Upload 14 files
Browse files- config.json +39 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- optimizer.pt +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +24 -0
- tokenizer_config.json +22 -0
- tokenizer_full_config.json +14 -0
- trainer_state.json +273 -0
- training_args.bin +3 -0
- training_args_full.json +148 -0
- vocab.json +0 -0
config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "gpt2",
|
| 3 |
+
"activation_function": "gelu_new",
|
| 4 |
+
"architectures": [
|
| 5 |
+
"GPT2LMHeadModel"
|
| 6 |
+
],
|
| 7 |
+
"attn_pdrop": 0.1,
|
| 8 |
+
"bos_token_id": 50256,
|
| 9 |
+
"embd_pdrop": 0.1,
|
| 10 |
+
"eos_token_id": 50256,
|
| 11 |
+
"initializer_range": 0.02,
|
| 12 |
+
"layer_norm_epsilon": 1e-05,
|
| 13 |
+
"model_type": "gpt2",
|
| 14 |
+
"n_ctx": 1024,
|
| 15 |
+
"n_embd": 768,
|
| 16 |
+
"n_head": 12,
|
| 17 |
+
"n_inner": null,
|
| 18 |
+
"n_layer": 12,
|
| 19 |
+
"n_positions": 1024,
|
| 20 |
+
"reorder_and_upcast_attn": false,
|
| 21 |
+
"resid_pdrop": 0.1,
|
| 22 |
+
"scale_attn_by_inverse_layer_idx": false,
|
| 23 |
+
"scale_attn_weights": true,
|
| 24 |
+
"summary_activation": null,
|
| 25 |
+
"summary_first_dropout": 0.1,
|
| 26 |
+
"summary_proj_to_labels": true,
|
| 27 |
+
"summary_type": "cls_index",
|
| 28 |
+
"summary_use_proj": true,
|
| 29 |
+
"task_specific_params": {
|
| 30 |
+
"text-generation": {
|
| 31 |
+
"do_sample": true,
|
| 32 |
+
"max_length": 50
|
| 33 |
+
}
|
| 34 |
+
},
|
| 35 |
+
"torch_dtype": "float32",
|
| 36 |
+
"transformers_version": "4.46.3",
|
| 37 |
+
"use_cache": true,
|
| 38 |
+
"vocab_size": 50257
|
| 39 |
+
}
|
generation_config.json
ADDED
|
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 50256,
|
| 4 |
+
"eos_token_id": 50256,
|
| 5 |
+
"transformers_version": "4.46.3"
|
| 6 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:77aff4290a4cc52d71f0dde3425ad8cd7aba3cbc61c62b9f38c5a1658b113a1d
|
| 3 |
+
size 497774208
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b90a74b6f2804dc63003d5d3383e01e31a4d1b41a54eb11fe22b1cd8abd13d00
|
| 3 |
+
size 995642298
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:372010c33f15d586b91174490010376899886b6fb8f25f6df4ad722a385ca854
|
| 3 |
+
size 14244
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:468c7deb41f53c0d0b135af65f6e03d06758293f4a8fceff1aa7408685b2495c
|
| 3 |
+
size 1064
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"bos_token": {
|
| 3 |
+
"content": "<|endoftext|>",
|
| 4 |
+
"lstrip": false,
|
| 5 |
+
"normalized": true,
|
| 6 |
+
"rstrip": false,
|
| 7 |
+
"single_word": false
|
| 8 |
+
},
|
| 9 |
+
"eos_token": {
|
| 10 |
+
"content": "<|endoftext|>",
|
| 11 |
+
"lstrip": false,
|
| 12 |
+
"normalized": true,
|
| 13 |
+
"rstrip": false,
|
| 14 |
+
"single_word": false
|
| 15 |
+
},
|
| 16 |
+
"pad_token": "<|endoftext|>",
|
| 17 |
+
"unk_token": {
|
| 18 |
+
"content": "<|endoftext|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": true,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
}
|
| 24 |
+
}
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_bos_token": false,
|
| 3 |
+
"add_prefix_space": false,
|
| 4 |
+
"added_tokens_decoder": {
|
| 5 |
+
"50256": {
|
| 6 |
+
"content": "<|endoftext|>",
|
| 7 |
+
"lstrip": false,
|
| 8 |
+
"normalized": true,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false,
|
| 11 |
+
"special": true
|
| 12 |
+
}
|
| 13 |
+
},
|
| 14 |
+
"bos_token": "<|endoftext|>",
|
| 15 |
+
"clean_up_tokenization_spaces": false,
|
| 16 |
+
"eos_token": "<|endoftext|>",
|
| 17 |
+
"errors": "replace",
|
| 18 |
+
"model_max_length": 1024,
|
| 19 |
+
"pad_token": "<|endoftext|>",
|
| 20 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 21 |
+
"unk_token": "<|endoftext|>"
|
| 22 |
+
}
|
tokenizer_full_config.json
ADDED
|
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model_max_length": 1024,
|
| 3 |
+
"padding_side": "right",
|
| 4 |
+
"pad_token": "<|endoftext|>",
|
| 5 |
+
"eos_token": "<|endoftext|>",
|
| 6 |
+
"name_or_path": "gpt2",
|
| 7 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 8 |
