fpadovani commited on
Commit
9bdab16
·
verified ·
1 Parent(s): ca49052

Training in progress, step 16000, checkpoint

Browse files
checkpoint-16000/config.json CHANGED
@@ -1,32 +1,28 @@
1
  {
2
- "activation_function": "gelu_new",
3
  "architectures": [
4
- "GPT2LMHeadModel"
5
  ],
6
- "attn_pdrop": 0.1,
7
  "bos_token_id": 0,
8
- "embd_pdrop": 0.1,
9
  "eos_token_id": 1,
 
 
 
10
  "initializer_range": 0.02,
11
- "layer_norm_epsilon": 1e-05,
12
- "model_type": "gpt2",
13
- "n_ctx": 512,
14
- "n_embd": 256,
15
- "n_head": 8,
16
- "n_inner": 2048,
17
- "n_layer": 8,
18
- "n_positions": 512,
19
- "reorder_and_upcast_attn": false,
20
- "resid_pdrop": 0.1,
21
- "scale_attn_by_inverse_layer_idx": false,
22
- "scale_attn_weights": true,
23
- "summary_activation": null,
24
- "summary_first_dropout": 0.1,
25
- "summary_proj_to_labels": true,
26
- "summary_type": "cls_index",
27
- "summary_use_proj": true,
28
  "torch_dtype": "float32",
29
  "transformers_version": "4.45.2",
 
30
  "use_cache": true,
31
  "vocab_size": 8192
32
  }
 
1
  {
 
2
  "architectures": [
3
+ "RobertaForMaskedLM"
4
  ],
5
+ "attention_probs_dropout_prob": 0.1,
6
  "bos_token_id": 0,
7
+ "classifier_dropout": null,
8
  "eos_token_id": 1,
9
+ "hidden_act": "gelu",
10
+ "hidden_dropout_prob": 0.1,
11
+ "hidden_size": 256,
12
  "initializer_range": 0.02,
13
+ "intermediate_size": 2048,
14
+ "layer_norm_eps": 1e-05,
15
+ "mask_token_id": 4,
16
+ "max_position_embeddings": 512,
17
+ "model_type": "roberta",
18
+ "num_attention_heads": 8,
19
+ "num_hidden_layers": 8,
20
+ "pad_token_id": 1,
21
+ "position_embedding_type": "absolute",
22
+ "tie_word_embeddings": false,
 
 
 
 
 
 
 
23
  "torch_dtype": "float32",
24
  "transformers_version": "4.45.2",
25
+ "type_vocab_size": 2,
26
  "use_cache": true,
27
  "vocab_size": 8192
28
  }
checkpoint-16000/model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:66b9270a9c271de128dab4ab392cf0a0a72b4364fdd133aee672601f80b7727b
3
- size 51007160
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b86a888ce556e927cecd70d0c0c6cd73945853d0f8e374d366b09a79a9ee7172
3
+ size 59702184
checkpoint-16000/optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:8110803393f15aea85c7b9285bd1a7425f44dc196d860bc93d180d081a7656b0
3
- size 102078202
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8aca916d10b2235ec4df3eb5b1d2b7a39111ec459f99a37fb669c0c45f8a6c93
3
+ size 119488058
checkpoint-16000/rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:e0d3f7e59908df1c9bfd571f359300ddd4a5d2abcc216bdb2cc5c06d3a54abed
3
  size 14308
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4bc630e94b9b77bd6dbafc7d0c5b9b6a4cc279f4f198af019ce4e42ee3d65b6f
3
  size 14308
checkpoint-16000/scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:f1d534a2bb9aa7e14d4f8fd025f70bb885236f8e21c6db210bf254630b820270
3
  size 1000
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7dfc79831662655dd3701d6df6add51f8f84419512d3bd4b5eff7ae9aca63025
3
  size 1000
checkpoint-16000/special_tokens_map.json CHANGED
@@ -23,7 +23,13 @@
23
  "rstrip": false,
24
  "single_word": false
25
  },
26
- "pad_token": "</s>",
 
 
 
 
 
 
27
  "unk_token": {
28
  "content": "<unk>",
29
  "lstrip": false,
 
23
  "rstrip": false,
24
  "single_word": false
25
  },
26
+ "pad_token": {
27
+ "content": "<pad>",
28
+ "lstrip": false,
29
+ "normalized": false,
30
+ "rstrip": false,
31
+ "single_word": false
32
+ },
33
  "unk_token": {
34
  "content": "<unk>",
35
  "lstrip": false,
checkpoint-16000/tokenizer_config.json CHANGED
@@ -57,7 +57,7 @@
57
  "eos_token": "</s>",
58
  "mask_token": "<mask>",
59
  "model_max_length": 128,
60
- "pad_token": "</s>",
61
  "tokenizer_class": "PreTrainedTokenizerFast",
62
  "unk_token": "<unk>"
63
  }
 
