Commit
·
112b964
1
Parent(s):
9a3a0a6
Adding model checkpoints and config files
Browse filesThis view is limited to 50 files because it contains too many changes.
See raw diff
- checkpoint-0/config.json +38 -0
- checkpoint-0/pytorch_model.bin +3 -0
- checkpoint-0/special_tokens_map.json +1 -0
- checkpoint-0/tokenizer_config.json +1 -0
- checkpoint-0/training_args.bin +3 -0
- checkpoint-100/config.json +38 -0
- checkpoint-100/optimizer.pt +3 -0
- checkpoint-100/pytorch_model.bin +3 -0
- checkpoint-100/rng_state.pth +3 -0
- checkpoint-100/scaler.pt +3 -0
- checkpoint-100/scheduler.pt +3 -0
- checkpoint-100/special_tokens_map.json +1 -0
- checkpoint-100/tokenizer_config.json +1 -0
- checkpoint-100/trainer_state.json +34 -0
- checkpoint-100/training_args.bin +3 -0
- checkpoint-1000/config.json +38 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/pytorch_model.bin +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scaler.pt +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/special_tokens_map.json +1 -0
- checkpoint-1000/tokenizer_config.json +1 -0
- checkpoint-1000/trainer_state.json +158 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-1100/config.json +38 -0
- checkpoint-1100/optimizer.pt +3 -0
- checkpoint-1100/pytorch_model.bin +3 -0
- checkpoint-1100/rng_state.pth +3 -0
- checkpoint-1100/scaler.pt +3 -0
- checkpoint-1100/scheduler.pt +3 -0
- checkpoint-1100/special_tokens_map.json +1 -0
- checkpoint-1100/tokenizer_config.json +1 -0
- checkpoint-1100/trainer_state.json +170 -0
- checkpoint-1100/training_args.bin +3 -0
- checkpoint-1200/config.json +38 -0
- checkpoint-1200/optimizer.pt +3 -0
- checkpoint-1200/pytorch_model.bin +3 -0
- checkpoint-1200/rng_state.pth +3 -0
- checkpoint-1200/scaler.pt +3 -0
- checkpoint-1200/scheduler.pt +3 -0
- checkpoint-1200/special_tokens_map.json +1 -0
- checkpoint-1200/tokenizer_config.json +1 -0
- checkpoint-1200/trainer_state.json +182 -0
- checkpoint-1200/training_args.bin +3 -0
- checkpoint-200/config.json +38 -0
- checkpoint-200/optimizer.pt +3 -0
- checkpoint-200/pytorch_model.bin +3 -0
- checkpoint-200/rng_state.pth +3 -0
- checkpoint-200/scaler.pt +3 -0
checkpoint-0/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-0/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e4c95839b2badd36d756ee7d82ab6270d8f29b298d076567c36c4da227dfe352
|
3 |
+
size 540327017
|
checkpoint-0/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
checkpoint-0/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"tokenizer_class": "PassthroughTokenizer"}
|
checkpoint-0/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce5ee64ec673c5915c725d59ab09d5567c896e983bbaa61ee563d03df6350d2f
|
3 |
+
size 3183
|
checkpoint-100/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-100/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fc739429c528fd605ae4ced7759636a9f803147f16903ea462bda910a4c05901
|
3 |
+
size 1055464817
|
checkpoint-100/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:31aab2a1f697209424858a3dae8d5f27b1bf74ea42f8e9d7ce4f7ce029ba6c1b
|
3 |
+
size 540327017
|
checkpoint-100/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c88c7f81683e9c433c27ca5798046c1a73abcb05f9124581b35a060a57da7ddb
|
3 |
+
size 14567
|
checkpoint-100/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:13a3423b2fe42f204bc8fe2c666ff379f9fd753a0f13613064a5e71e86b519e8
|
3 |
+
size 559
|
checkpoint-100/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:75e9b9d31d11c624d89b0c04ad496adf4b5addd3e703848d2583972c703e8da6
|
3 |
+
size 623
|
checkpoint-100/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
checkpoint-100/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"tokenizer_class": "PassthroughTokenizer"}
|
checkpoint-100/trainer_state.json
ADDED
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 3.013333333333333,
|
5 |
+
"global_step": 100,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.0,
