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Create stage3_9T_11T.yaml

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  1. stage3_9T_11T.yaml +617 -0
stage3_9T_11T.yaml ADDED
@@ -0,0 +1,617 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ checkpoints:
2
+ checkpoint_interval: 2000
3
+ checkpoints_path: /scratch/loubna-checkpoints-stage2
4
+ checkpoints_path_is_shared_file_system: false
5
+ load_lr_scheduler: true
6
+ load_optimizer: true
7
+ resume_checkpoint_path: s3://smollm3/tp-fix-final-pre-training/loubna-2105-decay
8
+ save_final_state: true
9
+ save_initial_state: false
10
+ data_stages:
11
+ - data:
12
+ dataset:
13
+ dataset_read_path:
14
+ - /scratch/smollm3-data-part1/fineweb-edu
15
+ - /scratch/smollm3-data-part1/dclm
16
+ - /scratch/smollm3-data-part1/pes2o
17
+ - /scratch/smollm3-data-part1/wiki
18
+ - /scratch/smollm3-data-part1/stackexchange
19
+ - /scratch/smollm3-data-part1/fw2-fra
20
+ - /scratch/smollm3-data-part1/fw2-spa
21
+ - /scratch/smollm3-data-part1/fw2-deu
22
+ - /scratch/smollm3-data-part1/fw2-ita
23
+ - /scratch/smollm3-data-part1/fw2-por
24
+ - /scratch/smollm3-data-part1/fw2-cmn
25
+ - /scratch/smollm3-data-part1/fw2-rus
26
+ - /scratch/smollm3-data-part1/fw2-fas
27
+ - /scratch/smollm3-data-part1/fw2-jpn
28
+ - /scratch/smollm3-data-part1/fw2-kor
29
+ - /scratch/smollm3-data-part1/fw2-hin
30
+ - /scratch/smollm3-data-part1/fw2-tha
31
+ - /scratch/smollm3-data-part1/fw2-vie
32
+ - /scratch/smollm3-data-part1/fw2-ell
33
+ - /scratch/smollm3-data-part1/infiwebmath
34
+ - /scratch/smollm3-data-part1/finemath
35
+ - /scratch/smollm3-data-part1/stack-edu-Python
36
+ - /scratch/smollm3-data-part1/stack-edu-Java
37
+ - /scratch/smollm3-data-part1/stack-edu-JavaScript
38
+ - /scratch/smollm3-data-part1/stack-edu-C
39
+ - /scratch/smollm3-data-part1/stack-edu-Cpp
40
+ - /scratch/smollm3-data-part1/stack-edu-C-Sharp
41
+ - /scratch/smollm3-data-part1/stack-edu-PHP
42
+ - /scratch/smollm3-data-part1/stack-edu-TypeScript
43
+ - /scratch/smollm3-data-part1/stack-edu-Swift
44
+ - /scratch/smollm3-data-part1/stack-edu-SQL
45
+ - /scratch/smollm3-data-part1/stack-edu-Ruby
46
+ - /scratch/smollm3-data-part1/stack-edu-Markdown
47
+ - /scratch/smollm3-data-part1/stack-edu-HTML
48
+ - /scratch/smollm3-data-part1/stack-edu-Rust
49
+ - /scratch/smollm3-data-part1/stack-edu-Go
50
+ - /scratch/smollm3-data-part1/stack-edu-Shell
51
+ - /scratch/smollm3-data-part1/pull-requests
52
+ - /scratch/smollm3-data-part1/kaggle
53
+ - /scratch/smollm3-data-part1/jupyter-scripts
54
+ - /scratch/smollm3-data-part1/github-issues
55
+ dataset_folder:
56
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/fineweb-edu/fineweb-edu/
57
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/dclm/dclm/
58
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pes2o/
59
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/wiki/
60
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stackexchange/
61
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fra/
62
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-spa/
63
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-deu/
64
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ita/
65
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-por/
66
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-cmn/
67
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-rus/
68
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fas/
69
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-jpn/
70
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-kor/
71
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-hin/
72
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-tha/
73
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-vie/
74
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ell/
75
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/infiwebmath/
76
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/finemath/
77
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Python/
78
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Java/
79
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-JavaScript/
80
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-C/
81
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Cpp/
82
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-C-Sharp/
83
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-PHP/