57
  "eos_token": "</s>",
58
  "mask_token": "<mask>",
59
  "model_max_length": 128,
60
+ "pad_token": "<pad>",
61
  "tokenizer_class": "PreTrainedTokenizerFast",
62
  "unk_token": "<unk>"
63
  }
checkpoint-16000/trainer_state.json CHANGED
@@ -1,6 +1,6 @@
1
  {
2
- "best_metric": 4.552372932434082,
3
- "best_model_checkpoint": "/home/p318482/babyLM_controlled/models_trained_last/de_clm/de_childes_30/checkpoint-16000",
4
  "epoch": 12.016522718738265,
5
  "eval_steps": 2000,
6
  "global_step": 16000,
@@ -10,94 +10,94 @@
10
  "log_history": [
11
  {
12
  "epoch": 1.5020653398422832,
13
- "eval_loss": 7.09099817276001,
14
- "eval_runtime": 3.7115,
15
- "eval_samples_per_second": 894.522,
16
- "eval_steps_per_second": 56.042,
17
  "step": 2000
18
  },
19
  {
20
  "epoch": 3.0041306796845664,
21
- "grad_norm": 1.3897417783737183,
22
  "learning_rate": 1e-05,
23
- "loss": 6.9957,
24
  "step": 4000
25
  },
26
  {
27
  "epoch": 3.0041306796845664,
28
- "eval_loss": 5.826653003692627,
29
- "eval_runtime": 3.7561,
30
- "eval_samples_per_second": 883.906,
31
- "eval_steps_per_second": 55.377,
32
  "step": 4000
33
  },
34
  {
35
  "epoch": 4.50619601952685,
36
- "eval_loss": 5.465098857879639,
37
- "eval_runtime": 3.8583,
38
- "eval_samples_per_second": 860.484,
39
- "eval_steps_per_second": 53.91,
40
  "step": 6000
41
  },
42
  {
43
  "epoch": 6.008261359369133,
44
- "grad_norm": 2.3630881309509277,
45
  "learning_rate": 2e-05,
46
- "loss": 5.213,
47
  "step": 8000
48
  },
49
  {
50
  "epoch": 6.008261359369133,
51
- "eval_loss": 5.171680927276611,
52
- "eval_runtime": 3.928,
53
- "eval_samples_per_second": 845.218,
54
- "eval_steps_per_second": 52.953,
55
  "step": 8000
56
  },
57
  {
58
  "epoch": 7.510326699211416,
59
- "eval_loss": 4.959029197692871,
60
- "eval_runtime": 3.8954,
61
- "eval_samples_per_second": 852.288,
62
- "eval_steps_per_second": 53.396,
63
  "step": 10000
64
  },
65
  {
66
  "epoch": 9.0123920390537,
67
- "grad_norm": 2.578948736190796,
68
- "learning_rate": 2.9995e-05,
69
- "loss": 4.7279,
70
  "step": 12000
71
  },
72
  {
73
  "epoch": 9.0123920390537,
74
- "eval_loss": 4.791839599609375,
75
- "eval_runtime": 3.7027,
76
- "eval_samples_per_second": 896.638,
77
- "eval_steps_per_second": 56.175,
78
  "step": 12000
79
  },
80
  {
81
  "epoch": 10.514457378895981,
82
- "eval_loss": 4.660107612609863,
83
- "eval_runtime": 3.7788,
84
- "eval_samples_per_second": 878.594,
85
- "eval_steps_per_second": 55.044,
86
  "step": 14000
87
  },
88
  {
89
  "epoch": 12.016522718738265,
90
- "grad_norm": 2.3461837768554688,
91
- "learning_rate": 3.999e-05,
92
- "loss": 4.4214,
93
  "step": 16000
94
  },
95
  {
96
  "epoch": 12.016522718738265,
97
- "eval_loss": 4.552372932434082,
98
- "eval_runtime": 3.7928,
99
- "eval_samples_per_second": 875.332,
100
- "eval_steps_per_second": 54.84,
101
  "step": 16000
102
  }
103
  ],
@@ -118,7 +118,7 @@
118
  "attributes": {}
119
  }
120
  },
121
- "total_flos": 4136284440231936.0,
122
  "train_batch_size": 16,
123
  "trial_name": null,
124
  "trial_params": null
 