|
12 |
+
"learning_rate": 4.9999999999999996e-06,
|
13 |
+
"loss": 11.0688,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.02,
|
18 |
+
"learning_rate": 0.00025,
|
19 |
+
"loss": 8.3635,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 3.01,
|
24 |
+
"learning_rate": 0.0005,
|
25 |
+
"loss": 6.4596,
|
26 |
+
"step": 100
|
27 |
+
}
|
28 |
+
],
|
29 |
+
"max_steps": 1200,
|
30 |
+
"num_train_epochs": 9223372036854775807,
|
31 |
+
"total_flos": 2.7083964284928e+16,
|
32 |
+
"trial_name": null,
|
33 |
+
"trial_params": null
|
34 |
+
}
|
checkpoint-100/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce5ee64ec673c5915c725d59ab09d5567c896e983bbaa61ee563d03df6350d2f
|
3 |
+
size 3183
|
checkpoint-1000/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-1000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f7e4d3ae8b97ce671dd779cb46001aeabf21d652f1788c423ae838cd616cd90c
|
3 |
+
size 1055465009
|
checkpoint-1000/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e6a9d5ef39e00bb16f938f37fa013561bf784cfc9470dd8e2998eaa4f075fdd4
|
3 |
+
size 540327017
|
checkpoint-1000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3f621d01abc43f169114be8707d674141dc4877a4ce21b6eaa66ebbe555399b1
|
3 |
+
size 14567
|
checkpoint-1000/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f810fc7b695697c440d8985f6042b4ba23a9e1027604c265718b518ca29f1b2b
|
3 |
+
size 559
|
checkpoint-1000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0691206f4bd9ca409d6e7104087a4e0eb05df8f8f555a400f6ecc532edba52d8
|
3 |
+
size 623
|
checkpoint-1000/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
checkpoint-1000/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"tokenizer_class": "PassthroughTokenizer"}
|
checkpoint-1000/trainer_state.json
ADDED
@@ -0,0 +1,158 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 35.016666666666666,
|
5 |
+
"global_step": 1000,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.0,
|
12 |
+
"learning_rate": 4.9999999999999996e-06,
|
13 |
+
"loss": 11.0688,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.02,
|
18 |
+
"learning_rate": 0.00025,
|
19 |
+
"loss": 8.3635,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 3.01,
|
24 |
+
"learning_rate": 0.0005,
|
25 |
+
"loss": 6.4596,
|
26 |
+
"step": 100
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 5.01,
|
30 |
+
"learning_rate": 0.0005833333333333333,
|
31 |
+
"loss": 5.8337,
|
32 |
+
"step": 150
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 7.0,
|
36 |
+
"learning_rate": 0.0005555555555555556,
|
37 |
+
"loss": 5.4472,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 8.02,
|
42 |
+
"learning_rate": 0.0005277777777777777,
|
43 |
+
"loss": 5.1974,
|
44 |
+
"step": 250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 10.02,
|
48 |
+
"learning_rate": 0.0005,
|
49 |
+
"loss": 5.1091,
|
50 |
+
"step": 300
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 12.01,
|
54 |
+
"learning_rate": 0.00047222222222222224,
|
55 |
+
"loss": 4.9724,
|
56 |
+
"step": 350
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 14.01,
|
60 |
+
"learning_rate": 0.00044444444444444436,
|
61 |
+
"loss": 4.8054,
|
62 |
+
"step": 400
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 16.0,
|
66 |
+
"learning_rate": 0.00041666666666666664,
|
67 |
+
"loss": 4.5929,
|
68 |
+
"step": 450
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 17.02,
|
72 |
+
"learning_rate": 0.00038888888888888887,
|
73 |
+
"loss": 4.3775,
|
74 |
+
"step": 500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 19.02,
|
78 |
+
"learning_rate": 0.0003611111111111111,
|
79 |
+
"loss": 4.2825,
|
80 |
+
"step": 550
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 21.01,
|
84 |
+
"learning_rate": 0.0003333333333333333,
|
85 |
+
"loss": 4.1618,
|
86 |
+
"step": 600
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 23.0,
|
90 |
+
"learning_rate": 0.00030555555555555555,