84
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-TypeScript/
85
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Swift/
86
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-SQL/
87
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Ruby/
88
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Markdown/
89
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-HTML/
90
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Rust/
91
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Go/
92
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Shell/
93
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pull-requests/
94
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/kaggle/
95
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/jupyter-scripts/
96
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/github-issues/
97
+ dataset_weights:
98
+ - 0.333
99
+ - 0.37
100
+ - 0.02
101
+ - 0.001
102
+ - 0.004
103
+ - 0.016
104
+ - 0.02
105
+ - 0.022
106
+ - 0.0105
107
+ - 0.01
108
+ - 0.01
109
+ - 0.01
110
+ - 0.003
111
+ - 0.00325
112
+ - 0.00325
113
+ - 0.00325
114
+ - 0.00325
115
+ - 0.00325
116
+ - 0.00225
117
+ - 0.01
118
+ - 0.017
119
+ - 0.025
120
+ - 0.013
121
+ - 0.013
122
+ - 0.007
123
+ - 0.018
124
+ - 0.006
125
+ - 0.006
126
+ - 0.003
127
+ - 0.001
128
+ - 0.004
129
+ - 0.0008
130
+ - 0.005
131
+ - 0.006
132
+ - 0.0008
133
+ - 0.0005
134
+ - 0.0007
135
+ - 0.006
136
+ - 0.0005
137
+ - 0.0055
138
+ - 0.0032
139
+ pad_samples_to_global_batch_size: false
140
+ return_positions: true
141
+ token_size_in_bytes: 4
142
+ tokenizer_name: meta-llama/Llama-3.2-1B
143
+ use_old_brrr_dataloader: false
144
+ vocab_size: 128256
145
+ num_loading_workers: 0
146
+ seed: 6
147
+ name: stable
148
+ start_training_step: 1
149
+ - data:
150
+ dataset:
151
+ dataset_read_path: # replace some programming languages with stack-edu-real, add finemath4+ and infiwebmath4+ and MegaMath, donwsample some sources like SE
152
+ - /scratch/smollm3-data-part1/fineweb-edu
153
+ - /scratch/smollm3-data-part1/dclm
154
+ - /scratch/smollm3-data-part1/pes2o
155
+ - /scratch/smollm3-data-part1/wiki
156
+ - /scratch/smollm3-data-part1/stackexchange
157
+ - /scratch/smollm3-data-part1/fw2-fra
158
+ - /scratch/smollm3-data-part1/fw2-spa
159
+ - /scratch/smollm3-data-part1/fw2-deu
160
+ - /scratch/smollm3-data-part1/fw2-ita
161
+ - /scratch/smollm3-data-part1/fw2-por
162
+ - /scratch/smollm3-data-part1/fw2-cmn
163
+ - /scratch/smollm3-data-part1/fw2-rus
164
+ - /scratch/smollm3-data-part1/fw2-fas
165
+ - /scratch/smollm3-data-part1/fw2-jpn
166
+ - /scratch/smollm3-data-part1/fw2-kor
167
+ - /scratch/smollm3-data-part1/fw2-hin
168
+ - /scratch/smollm3-data-part1/fw2-tha
169
+ - /scratch/smollm3-data-part1/fw2-vie
170
+ - /scratch/smollm3-data-part1/fw2-ell
171
+ - /scratch/smollm3-data-part1/infiwebmath
172
+ - /scratch/smollm3-data-part1/finemath
173
+ - /scratch/smollm3-data-part1/infiwebmath-4plus
174
+ - /scratch/smollm3-data-part1/finemath-4plus
175
+ - /scratch/smollm3-data-part1/megamath-web-pro
176
+ - /scratch/smollm3-data-part1/megamath-qa-qwen
177
+ - /scratch/smollm3-data-part1/megamath-text-code-block
178
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Python
179
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Java
180
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-JavaScript
181
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-C
182
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Cpp
183
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-C-Sharp
184
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-PHP
185
+ - /scratch/smollm3-data-part1/stack-edu-TypeScript
186
+ - /scratch/smollm3-data-part1/stack-edu-Swift
187
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-SQL
188
+ - /scratch/smollm3-data-part1/stack-edu-Ruby
189
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Markdown
190
+ - /scratch/smollm3-data-part1/stack-edu-HTML
191
+ - /scratch/smollm3-data-part1/stack-edu-Rust
192
+ - /scratch/smollm3-data-part1/stack-edu-Go
193
+ - /scratch/smollm3-data-part1/stack-edu-Shell
194
+ - /scratch/smollm3-data-part1/pull-requests
195
+ - /scratch/smollm3-data-part1/kaggle
196
+ - /scratch/smollm3-data-part1/jupyter-scripts
197
+ - /scratch/smollm3-data-part1/github-issues
198
+ dataset_folder:
199
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/fineweb-edu/fineweb-edu/
