Azrail commited on
Commit
0847f04
·
verified ·
1 Parent(s): 9eaac0f

Training in progress, step 1000, checkpoint

Browse files
last-checkpoint/config.json ADDED
@@ -0,0 +1,48 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "SmalLmForCausalLM"
4
+ ],
5
+ "attention_bias": false,
6
+ "attention_dropout": 0.1,
7
+ "balancing_coef": 0.0001,
8
+ "bos_token_id": 1,
9
+ "embedding_dropout": 0.0,
10
+ "eos_token_id": 0,
11
+ "expert_size": 576,
12
+ "gate_noise": false,
13
+ "head_size": 64,
14
+ "hidden_size": 960,
15
+ "high_rotations": 32,
16
+ "initializer_range": 0.02,
17
+ "intermediate_size": 2560,
18
+ "layer_dropout": 0.1,
19
+ "low_rotations": 1,
20
+ "max_seq_len": 1024,
21
+ "mlp_bias": false,
22
+ "model_type": "smallm",
23
+ "moe_bias": false,
24
+ "moe_period": 2,
25
+ "no_moe_layers": 10,
26
+ "noisy_experts": false,
27
+ "num_attention_heads": 15,
28
+ "num_hidden_layers": 30,
29
+ "num_kv_heads": 5,
30
+ "original_seq_len": 1024,
31
+ "pad_token_id": 0,
32
+ "positional_bias_type": "rope",
33
+ "rms_affine": false,
34
+ "rms_norm_eps": 1e-06,
35
+ "rope_base": 100000,
36
+ "routed_experts": 8,
37
+ "shared_experts": 1,
38
+ "sliding_window_attention": true,
39
+ "sliding_window_context": 1024,
40
+ "sliding_window_period": 4,
41
+ "static_residual": false,
42
+ "token_experts": 3,
43
+ "torch_dtype": "float32",
44
+ "transformers_version": "4.50.3",
45
+ "use_cache": true,
46
+ "use_moe": false,
47
+ "vocab_size": 60000
48
+ }
last-checkpoint/generation_config.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "_from_model_config": true,
3
+ "bos_token_id": 1,
4
+ "eos_token_id": 0,
5
+ "pad_token_id": 0,
6
+ "transformers_version": "4.50.3"
7
+ }
last-checkpoint/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e55222741868110a7178067a82e687d4d08f53b3fb267b8ff795cd2a7d0ac9a6
3
+ size 1410301944
last-checkpoint/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:807c37fe7a39ccde522e11f1ac8c2b945aa3d558fa9ef9e8463fee95772950e4
3
+ size 2820185786
last-checkpoint/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5dbc5c949fe22618458235ba3bcce92f8b8993595d1ef5161e2e318f297e8671
3
+ size 14244
last-checkpoint/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d87f7c310f0898821b6ff4df72f4a89fa1b6524a2882b9e3b83cf721a3763459
3
+ size 1064
last-checkpoint/special_tokens_map.json ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<|beginoftext|>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "eos_token": {
10
+ "content": "<|endoftext|>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "pad_token": {
17
+ "content": "<|endoftext|>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ }
23
+ }
last-checkpoint/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
last-checkpoint/tokenizer_config.json ADDED
@@ -0,0 +1,115 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<|endoftext|>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<|beginoftext|>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "<|reserved_token_1|>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<|reserved_token_2|>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "4": {
36
+ "content": "<|reserved_token_3|>",
37
+ "lstrip": false,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ },
43
+ "5": {
44
+ "content": "<|reserved_token_4|>",
45
+ "lstrip": false,
46
+ "normalized": false,
47
+ "rstrip": false,
48
+ "single_word": false,
49
+ "special": true
50
+ },
51
+ "6": {
52
+ "content": "<|reserved_token_5|>",
53
+ "lstrip": false,
54
+ "normalized": false,
55