|
91 |
+
"loss": 4.0581,
|
92 |
+
"step": 650
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 24.02,
|
96 |
+
"learning_rate": 0.0002777777777777778,
|
97 |
+
"loss": 3.9257,
|
98 |
+
"step": 700
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 26.02,
|
102 |
+
"learning_rate": 0.00025,
|
103 |
+
"loss": 3.8778,
|
104 |
+
"step": 750
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 28.01,
|
108 |
+
"learning_rate": 0.00022222222222222218,
|
109 |
+
"loss": 3.8028,
|
110 |
+
"step": 800
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 30.01,
|
114 |
+
"learning_rate": 0.00019444444444444443,
|
115 |
+
"loss": 3.7326,
|
116 |
+
"step": 850
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 32.0,
|
120 |
+
"learning_rate": 0.00016666666666666666,
|
121 |
+
"loss": 3.6708,
|
122 |
+
"step": 900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 33.02,
|
126 |
+
"learning_rate": 0.0001388888888888889,
|
127 |
+
"loss": 3.5837,
|
128 |
+
"step": 950
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 35.02,
|
132 |
+
"learning_rate": 0.00011111111111111109,
|
133 |
+
"loss": 3.5664,
|
134 |
+
"step": 1000
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 35.02,
|
138 |
+
"eval_loss": 4.406866073608398,
|
139 |
+
"eval_runtime": 1.7783,
|
140 |
+
"eval_samples_per_second": 52.296,
|
141 |
+
"eval_steps_per_second": 3.374,
|
142 |
+
"step": 1000
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 35.02,
|
146 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_loss": 4.406866073608398,
|
147 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_ppl": 82.01204064414016,
|
148 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_runtime": 1.7783,
|
149 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_samples_per_second": 52.296,
|
150 |
+
"step": 1000
|
151 |
+
}
|
152 |
+
],
|
153 |
+
"max_steps": 1200,
|
154 |
+
"num_train_epochs": 9223372036854775807,
|
155 |
+
"total_flos": 2.7138574319616e+17,
|
156 |
+
"trial_name": null,
|
157 |
+
"trial_params": null
|
158 |
+
}
|
checkpoint-1000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce5ee64ec673c5915c725d59ab09d5567c896e983bbaa61ee563d03df6350d2f
|
3 |
+
size 3183
|
checkpoint-1100/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-1100/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9c4496933175c764e1f1f926aa2c37770d2fa8171c23e72b872e3219067c8241
|
3 |
+
size 1055465009
|
checkpoint-1100/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:db99190cd2c58fe85d05733a780dc0910516d5d914a65acea83894370e0f2570
|
3 |
+
size 540327017
|
checkpoint-1100/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:628aea9ba8b273e3febbd2bdddc8bc1372302c6f70d3aa4baeef5350db491caa
|
3 |
+
size 14567
|
checkpoint-1100/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9fb16c30b686aa43e110b0d33f9d46bf3127b7124542ca8dc34831233d4675a0
|
3 |
+
size 559
|
checkpoint-1100/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4f1b7713e4bb40428f29080b7d08d4a52f779ac863737861e4724292b2cf6c59
|
3 |
+
size 623
|
checkpoint-1100/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
checkpoint-1100/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"tokenizer_class": "PassthroughTokenizer"}
|
checkpoint-1100/trainer_state.json
ADDED
@@ -0,0 +1,170 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 39.00666666666667,
|
5 |
+
"global_step": 1100,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.0,
|
12 |
+
"learning_rate": 4.9999999999999996e-06,
|
13 |
+
"loss": 11.0688,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.02,
|
18 |
+
"learning_rate": 0.00025,
|
19 |
+
"loss": 8.3635,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 3.01,
|
24 |
+
"learning_rate": 0.0005,
|
25 |
+
"loss": 6.4596,
|
26 |
+
"step": 100
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 5.01,
|
30 |
+
"learning_rate": 0.0005833333333333333,
|
31 |
+
"loss": 5.8337,
