbb250fca1f191fd21c396fcd765576631
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00026.bin b/mixes/mix-phase1-40M/data/train/shard-00026.bin
new file mode 100644
index 0000000000000000000000000000000000000000..0b20019efa7252cff99898f7c85b9b74822c4b11
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00026.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab8c7625974d585fd8ef5b6fd15999e57ebae5ca2495ad5094da1793d2629108
+size 71923478
diff --git a/mixes/mix-phase1-40M/data/train/shard-00026.desc b/mixes/mix-phase1-40M/data/train/shard-00026.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00026.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00026.idx b/mixes/mix-phase1-40M/data/train/shard-00026.idx
new file mode 100644
index 0000000000000000000000000000000000000000..f0dfbd83f6b9ee3cbb01699092df241d25bae949
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00026.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f258aee82bb3f00972075bf4e5ab8b27d67572efc9e8f6f6ed82bdc07d668543
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00027.bin b/mixes/mix-phase1-40M/data/train/shard-00027.bin
new file mode 100644
index 0000000000000000000000000000000000000000..e803e6c9d856955320fcde5effb4b169e8262c41
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00027.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad1f6508b44f237c574ffc19284d520076cd0a9eb351133259abe856f3c13127
+size 71941812
diff --git a/mixes/mix-phase1-40M/data/train/shard-00027.desc b/mixes/mix-phase1-40M/data/train/shard-00027.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00027.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00027.idx b/mixes/mix-phase1-40M/data/train/shard-00027.idx
new file mode 100644
index 0000000000000000000000000000000000000000..268dd25dbc46dd9ef53baca16c9945313b4ec711
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00027.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8aa1399dfba8b8892f85bb3e94a96bdf3250cdc92f82b9c933e64b7d4e9c86de
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00028.bin b/mixes/mix-phase1-40M/data/train/shard-00028.bin
new file mode 100644
index 0000000000000000000000000000000000000000..cc7ec0db19381933a764aed77094dccf82607164
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00028.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:911385ed209ca8a10d50aa88bccf1db3addf8ae499cb1f1b55b702ecec6550f4
+size 71905562
diff --git a/mixes/mix-phase1-40M/data/train/shard-00028.desc b/mixes/mix-phase1-40M/data/train/shard-00028.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00028.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00028.idx b/mixes/mix-phase1-40M/data/train/shard-00028.idx
new file mode 100644
index 0000000000000000000000000000000000000000..700ae502af71ae668118ad78bfed643c34034700
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00028.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:739e27dca4d18f627b663ba2a636607bc100115869db8d7343d395407242da49
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00029.bin b/mixes/mix-phase1-40M/data/train/shard-00029.bin
new file mode 100644
index 0000000000000000000000000000000000000000..0a11e0ccdf438b47337e83ab4d9d0239ceb4c145
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00029.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07174624a2bec21789dccdb954cad7c20f896477c4fcb8f7e2e90a87f5ef88d2
+size 71929176
diff --git a/mixes/mix-phase1-40M/data/train/shard-00029.desc b/mixes/mix-phase1-40M/data/train/shard-00029.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00029.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00029.idx b/mixes/mix-phase1-40M/data/train/shard-00029.idx
new file mode 100644
index 0000000000000000000000000000000000000000..71fe794f758d016341cc151d7ae102519c923e22
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00029.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee9f6a85c2fc05eb7aeb74469ad56ce162ad28d0f00bd6b1e045306892acd432
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00030.bin b/mixes/mix-phase1-40M/data/train/shard-00030.bin
new file mode 100644
index 0000000000000000000000000000000000000000..ccfdb67e6ad14c8d04858b9d5a8089f73b385c30
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00030.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1350059de0b9b5ffb704973cabc95d3d029d2af13fcc9547c5bac7c41d87e1fc
+size 71952974
diff --git a/mixes/mix-phase1-40M/data/train/shard-00030.desc b/mixes/mix-phase1-40M/data/train/shard-00030.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00030.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00030.idx b/mixes/mix-phase1-40M/data/train/shard-00030.idx
new file mode 100644
index 0000000000000000000000000000000000000000..779d32c2bbc3998260b93a0c10c4647ee8697568
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00030.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d8a752f096a747e3ab92a236616eaa8703d93fc205772f04ea9ae3589b366af
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00031.bin b/mixes/mix-phase1-40M/data/train/shard-00031.bin
new file mode 100644
index 0000000000000000000000000000000000000000..d5a138eb9a1cc4aec070ac26004fc4973d76e67d