200
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/dclm/dclm/
201
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pes2o/
202
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/wiki/
203
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stackexchange/
204
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fra/
205
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-spa/
206
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-deu/
207
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ita/
208
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-por/
209
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-cmn/
210
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-rus/
211
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fas/
212
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-jpn/
213
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-kor/
214
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-hin/
215
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-tha/
216
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-vie/
217
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ell/
218
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/infiwebmath/
219
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/finemath/
220
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/infiwebmath-4plus/
221
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/finemath-4plus/
222
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-web-pro/standard/
223
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-qa-qwen/standard/
224
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-text-code-block/tokenized/
225
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Python/
226
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Java/
227
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-JavaScript/
228
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-C/
229
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Cpp/
230
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-C-Sharp/
231
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-PHP/
232
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-TypeScript/
233
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Swift/
234
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-SQL/
235
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Ruby/
236
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Markdown/
237
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-HTML/
238
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Rust/
239
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Go/
240
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-Shell/
241
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pull-requests/
242
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/kaggle/
243
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/jupyter-scripts/
244
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/github-issues/
245
+ dataset_weights:
246
+ - 0.30
247
+ - 0.33
248
+ - 0.016
249
+ - 0.001
250
+ - 0.002
251
+ - 0.016
252
+ - 0.02
253
+ - 0.0232
254
+ - 0.0105
255
+ - 0.01
256
+ - 0.01
257
+ - 0.01
258
+ - 0.002
259
+ - 0.00325
260
+ - 0.00325
261
+ - 0.00325
262
+ - 0.00325
263
+ - 0.00005 # downsample viet, too many epochs
264
+ - 0.00225
265
+ - 0.01 # update infiwebmath3+
266
+ - 0.01 # update finemath3+
267
+ - 0.01 # add infiwebmath4+
268
+ - 0.02 # add finemath4+
269
+ - 0.02 # add MegamathWeb-Pro
270
+ - 0.0008 # MegaMathQA-Qwen
271
+ - 0.02 # add MegaMath-Text-Code
272
+ - 0.025 # add stack-edu-real-shuffled-Python
273
+ - 0.01725 # Java
274
+ - 0.01625 # JS
275
+ - 0.007 # C
276
+ - 0.018 # add stack-edu-real-shuffled-Cpp
277
+ - 0.006 # C#
278
+ - 0.004 # PHP
279
+ - 0.003 # TS
280
+ - 0.001 # Swift
281
+ - 0.006 # SQL
282
+ - 0.0002 # Ruby
283
+ - 0.00611 # Md
284
+ - 0.00614 # HTML
285
+ - 0.0008 # Rust
286
+ - 0.0005 # Go
287
+ - 0.0001 # Shell
288
+ - 0.0114 # PRs
289
+ - 0.0005 # kaggle
290
+ - 0.01 # notebooks
291
+ - 0.004 # issues
292
+ pad_samples_to_global_batch_size: false
293
+ return_positions: true
294
+ token_size_in_bytes: 4
295
+ tokenizer_name: meta-llama/Llama-3.2-1B
296
+ use_old_brrr_dataloader: false
297
+ vocab_size: 128256
298
+ num_loading_workers: 0
299
+ seed: 6
300
+ name: stable stage 2
301
+ start_training_step: 3450001