|
32 |
+
"step": 150
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 7.0,
|
36 |
+
"learning_rate": 0.0005555555555555556,
|
37 |
+
"loss": 5.4472,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 8.02,
|
42 |
+
"learning_rate": 0.0005277777777777777,
|
43 |
+
"loss": 5.1974,
|
44 |
+
"step": 250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 10.02,
|
48 |
+
"learning_rate": 0.0005,
|
49 |
+
"loss": 5.1091,
|
50 |
+
"step": 300
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 12.01,
|
54 |
+
"learning_rate": 0.00047222222222222224,
|
55 |
+
"loss": 4.9724,
|
56 |
+
"step": 350
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 14.01,
|
60 |
+
"learning_rate": 0.00044444444444444436,
|
61 |
+
"loss": 4.8054,
|
62 |
+
"step": 400
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 16.0,
|
66 |
+
"learning_rate": 0.00041666666666666664,
|
67 |
+
"loss": 4.5929,
|
68 |
+
"step": 450
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 17.02,
|
72 |
+
"learning_rate": 0.00038888888888888887,
|
73 |
+
"loss": 4.3775,
|
74 |
+
"step": 500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 19.02,
|
78 |
+
"learning_rate": 0.0003611111111111111,
|
79 |
+
"loss": 4.2825,
|
80 |
+
"step": 550
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 21.01,
|
84 |
+
"learning_rate": 0.0003333333333333333,
|
85 |
+
"loss": 4.1618,
|
86 |
+
"step": 600
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 23.0,
|
90 |
+
"learning_rate": 0.00030555555555555555,
|
91 |
+
"loss": 4.0581,
|
92 |
+
"step": 650
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 24.02,
|
96 |
+
"learning_rate": 0.0002777777777777778,
|
97 |
+
"loss": 3.9257,
|
98 |
+
"step": 700
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 26.02,
|
102 |
+
"learning_rate": 0.00025,
|
103 |
+
"loss": 3.8778,
|
104 |
+
"step": 750
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 28.01,
|
108 |
+
"learning_rate": 0.00022222222222222218,
|
109 |
+
"loss": 3.8028,
|
110 |
+
"step": 800
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 30.01,
|
114 |
+
"learning_rate": 0.00019444444444444443,
|
115 |
+
"loss": 3.7326,
|
116 |
+
"step": 850
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 32.0,
|
120 |
+
"learning_rate": 0.00016666666666666666,
|
121 |
+
"loss": 3.6708,
|
122 |
+
"step": 900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 33.02,
|
126 |
+
"learning_rate": 0.0001388888888888889,
|
127 |
+
"loss": 3.5837,
|
128 |
+
"step": 950
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 35.02,
|
132 |
+
"learning_rate": 0.00011111111111111109,
|
133 |
+
"loss": 3.5664,
|
134 |
+
"step": 1000
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 35.02,
|
138 |
+
"eval_loss": 4.406866073608398,
|
139 |
+
"eval_runtime": 1.7783,
|
140 |
+
"eval_samples_per_second": 52.296,
|
141 |
+
"eval_steps_per_second": 3.374,
|
142 |
+
"step": 1000
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 35.02,
|
146 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_loss": 4.406866073608398,
|
147 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_ppl": 82.01204064414016,
|
148 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_runtime": 1.7783,
|
149 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_samples_per_second": 52.296,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 37.01,
|
154 |
+
"learning_rate": 8.333333333333333e-05,
|
155 |
+
"loss": 3.5206,
|
156 |
+
"step": 1050
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 39.01,
|
160 |
+
"learning_rate": 5.5555555555555545e-05,
|
161 |
+
"loss": 3.4829,
|
162 |
+
"step": 1100
|
163 |
+
}
|
164 |
+
],
|
165 |
+
"max_steps": 1200,
|
166 |
+
"num_train_epochs": 9223372036854775807,
|
167 |
+
"total_flos": 2.98578927550464e+17,
|
168 |
+
"trial_name": null,
|
169 |
+
"trial_params": null
|
170 |
+
}
|