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00031.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf4495a05f9e726bd9a6e20e00ea0876c48a26c44b051e2fb89495aaa5953575
+size 71920732
diff --git a/mixes/mix-phase1-40M/data/train/shard-00031.desc b/mixes/mix-phase1-40M/data/train/shard-00031.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00031.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00031.idx b/mixes/mix-phase1-40M/data/train/shard-00031.idx
new file mode 100644
index 0000000000000000000000000000000000000000..2aeb67feed3ed038f20030ab7ae25c1477bf9329
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00031.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8183ec4381d901528f25ee4f3fe14b0647328289452783ca6333f3a1d3c56964
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00032.bin b/mixes/mix-phase1-40M/data/train/shard-00032.bin
new file mode 100644
index 0000000000000000000000000000000000000000..7523abec29fe49a5d5909a2838ea15d6baa246eb
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00032.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:030ffa1ab5af0751b4e1f1aa172248c91caff3cc45dfb1ec102cbc25896f7234
+size 71959944
diff --git a/mixes/mix-phase1-40M/data/train/shard-00032.desc b/mixes/mix-phase1-40M/data/train/shard-00032.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00032.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00032.idx b/mixes/mix-phase1-40M/data/train/shard-00032.idx
new file mode 100644
index 0000000000000000000000000000000000000000..0d30b35a41a063f7ef9853b2cf403d0490950e1e
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00032.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:977895064be08ceb8eeabb58c193ac3a29f2c7269b65e85185a7d83ad5c28c0a
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00033.bin b/mixes/mix-phase1-40M/data/train/shard-00033.bin
new file mode 100644
index 0000000000000000000000000000000000000000..a39a5ab06c2345e767d258130d5d0870e57a9f92
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00033.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2701672b23f4551e8bf9624c4063368c0eefce0b69588038df3fe12e41322542
+size 71921084
diff --git a/mixes/mix-phase1-40M/data/train/shard-00033.desc b/mixes/mix-phase1-40M/data/train/shard-00033.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00033.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00033.idx b/mixes/mix-phase1-40M/data/train/shard-00033.idx
new file mode 100644
index 0000000000000000000000000000000000000000..0872bed539bbe9aa81be1badeb0af40023888d08
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00033.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98fdccd6a3a3c2cb686d8ee62fd0dfd1b4123aa258f4e19229b537a445127708
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00034.bin b/mixes/mix-phase1-40M/data/train/shard-00034.bin
new file mode 100644
index 0000000000000000000000000000000000000000..c918af8827e3792b4115f36ea7e9e52b6faa75ab
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00034.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd3c9ab1ee6a815c1d7f63d1ef01891684a8b8514139fb969e5e0bf1f18c18be
+size 71925826
diff --git a/mixes/mix-phase1-40M/data/train/shard-00034.desc b/mixes/mix-phase1-40M/data/train/shard-00034.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00034.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00034.idx b/mixes/mix-phase1-40M/data/train/shard-00034.idx
new file mode 100644
index 0000000000000000000000000000000000000000..2b41d9b7693ec3c998dab5bf2c5191a292233e76
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00034.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:966b692d6cf04d1c03596befc453a024052ab050d3a8573e3a2fba32fe00c0a4
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00035.bin b/mixes/mix-phase1-40M/data/train/shard-00035.bin
new file mode 100644
index 0000000000000000000000000000000000000000..032b201511f2f6dbe94fb57b1a198d48f44f7b69
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00035.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5b15570206b554a6cef694b16f08fe2b2406beaf3f7b6f817cb400d3282dbc47
+size 71943892
diff --git a/mixes/mix-phase1-40M/data/train/shard-00035.desc b/mixes/mix-phase1-40M/data/train/shard-00035.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00035.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00035.idx b/mixes/mix-phase1-40M/data/train/shard-00035.idx
new file mode 100644
index 0000000000000000000000000000000000000000..1fa319ba912f8f54d4ca75d2582b469c5db5c428
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00035.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d315ec49a87da220955b7125c71bdfcb9111dd3dbc1fef551a04a54e217fef26
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00036.bin b/mixes/mix-phase1-40M/data/train/shard-00036.bin
new file mode 100644
index 0000000000000000000000000000000000000000..41455587e792d997b8a68d7f800f151588e9e682
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00036.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1fdf23f69a5a6602ac8a1d9b3e4fbbdc0c3648524b45832b64ba374054bc347
+size 71936140