302
+ - data:
303
+ dataset:
304
+ dataset_read_path: # replace some programming languages with stack-edu-real, add finemath4+ and infiwebmath4+ and MegaMath, donwsample some sources like SE
305
+ - /scratch/smollm3-data-part1/fineweb-edu
306
+ - /scratch/smollm3-data-part1/dclm
307
+ - /scratch/smollm3-data-part1/pes2o
308
+ - /scratch/smollm3-data-part1/wiki
309
+ - /scratch/smollm3-data-part1/multilingual_wiki
310
+ - /scratch/smollm3-data-part1/cosmopedia2
311
+ - /scratch/smollm3-data-part1/stackexchange
312
+ - /scratch/smollm3-data-part1/fw2-fra
313
+ - /scratch/smollm3-data-part1/fw2-spa
314
+ - /scratch/smollm3-data-part1/fw2-deu
315
+ - /scratch/smollm3-data-part1/fw2-ita
316
+ - /scratch/smollm3-data-part1/fw2-por
317
+ - /scratch/smollm3-data-part1/fw2-cmn
318
+ - /scratch/smollm3-data-part1/fw2-rus
319
+ - /scratch/smollm3-data-part1/fw2-fas
320
+ - /scratch/smollm3-data-part1/fw2-jpn
321
+ - /scratch/smollm3-data-part1/fw2-kor
322
+ - /scratch/smollm3-data-part1/fw2-hin
323
+ - /scratch/smollm3-data-part1/fw2-tha
324
+ - /scratch/smollm3-data-part1/fw2-vie
325
+ - /scratch/smollm3-data-part1/fw2-ell
326
+ - /scratch/smollm3-data-part1/infiwebmath
327
+ - /scratch/smollm3-data-part1/finemath
328
+ - /scratch/smollm3-data-part1/infiwebmath-4plus
329
+ - /scratch/smollm3-data-part1/finemath-4plus
330
+ - /scratch/smollm3-data-part1/megamath-web-pro
331
+ - /scratch/smollm3-data-part1/megamath-qa-qwen
332
+ - /scratch/smollm3-data-part1/megamath-text-code-block
333
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Python
334
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Java
335
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-JavaScript
336
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-C
337
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Cpp
338
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-C-Sharp
339
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-PHP
340
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-TypeScript
341
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Swift
342
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-SQL
343
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Ruby
344
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Markdown
345
+ - /scratch/smollm3-data-part1/stack-edu-HTML
346
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Rust
347
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Go
348
+ - /scratch/smollm3-data-part1/stack-edu-real-shuffled-Shell
349
+ - /scratch/smollm3-data-part1/pull-requests
350
+ - /scratch/smollm3-data-part1/kaggle
351
+ - /scratch/smollm3-data-part1/jupyter-scripts
352
+ - /scratch/smollm3-data-part1/github-issues
353
+ - /scratch/smollm3-data-part1/openmathinstruct-2
354
+ - /scratch/smollm3-data-part1/openmathreasoning-4k
355
+ - /scratch/smollm3-data-part1/open-codereasoning-4k
356
+ - /scratch/smollm3-data-part1/natural_reasoning
357
+ - /scratch/smollm3-data-part1/tiny-gsm-mind-problem-solving
358
+ - /scratch/smollm3-data-part1/tiny-gsm-mind-2students
359
+ - /scratch/smollm3-data-part1/dolmino_math_synth_gsm_gsm8k
360
+ - /scratch/smollm3-data-part1/dolmino_math_synth_basic
361
+ dataset_folder:
362
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/fineweb-edu/fineweb-edu/
363
+ - s3://smollm3/datasets/llama_tokenized-global-chunks/dclm/dclm/
364
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pes2o/
365
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/wiki/
366
+ - s3://smollm3/datasets/llama_tokenized_4097/mwiki/standard
367
+ - s3://smollm3/datasets/llama_tokenized_4097/cosmopedia2/tokenized/
368
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stackexchange/
369
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fra/
370
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-spa/
371
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-deu/
372
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ita/
373
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-por/
374
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-cmn/
375
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-rus/
376
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-fas/
377
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-jpn/
378
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-kor/
379
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-hin/