+ "rstrip": false,
56
+ "single_word": false,
57
+ "special": true
58
+ },
59
+ "7": {
60
+ "content": "<|reserved_token_6|>",
61
+ "lstrip": false,
62
+ "normalized": false,
63
+ "rstrip": false,
64
+ "single_word": false,
65
+ "special": true
66
+ },
67
+ "8": {
68
+ "content": "<|reserved_token_7|>",
69
+ "lstrip": false,
70
+ "normalized": false,
71
+ "rstrip": false,
72
+ "single_word": false,
73
+ "special": true
74
+ },
75
+ "9": {
76
+ "content": "<|reserved_token_8|>",
77
+ "lstrip": false,
78
+ "normalized": false,
79
+ "rstrip": false,
80
+ "single_word": false,
81
+ "special": true
82
+ },
83
+ "10": {
84
+ "content": "<|reserved_token_9|>",
85
+ "lstrip": false,
86
+ "normalized": false,
87
+ "rstrip": false,
88
+ "single_word": false,
89
+ "special": true
90
+ },
91
+ "11": {
92
+ "content": "<|reserved_token_10|>",
93
+ "lstrip": false,
94
+ "normalized": false,
95
+ "rstrip": false,
96
+ "single_word": false,
97
+ "special": true
98
+ },
99
+ "12": {
100
+ "content": "<|reserved_token_11|>",
101
+ "lstrip": false,
102
+ "normalized": false,
103
+ "rstrip": false,
104
+ "single_word": false,
105
+ "special": true
106
+ }
107
+ },
108
+ "bos_token": "<|beginoftext|>",
109
+ "clean_up_tokenization_spaces": false,
110
+ "eos_token": "<|endoftext|>",
111
+ "extra_special_tokens": {},
112
+ "model_max_length": 1000000000000000019884624838656,
113
+ "pad_token": "<|endoftext|>",
114
+ "tokenizer_class": "PreTrainedTokenizer"
115
+ }
last-checkpoint/trainer_state.json ADDED
@@ -0,0 +1,212 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": null,
3
+ "best_metric": null,
4
+ "best_model_checkpoint": null,
5
+ "epoch": 0.009540050323765458,
6
+ "eval_steps": 500,
7
+ "global_step": 1000,
8
+ "is_hyper_param_search": false,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.00047700251618827287,
14
+ "grad_norm": 0.7297705411911011,
15
+ "learning_rate": 0.0001,
16
+ "loss": 9.0134,
17
+ "num_input_tokens_seen": 26214400,
18
+ "step": 50
19
+ },
20
+ {
21
+ "epoch": 0.0009540050323765457,
22
+ "grad_norm": 0.9636281132698059,
23
+ "learning_rate": 0.0002,
24
+ "loss": 7.1965,
25
+ "num_input_tokens_seen": 52419296,
26
+ "step": 100
27
+ },
28
+ {
29
+ "epoch": 0.0014310075485648188,
30
+ "grad_norm": 0.538168728351593,
31
+ "learning_rate": 0.0003,
32
+ "loss": 6.2716,
33
+ "num_input_tokens_seen": 78626240,
34
+ "step": 150
35
+ },
36
+ {
37
+ "epoch": 0.0019080100647530915,
38
+ "grad_norm": 0.9969781041145325,
39
+ "learning_rate": 0.0004,
40
+ "loss": 5.6452,
41
+ "num_input_tokens_seen": 104833632,
42
+ "step": 200
43
+ },
44
+ {
45
+ "epoch": 0.0023850125809413646,
46
+ "grad_norm": 0.8100546002388,
47
+ "learning_rate": 0.0005,
48
+ "loss": 5.2224,
49
+ "num_input_tokens_seen": 131047584,
50
+ "step": 250
51
+ },
52
+ {
53
+ "epoch": 0.0028620150971296375,
54
+ "grad_norm": 0.4632050693035126,
55
+ "learning_rate": 0.0006,
56
+ "loss": 4.8733,
57
+ "num_input_tokens_seen": 157260544,
58
+ "step": 300
59
+ },
60
+ {
61
+ "epoch": 0.0033390176133179105,
62
+ "grad_norm": 2.2721216678619385,
63
+ "learning_rate": 0.0007,
64
+ "loss": 4.5928,
65
+ "num_input_tokens_seen": 183472896,
66
+ "step": 350
67
+ },
68
+ {
69
+ "epoch": 0.003816020129506183,
70
+ "grad_norm": 0.244660422205925,
71
+ "learning_rate": 0.0008,
72
+ "loss": 4.4136,
73
+ "num_input_tokens_seen": 209685664,
74
+ "step": 400
75
+ },
76
+ {
77
+ "epoch": 0.004293022645694456,
78
+ "grad_norm": 0.3138381540775299,
79
+ "learning_rate": 0.0009000000000000001,
80
+ "loss": 4.0552,
81