diff --git a/mixes/mix-phase1-40M/data/train/shard-00036.desc b/mixes/mix-phase1-40M/data/train/shard-00036.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00036.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00036.idx b/mixes/mix-phase1-40M/data/train/shard-00036.idx
new file mode 100644
index 0000000000000000000000000000000000000000..9946f8b25d7bf1840ddbaa6d0fd67719d98525c8
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00036.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:53ce0844d82fa131b92a8d3404cbdf77466ad7d40373fb7f49949a7e425e5124
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00037.bin b/mixes/mix-phase1-40M/data/train/shard-00037.bin
new file mode 100644
index 0000000000000000000000000000000000000000..300f8813dbbc9cb8d7e6d801fe78cd68e371e831
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00037.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:701e0f1489824158c620e0bb2be5b6b8b726a5c01b8cbaae250209b52e0022c5
+size 71937472
diff --git a/mixes/mix-phase1-40M/data/train/shard-00037.desc b/mixes/mix-phase1-40M/data/train/shard-00037.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00037.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00037.idx b/mixes/mix-phase1-40M/data/train/shard-00037.idx
new file mode 100644
index 0000000000000000000000000000000000000000..e31f07db8daf40be2c1a12db3b0a74150772a556
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00037.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a7b26a11cf490c804b724ef5a42bdc8b1ede1f64d9c44fe7e47cdf5363c272eb
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00038.bin b/mixes/mix-phase1-40M/data/train/shard-00038.bin
new file mode 100644
index 0000000000000000000000000000000000000000..7d792a00f97d2da7dab1b767fb1e3287105ac435
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00038.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41719c190a945308f6d1a5e974e0abc68849a207b20d77480650b523c3f80af2
+size 71975628
diff --git a/mixes/mix-phase1-40M/data/train/shard-00038.desc b/mixes/mix-phase1-40M/data/train/shard-00038.desc
new file mode 100644
index 0000000000000000000000000000000000000000..7943280072cf82819fbead5d89bba81fedcab319
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00038.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5407f19365d78c1771a6ad4f99d4d8a177490320bb466de526632dfedc6a62f5
+size 24000000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00038.idx b/mixes/mix-phase1-40M/data/train/shard-00038.idx
new file mode 100644
index 0000000000000000000000000000000000000000..19490b771444cc027fc7a2ae3ecd8bcfedee6a49
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00038.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02cfaa4d9f69f185e14baa3c3dff6c88a3aebf72a8109c6414e54eab8df7f3cf
+size 8000008
diff --git a/mixes/mix-phase1-40M/data/train/shard-00039.bin b/mixes/mix-phase1-40M/data/train/shard-00039.bin
new file mode 100644
index 0000000000000000000000000000000000000000..1c26c53aa37160706e91595be5b23095f97f2e6f
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00039.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99402b678ffeecb930cf78c8e6224ad0a650b7ae0e9d75a7a10e6989b40eebe5
+size 57513544
diff --git a/mixes/mix-phase1-40M/data/train/shard-00039.desc b/mixes/mix-phase1-40M/data/train/shard-00039.desc
new file mode 100644
index 0000000000000000000000000000000000000000..e84f07df9554b0b9f6d7806dc485533bedad4192
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00039.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9c374cd69612e8c8e7f2b98d032d973b214aac478c1cc144aed689875738bb01
+size 19200000
diff --git a/mixes/mix-phase1-40M/data/train/shard-00039.idx b/mixes/mix-phase1-40M/data/train/shard-00039.idx
new file mode 100644
index 0000000000000000000000000000000000000000..8fdc2063010f33161d58d20049e3f9558763ca10
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/train/shard-00039.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c8c75a9c0eb5baec66ac68051cef3d5b3625826544de47bfca2a118b4812a53
+size 6400008
diff --git a/mixes/mix-phase1-40M/data/val/shard-00000.bin b/mixes/mix-phase1-40M/data/val/shard-00000.bin
new file mode 100644
index 0000000000000000000000000000000000000000..fbdda54e4d273664fed5a95d455bcf3dbf69fd99
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/val/shard-00000.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:81b170b1859f3c88c58520416f6ff16aee6955a8340250ace448d77772ec7829
+size 14384542
diff --git a/mixes/mix-phase1-40M/data/val/shard-00000.desc b/mixes/mix-phase1-40M/data/val/shard-00000.desc
new file mode 100644
index 0000000000000000000000000000000000000000..f9d815a450905d8fcba9e74272635a4d0da567be
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/val/shard-00000.desc
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89e2f76938dca91bd573e5de9fbd76ece4783c27a96c4ebd9e7de2359e44a8f1
+size 4800000
diff --git a/mixes/mix-phase1-40M/data/val/shard-00000.idx b/mixes/mix-phase1-40M/data/val/shard-00000.idx
new file mode 100644
index 0000000000000000000000000000000000000000..24f4a44137c1619cd9a178b7d80381ba58f9e405
--- /dev/null
+++ b/mixes/mix-phase1-40M/data/val/shard-00000.idx
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0e3d95391905d243cf0d3218df70c43bfd95cf6bbd77e5de48bf78a7ace7981
+size 1600008