380
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-tha/
381
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-vie/
382
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/fw2-ell/
383
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/infiwebmath/
384
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/finemath/
385
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/infiwebmath-4plus/
386
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/finemath-4plus/
387
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-web-pro/standard/
388
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-qa-qwen/standard/
389
+ - s3://smollm3/datasets/llama_tokenized_4097/megamath-text-code-block/tokenized/
390
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Python/
391
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Java/
392
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-JavaScript/
393
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-C/
394
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Cpp/
395
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-C-Sharp/
396
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-PHP/
397
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-TypeScript/
398
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Swift/
399
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-SQL/
400
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Ruby/
401
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Markdown/
402
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-HTML/
403
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Rust/
404
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Go/
405
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/stack-edu-real-shuffled-Shell/
406
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/pull-requests/
407
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/kaggle/
408
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/jupyter-scripts/
409
+ - s3://smollm3/datasets/llama_tokenized-individual-chunks/github-issues/
410
+ - s3://smollm3/datasets/llama_tokenized_4097/openmathinstruct-2/standard/
411
+ - s3://smollm3/datasets/llama_tokenized_4097/openmathreasoning-4k/tokenized/
412
+ - s3://smollm3/datasets/llama_tokenized_4097/opencodereasoning-4k-fix/standard/
413
+ - s3://smollm3/datasets/llama_tokenized_4097/natural_reasoning_fix/standard/
414
+ - s3://smollm3/datasets/llama_tokenized_4097/problem-solving/standard/
415
+ - s3://smollm3/datasets/llama_tokenized_4097/2students/standard/
416
+ - s3://smollm3/datasets/llama_tokenized_4097/dolmino_math_synth_gsm_gsm8k/standard/
417
+ - s3://smollm3/datasets/llama_tokenized_4097/dolmino_math_synth/standard/
418
+ dataset_weights:
419
+ - 0.2
420
+ - 0.3
421
+ - 0.002 #pes2o
422
+ - 0.0002 # Wiki
423
+ - 0.008 # mwiki
424
+ - 0.004 # cosmopedia
425
+ - 0.001 # SE
426
+ - 0.018
427
+ - 0.022
428
+ - 0.023
429
+ - 0.0125
430
+ - 0.0045
431
+ - 0.01
432
+ - 0.01
433
+ - 0.009
434
+ - 0.0032
435
+ - 0.0032
436
+ - 0.0032
437
+ - 0.0032
438
+ - 0.00005 # downsample viet, too many epochs
439
+ - 0.0022
440
+ - 0.002 # update infiwebmath3+
441
+ - 0.002 # update finemath3+
442
+ - 0.02 # add infiwebmath4+
443
+ - 0.025 # add finemath4+
444
+ - 0.014 # add MegamathWeb-Pro
445
+ - 0.002 # MegaMathQA-Qwen
446
+ - 0.05 # add MegaMath-Text-Code
447
+ - 0.07 # add stack-edu-real-shuffled-Python
448
+ - 0.018 # Java
449
+ - 0.018 # JS
450
+ - 0.008 # C
451
+ - 0.044 # add stack-edu-real-shuffled-Cpp
452
+ - 0.006 # C# Edu
453
+ - 0.006 # PHP
454
+ - 0.003 # TS
455
+ - 0.002 # Swift
456
+ - 0.013 # SQL
457
+ - 0.001 # Ruby
458
+ - 0.005 # Md
459
+ - 0.0102 # HTML
460
+ - 0.001 # Rust
461
+ - 0.0005 # Go
462
+ - 0.006 # Shell
463
+ - 0.005 # PRs
464
+ - 0.0006 # kaggle
465
+ - 0.012 # notebooks
466
+ - 0.004 # issues
467
+ - 0.005 # OpenMathInstruct
468
+ - 0.005 # OpenMathReasoning
469
+ - 0.0005 # OpenCodeReasoning
470
+ - 0.001 # Natural reasoning
471
+ - 0.003 # Olmo Problem solving
472
+ - 0.003 # Olmo two students
473
+ - 0.0004 # Dolmino synth math gsm8k
474
+ - 0.0002 # Dolmino synth math
475
+ pad_samples_to_global_batch_size: false
476
+ return_positions: true
477
+ token_size_in_bytes: 4
478
+ tokenizer_name: meta-llama/Llama-3.2-1B
479
+ use_old_brrr_dataloader: false
480
+ vocab_size: 128256
481
+ num_loading_workers: 0
482
+ seed: 6
483