+ "num_input_tokens_seen": 235896448,
82
+ "step": 450
83
+ },
84
+ {
85
+ "epoch": 0.004770025161882729,
86
+ "grad_norm": 0.27429279685020447,
87
+ "learning_rate": 0.001,
88
+ "loss": 3.8584,
89
+ "num_input_tokens_seen": 262104320,
90
+ "step": 500
91
+ },
92
+ {
93
+ "epoch": 0.004770025161882729,
94
+ "eval_loss": 3.676422357559204,
95
+ "eval_runtime": 80.6607,
96
+ "eval_samples_per_second": 61.988,
97
+ "eval_steps_per_second": 15.497,
98
+ "num_input_tokens_seen": 262104320,
99
+ "step": 500
100
+ },
101
+ {
102
+ "epoch": 0.005247027678071002,
103
+ "grad_norm": 0.20896735787391663,
104
+ "learning_rate": 0.001,
105
+ "loss": 3.6992,
106
+ "num_input_tokens_seen": 288318720,
107
+ "step": 550
108
+ },
109
+ {
110
+ "epoch": 0.005724030194259275,
111
+ "grad_norm": 0.1993994414806366,
112
+ "learning_rate": 0.001,
113
+ "loss": 3.5839,
114
+ "num_input_tokens_seen": 314519904,
115
+ "step": 600
116
+ },
117
+ {
118
+ "epoch": 0.0062010327104475476,
119
+ "grad_norm": 0.21841953694820404,
120
+ "learning_rate": 0.001,
121
+ "loss": 3.472,
122
+ "num_input_tokens_seen": 340725984,
123
+ "step": 650
124
+ },
125
+ {
126
+ "epoch": 0.006678035226635821,
127
+ "grad_norm": 0.17900177836418152,
128
+ "learning_rate": 0.001,
129
+ "loss": 3.3972,
130
+ "num_input_tokens_seen": 366937216,
131
+ "step": 700
132
+ },
133
+ {
134
+ "epoch": 0.007155037742824093,
135
+ "grad_norm": 0.1761142611503601,
136
+ "learning_rate": 0.001,
137
+ "loss": 3.3383,
138
+ "num_input_tokens_seen": 393150592,
139
+ "step": 750
140
+ },
141
+ {
142
+ "epoch": 0.007632040259012366,
143
+ "grad_norm": 0.19628353416919708,
144
+ "learning_rate": 0.001,
145
+ "loss": 3.2933,
146
+ "num_input_tokens_seen": 419364992,
147
+ "step": 800
148
+ },
149
+ {
150
+ "epoch": 0.008109042775200638,
151
+ "grad_norm": 0.18105614185333252,
152
+ "learning_rate": 0.001,
153
+ "loss": 3.2451,
154
+ "num_input_tokens_seen": 445578432,
155
+ "step": 850
156
+ },
157
+ {
158
+ "epoch": 0.008586045291388912,
159
+ "grad_norm": 0.15662750601768494,
160
+ "learning_rate": 0.001,
161
+ "loss": 3.2089,
162
+ "num_input_tokens_seen": 471790144,
163
+ "step": 900
164
+ },
165
+ {
166
+ "epoch": 0.009063047807577185,
167
+ "grad_norm": 0.16136744618415833,
168
+ "learning_rate": 0.001,
169
+ "loss": 3.1683,
170
+ "num_input_tokens_seen": 498004544,
171
+ "step": 950
172
+ },
173
+ {
174
+ "epoch": 0.009540050323765458,
175
+ "grad_norm": 0.16362419724464417,
176
+ "learning_rate": 0.001,
177
+ "loss": 3.1457,
178
+ "num_input_tokens_seen": 524218944,
179
+ "step": 1000
180
+ },
181
+ {
182
+ "epoch": 0.009540050323765458,
183
+ "eval_loss": 3.0411295890808105,
184
+ "eval_runtime": 80.4796,
185
+ "eval_samples_per_second": 62.128,
186
+ "eval_steps_per_second": 15.532,
187
+ "num_input_tokens_seen": 524218944,
188
+ "step": 1000
189
+ }
190
+ ],
191
+ "logging_steps": 50,
192
+ "max_steps": 70000,
193
+ "num_input_tokens_seen": 524218944,
194
+ "num_train_epochs": 1,
195
+ "save_steps": 1000,
196
+ "stateful_callbacks": {
197
+ "TrainerControl": {
198
+ "args": {
199
+ "should_epoch_stop": false,
200
+ "should_evaluate": false,
201
+ "should_log": false,
202
+ "should_save": true,
203
+ "should_training_stop": false
204
+ },
205
+ "attributes": {}
206
+ }
207
+ },
208
+ "total_flos": 9.277719133446144e+17,
209
+ "train_batch_size": 32,
210
+ "trial_name": null,
211
+ "trial_params": null
212
+ }
last-checkpoint/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f10f259b6c564b291bae58bd100079895e4b771948be7bd645c7d55385933964
3
+ size 6008