1
  {
2
+ "best_metric": 5.878941535949707,
3
+ "best_model_checkpoint": "/home/p318482/babyLM_controlled/models_trained_last/de_mlm/de_childes_30/checkpoint-16000",
4
  "epoch": 12.016522718738265,
5
  "eval_steps": 2000,
6
  "global_step": 16000,
 
10
  "log_history": [
11
  {
12
  "epoch": 1.5020653398422832,
13
+ "eval_loss": 7.472109317779541,
14
+ "eval_runtime": 2.5707,
15
+ "eval_samples_per_second": 1291.498,
16
+ "eval_steps_per_second": 80.913,
17
  "step": 2000
18
  },
19
  {
20
  "epoch": 3.0041306796845664,
21
+ "grad_norm": 0.9529591798782349,
22
  "learning_rate": 1e-05,
23
+ "loss": 7.3851,
24
  "step": 4000
25
  },
26
  {
27
  "epoch": 3.0041306796845664,
28
+ "eval_loss": 6.4175896644592285,
29
+ "eval_runtime": 2.5761,
30
+ "eval_samples_per_second": 1288.76,
31
+ "eval_steps_per_second": 80.742,
32
  "step": 4000
33
  },
34
  {
35
  "epoch": 4.50619601952685,
36
+ "eval_loss": 6.3026041984558105,
37
+ "eval_runtime": 2.5876,
38
+ "eval_samples_per_second": 1283.023,
39
+ "eval_steps_per_second": 80.382,
40
  "step": 6000
41
  },
42
  {
43
  "epoch": 6.008261359369133,
44
+ "grad_norm": 1.5569523572921753,
45
  "learning_rate": 2e-05,
46
+ "loss": 6.0706,
47
  "step": 8000
48
  },
49
  {
50
  "epoch": 6.008261359369133,
51
+ "eval_loss": 6.200850486755371,
52
+ "eval_runtime": 2.6505,
53
+ "eval_samples_per_second": 1252.599,
54
+ "eval_steps_per_second": 78.476,
55
  "step": 8000
56
  },
57
  {
58
  "epoch": 7.510326699211416,
59
+ "eval_loss": 6.105844497680664,
60
+ "eval_runtime": 2.5888,
61
+ "eval_samples_per_second": 1282.425,
62
+ "eval_steps_per_second": 80.345,
63
  "step": 10000
64
  },
65
  {
66
  "epoch": 9.0123920390537,
67
+ "grad_norm": 2.3049111366271973,
68
+ "learning_rate": 3e-05,
69
+ "loss": 5.8733,
70
  "step": 12000
71
  },
72
  {
73
  "epoch": 9.0123920390537,
74
+ "eval_loss": 6.0330352783203125,
75
+ "eval_runtime": 2.5874,
76
+ "eval_samples_per_second": 1283.132,
77
+ "eval_steps_per_second": 80.389,
78
  "step": 12000
79
  },
80
  {
81
  "epoch": 10.514457378895981,
82
+ "eval_loss": 5.968105792999268,
83
+ "eval_runtime": 2.6066,
84
+ "eval_samples_per_second": 1273.702,
85
+ "eval_steps_per_second": 79.798,
86
  "step": 14000
87
  },
88
  {
89
  "epoch": 12.016522718738265,
90
+ "grad_norm": 2.316237688064575,
91
+ "learning_rate": 4e-05,
92
+ "loss": 5.723,
93
  "step": 16000
94
  },
95
  {
96
  "epoch": 12.016522718738265,
97
+ "eval_loss": 5.878941535949707,
98
+ "eval_runtime": 2.5723,
99
+ "eval_samples_per_second": 1290.696,
100
+ "eval_steps_per_second": 80.863,
101
  "step": 16000
102
  }
103
  ],
 
118
  "attributes": {}
119
  }
120
  },
121
+ "total_flos": 4990051068936192.0,
122
  "train_batch_size": 16,
123
  "trial_name": null,
124
  "trial_params": null
checkpoint-16000/training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2a77d647bb2e817d836b30fa0c2702de6364acb70c98f3c308390594352b8543
3
  size 5368
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:85c0376b96bb4265cfb8870438af9d2475993e8b13e1915bca24764e62e88d20
3
  size 5368