+ name: decay stage
484
+ start_training_step: 4198001
485
+ general:
486
+ benchmark_csv_path: null
487
+ consumed_train_samples: null
488
+ ignore_sanity_checks: true
489
+ project: smollm3-3B-final
490
+ run: loubna-48n-2105-decay
491
+ seed: 6
492
+ step: null
493
+ logging:
494
+ iteration_step_info_interval: 1
495
+ log_level: info
496
+ log_level_replica: info
497
+ model:
498
+ ddp_bucket_cap_mb: 50
499
+ dtype: bfloat16
500
+ init_method:
501
+ std: 0.02
502
+ make_vocab_size_divisible_by: 1
503
+ model_config:
504
+ _attn_implementation: flash_attention_2
505
+ _fused_rms_norm: true
506
+ _fused_rotary_emb: true
507
+ _use_doc_masking: true
508
+ _use_qkv_packed: true
509
+ attention_bias: false
510
+ bos_token_id: 128000
511
+ eos_token_id: 128001
512
+ flex_attention_mask: null
513
+ hidden_act: silu
514
+ hidden_size: 2048
515
+ initializer_range: 0.02
516
+ intermediate_size: 11008
517
+ is_qwen2_config: true
518
+ max_position_embeddings: 4096
519
+ moe_config: null
520
+ num_attention_heads: 16
521
+ num_hidden_layers: 36
522
+ num_key_value_heads: 4
523
+ pad_token_id: null
524
+ pretraining_tp: 2
525
+ rms_norm_eps: 1.0e-06
526
+ rope_interleaved: false
527
+ rope_scaling: null
528
+ rope_theta: 50000.0
529
+ sliding_window_size: null
530
+ tie_word_embeddings: true
531
+ use_cache: true
532
+ vocab_size: 128256
533
+ z_loss_coefficient: 1.0e-05
534
+ z_loss_enabled: false
535
+ no_rope_layer: 4
536
+ optimizer:
537
+ accumulate_grad_in_fp32: true
538
+ clip_grad: 1.0
539
+ learning_rate_scheduler:
540
+ learning_rate: 0.0002
541
+ lr_decay_starting_step: 4198001
542
+ lr_decay_steps: 522000
543
+ lr_decay_style: linear
544
+ lr_warmup_steps: 2000
545
+ lr_warmup_style: linear
546
+ min_decay_lr: 0
547
+ optimizer_factory:
548
+ adam_beta1: 0.9
549
+ adam_beta2: 0.95
550
+ adam_eps: 1.0e-08
551
+ name: adamW
552
+ torch_adam_is_fused: true
553
+ weight_decay: 0.1
554
+ weight_decay_exclude_named_params:
555
+ - .*token_embedding.*
556
+ zero_stage: 0
557
+ parallelism:
558
+ context_parallel_size: 1
559
+ dp: 192
560
+ expert_parallel_size: 1
561
+ moe_layer_recompute: false
562
+ pp: 1
563
+ pp_engine: 1f1b
564
+ recompute_layer: false
565
+ tp: 2
566
+ tp_linear_async_communication: true
567
+ tp_mode: REDUCE_SCATTER
568
+ tp_recompute_allgather: true
569
+ profiler: null
570
+ s3_upload:
571
+ remove_after_upload: true
572
+ s5cmd_concurrency: 5
573
+ s5cmd_numworkers: 16
574
+ s5cmd_path: /fsx/loubna/.venv-2-6-cu124/bin/s5cmd
575
+ upload_s3_path: s3://smollm3/tp-fix-final-pre-training/loubna-2105-decay
576
+ tokenizer:
577
+ tokenizer_max_length: 4096
578
+ tokenizer_name_or_path: meta-llama/Llama-3.2-1B
579
+ tokenizer_revision: null
580
+ metrics_logging:
581
+ log_level: 1
582
+ log_detail_interval: 200
583
+ tokens:
584
+ batch_accumulation_per_replica: 1
585
+ limit_test_batches: 0
586
+ limit_val_batches: 0
587
+ micro_batch_size: 3
588
+ sequence_length: 4096
589
+ train_steps: 4720000
590
+ val_check_interval: 100
591
+ lighteval:
592
+ slurm_script_dir: "/fsx/loubna/projects_v2/smollm3/nanotron/ablations/eval_results/launch-config" # Default path for launch scripts
593
+ logs_path: "/fsx/loubna/projects_v2/smollm3/nanotron/ablations/eval_results/logs" # Default path for evaluation logs
594
+ local_checkpoint_dir: "/fsx/loubna/projects_v2/smollm3/nanotron/ablations/evals-ckpt" # Default path for temporary checkpoint storage. Will store under {local_checkpoint_dir}/{run_name}/{step}
595
+ nanotron_path: "/fsx/loubna/projects_v2/smollm3/nanotron"
596
+ output_dir: "/fsx/loubna/projects_v2/smollm3/nanotron/ablations/eval_results/results"
597
+ s3_save_path: "s3://smollm3/eval-prod"
598
+ upload_to_wandb: true
599
+ wandb_project: smollm3-3B-evals
600
+ wandb_entity: huggingface
601
+ parallelism:
602
+ dp: 4
603
+ pp: 1
604
+ tp: 2
605
+ tp_linear_async_communication: true
606
+ batch_size: 8 # Optional batch size for evaluation
607
+ eval_config_override: "/fsx/loubna/projects_v2/smollm3/nanotron/ablations/eval_configs/smollm3_eval.yaml" # The evaluation config file to use
608
+ eval_interval: 6000
609
+ eval_interval_file: null
610
+ slurm:
611
+ gpus_per_node: 8
612
+ partition: "hopper-prod"
613
+ hf_cache: "/fsx/loubna/.cache/huggingface"
614
+ cpus_per_task: 88
615
+ qos: "normal"
616
+ time: "01:59:00"
617
+ reservation: smollm # Optional reservation name, can be null