checkpoint-1100/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce5ee64ec673c5915c725d59ab09d5567c896e983bbaa61ee563d03df6350d2f
|
3 |
+
size 3183
|
checkpoint-1200/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-1200/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:16cfb7f789608e9b07e387c4b768348fcb4708cf397a2d738c866d82b83557d2
|
3 |
+
size 1055465009
|
checkpoint-1200/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8f345259117a274fb2b1f9c61c5d386fa21d63ba4029129bae3eb685e538f3c8
|
3 |
+
size 540327017
|
checkpoint-1200/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:8617129b0ccf2ca19e176281c8972e0d5a2f73be01748074d3419442b844194e
|
3 |
+
size 14567
|
checkpoint-1200/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:19c7277eaca0850ae3e9b6790b3d002d820169cce0671185e672c28c8ae8e056
|
3 |
+
size 559
|
checkpoint-1200/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:935a8fb09a6e9698d9894853b05e181b3f56098deaaecddde08e55f06bf000c4
|
3 |
+
size 623
|
checkpoint-1200/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{}
|
checkpoint-1200/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"tokenizer_class": "PassthroughTokenizer"}
|
checkpoint-1200/trainer_state.json
ADDED
@@ -0,0 +1,182 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 42.02,
|
5 |
+
"global_step": 1200,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.0,
|
12 |
+
"learning_rate": 4.9999999999999996e-06,
|
13 |
+
"loss": 11.0688,
|
14 |
+
"step": 1
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.02,
|
18 |
+
"learning_rate": 0.00025,
|
19 |
+
"loss": 8.3635,
|
20 |
+
"step": 50
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 3.01,
|
24 |
+
"learning_rate": 0.0005,
|
25 |
+
"loss": 6.4596,
|
26 |
+
"step": 100
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 5.01,
|
30 |
+
"learning_rate": 0.0005833333333333333,
|
31 |
+
"loss": 5.8337,
|
32 |
+
"step": 150
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 7.0,
|
36 |
+
"learning_rate": 0.0005555555555555556,
|
37 |
+
"loss": 5.4472,
|
38 |
+
"step": 200
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 8.02,
|
42 |
+
"learning_rate": 0.0005277777777777777,
|
43 |
+
"loss": 5.1974,
|
44 |
+
"step": 250
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 10.02,
|
48 |
+
"learning_rate": 0.0005,
|
49 |
+
"loss": 5.1091,
|
50 |
+
"step": 300
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 12.01,
|
54 |
+
"learning_rate": 0.00047222222222222224,
|
55 |
+
"loss": 4.9724,
|
56 |
+
"step": 350
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 14.01,
|
60 |
+
"learning_rate": 0.00044444444444444436,
|
61 |
+
"loss": 4.8054,
|
62 |
+
"step": 400
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 16.0,
|
66 |
+
"learning_rate": 0.00041666666666666664,
|
67 |
+
"loss": 4.5929,
|
68 |
+
"step": 450
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 17.02,
|
72 |
+
"learning_rate": 0.00038888888888888887,
|
73 |
+
"loss": 4.3775,
|
74 |
+
"step": 500
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 19.02,
|
78 |
+
"learning_rate": 0.0003611111111111111,
|
79 |
+
"loss": 4.2825,
|
80 |
+
"step": 550
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 21.01,
|
84 |
+
"learning_rate": 0.0003333333333333333,
|
85 |
+
"loss": 4.1618,
|
86 |
+
"step": 600
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 23.0,
|
90 |
+
"learning_rate": 0.00030555555555555555,
|
91 |
+
"loss": 4.0581,
|
92 |
+
"step": 650
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 24.02,
|
96 |
+
"learning_rate": 0.0002777777777777778,
|
97 |
+
"loss": 3.9257,
|
98 |
+
"step": 700
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 26.02,
|
102 |
+
"learning_rate": 0.00025,
|
103 |
+
"loss": 3.8778,
|
104 |
+
"step": 750
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 28.01,
|
108 |
+
"learning_rate": 0.00022222222222222218,
|
109 |
+
"loss": 3.8028,
|
110 |
+
"step": 800
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 30.01,
|
114 |
+
"learning_rate": 0.00019444444444444443,
|
115 |
+
"loss": 3.7326,
|
116 |
+
"step": 850
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 32.0,
|
120 |
+
"learning_rate": 0.00016666666666666666,
|
121 |
+
"loss": 3.6708,
|
122 |
+
"step": 900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 33.02,
|
126 |
+
"learning_rate": 0.0001388888888888889,
|
127 |
+
"loss": 3.5837,
|
128 |
+
"step": 950
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 35.02,
|
132 |
+
"learning_rate": 0.00011111111111111109,
|
133 |
+
"loss": 3.5664,
|
134 |
+
"step": 1000
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 35.02,
|
138 |
+
"eval_loss": 4.406866073608398,
|
139 |
+
"eval_runtime": 1.7783,
|
140 |
+
"eval_samples_per_second": 52.296,
|
141 |
+
"eval_steps_per_second": 3.374,
|
142 |
+
"step": 1000
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 35.02,
|
146 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_loss": 4.406866073608398,
|
147 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_ppl": 82.01204064414016,
|
148 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_runtime": 1.7783,
|
149 |
+
"eval_/local/xiulyang/mission-impossible-language-models/training/babylm_dataset.py_samples_per_second": 52.296,
|
150 |
+
"step": 1000
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 37.01,
|
154 |
+
"learning_rate": 8.333333333333333e-05,
|
155 |
+
"loss": 3.5206,
|
156 |
+
"step": 1050
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 39.01,
|
160 |
+
"learning_rate": 5.5555555555555545e-05,
|
161 |
+
"loss": 3.4829,
|
162 |
+
"step": 1100
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 41.0,
|
166 |
+
"learning_rate": 2.7777777777777772e-05,
|
167 |
+
"loss": 3.4513,
|
168 |
+
"step": 1150
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 42.02,
|
172 |
+
"learning_rate": 0.0,
|
173 |
+
"loss": 3.3996,
|
174 |
+
"step": 1200
|
175 |
+
}
|
176 |
+
],
|
177 |
+
"max_steps": 1200,
|
178 |
+
"num_train_epochs": 9223372036854775807,
|
179 |
+
"total_flos": 3.25662891835392e+17,
|
180 |
+
"trial_name": null,
|
181 |
+
"trial_params": null
|
182 |
+
}
|
checkpoint-1200/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce5ee64ec673c5915c725d59ab09d5567c896e983bbaa61ee563d03df6350d2f
|
3 |
+
size 3183
|
checkpoint-200/config.json
ADDED
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 0,
|
10 |
+
"initializer_range": 0.02,
|
11 |
+
"layer_norm_epsilon": 1e-05,
|
12 |
+
"model_type": "gpt2",
|
13 |
+
"n_ctx": 1024,
|
14 |
+
"n_embd": 768,
|
15 |
+
"n_head": 12,
|
16 |
+
"n_inner": null,
|
17 |
+
"n_layer": 12,
|
18 |
+
"n_positions": 1024,
|
19 |
+
"reorder_and_upcast_attn": true,
|
20 |
+
"resid_pdrop": 0.1,
|
21 |
+
"scale_attn_by_inverse_layer_idx": true,
|
22 |
+
"scale_attn_weights": true,
|
23 |
+
"summary_activation": null,
|
24 |
+
"summary_first_dropout": 0.2,
|
25 |
+
"summary_proj_to_labels": true,
|
26 |
+
"summary_type": "cls_index",
|
27 |
+
"summary_use_proj": true,
|
28 |
+
"task_specific_params": {
|
29 |
+
"text-generation": {
|
30 |
+
"do_sample": true,
|
31 |
+
"max_length": 1024
|
32 |
+
}
|
33 |
+
},
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.18.0",
|
36 |
+
"use_cache": false,
|
37 |
+
"vocab_size": 60000
|
38 |
+
}
|
checkpoint-200/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9fbf09b8a2712ed4affe6a2e69715d1ee0f49b9502e54032b54f542e3d12dd98
|
3 |
+
size 1055464817
|
checkpoint-200/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:302ce4ef0d5f3018856bbcfe6c6960e5bf2c9bef96b0a34a397b7e71ee43cd5c
|
3 |
+
size 540327017
|
checkpoint-200/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:91e59131c4c4214c2f5fc6a81647012c0e1c29496bc8df9f012380a1e65973a9
|
3 |
+
size 14567
|
checkpoint-200/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cb6982c29cd162f49aeb531674acf574eccd46a8f556bec596040d7c3b95200a
|
3 |
+
size 559
|