+
"special_tokens": {
|
| 9 |
+
"bos_token": "<|endoftext|>",
|
| 10 |
+
"eos_token": "<|endoftext|>",
|
| 11 |
+
"unk_token": "<|endoftext|>",
|
| 12 |
+
"pad_token": "<|endoftext|>"
|
| 13 |
+
}
|
| 14 |
+
}
|
trainer_state.json
ADDED
|
@@ -0,0 +1,273 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 3.256429433822632,
|
| 3 |
+
"best_model_checkpoint": "/content/drive/MyDrive/Hugh Mann/GPT2/GPT2-LyricsDec8/checkpoint-1600",
|
| 4 |
+
"epoch": 9.907120743034056,
|
| 5 |
+
"eval_steps": 100,
|
| 6 |
+
"global_step": 1600,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.6191950464396285,
|
| 13 |
+
"grad_norm": 7.51154088973999,
|
| 14 |
+
"learning_rate": 9.7e-06,
|
| 15 |
+
"loss": 3.9524,
|
| 16 |
+
"step": 100
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.6191950464396285,
|
| 20 |
+
"eval_loss": 3.506685733795166,
|
| 21 |
+
"eval_runtime": 2.2552,
|
| 22 |
+
"eval_samples_per_second": 254.077,
|
| 23 |
+
"eval_steps_per_second": 15.963,
|
| 24 |
+
"step": 100
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 1.238390092879257,
|
| 28 |
+
"grad_norm": 6.163869857788086,
|
| 29 |
+
"learning_rate": 9.58099352051836e-06,
|
| 30 |
+
"loss": 3.598,
|
| 31 |
+
"step": 200
|
| 32 |
+
},
|
| 33 |
+
{
|
| 34 |
+
"epoch": 1.238390092879257,
|
| 35 |
+
"eval_loss": 3.4033825397491455,
|
| 36 |
+
"eval_runtime": 2.2344,
|
| 37 |
+
"eval_samples_per_second": 256.441,
|
| 38 |
+
"eval_steps_per_second": 16.111,
|
| 39 |
+
"step": 200
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 1.8575851393188856,
|
| 43 |
+
"grad_norm": 5.917358875274658,
|
| 44 |
+
"learning_rate": 9.14902807775378e-06,
|
| 45 |
+
"loss": 3.5138,
|
| 46 |
+
"step": 300
|
| 47 |
+
},
|
| 48 |
+
{
|
| 49 |
+
"epoch": 1.8575851393188856,
|
| 50 |
+
"eval_loss": 3.360402822494507,
|
| 51 |
+
"eval_runtime": 2.2391,
|
| 52 |
+
"eval_samples_per_second": 255.912,
|
| 53 |
+
"eval_steps_per_second": 16.078,
|
| 54 |
+
"step": 300
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 2.476780185758514,
|
| 58 |
+
"grad_norm": 5.890804290771484,
|
| 59 |
+
"learning_rate": 8.717062634989202e-06,
|
| 60 |
+
"loss": 3.4766,
|
| 61 |
+
"step": 400
|
| 62 |
+
},
|
| 63 |
+
{
|
| 64 |
+
"epoch": 2.476780185758514,
|
| 65 |
+
"eval_loss": 3.3368523120880127,
|
| 66 |
+
"eval_runtime": 2.2358,
|
| 67 |
+
"eval_samples_per_second": 256.287,
|
| 68 |
+
"eval_steps_per_second": 16.102,
|
| 69 |
+
"step": 400
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 3.0959752321981426,
|
| 73 |
+
"grad_norm": 6.225989818572998,
|
| 74 |
+
"learning_rate": 8.285097192224622e-06,
|
| 75 |
+
"loss": 3.4229,
|
| 76 |
+
"step": 500
|
| 77 |
+
},
|
| 78 |
+
{
|
| 79 |
+
"epoch": 3.0959752321981426,
|
| 80 |
+
"eval_loss": 3.319918394088745,
|
| 81 |
+
"eval_runtime": 2.2394,
|
| 82 |
+
"eval_samples_per_second": 255.87,
|
| 83 |
+
"eval_steps_per_second": 16.076,
|
| 84 |
+
"step": 500
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 3.715170278637771,
|
| 88 |
+
"grad_norm": 6.0069499015808105,
|
| 89 |
+
"learning_rate": 7.853131749460043e-06,
|
| 90 |
+
"loss": 3.4022,
|
| 91 |
+
"step": 600
|
| 92 |
+
},
|
| 93 |
+
{
|
| 94 |
+
"epoch": 3.715170278637771,
|
| 95 |
+
"eval_loss": 3.306849718093872,
|
| 96 |
+
"eval_runtime": 2.3091,
|
| 97 |
+
"eval_samples_per_second": 248.153,
|
| 98 |
+
"eval_steps_per_second": 15.591,
|
| 99 |
+
"step": 600
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 4.3343653250774,
|
| 103 |
+
"grad_norm": 7.3684492111206055,
|
| 104 |
+
"learning_rate": 7.4211663066954655e-06,
|
| 105 |
+
"loss": 3.3725,
|
| 106 |
+
"step": 700
|
| 107 |
+
},
|
| 108 |
+
{
|
| 109 |
+
"epoch": 4.3343653250774,
|
| 110 |
+
"eval_loss": 3.297823667526245,
|
| 111 |
+
"eval_runtime": 2.2288,
|
| 112 |
+
"eval_samples_per_second": 257.086,
|
| 113 |
+
"eval_steps_per_second": 16.152,
|
| 114 |
+
"step": 700
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 4.953560371517028,
|
| 118 |
+
"grad_norm": 6.168036460876465,
|
| 119 |
+
"learning_rate": 6.989200863930886e-06,
|
| 120 |
+
"loss": 3.3689,
|
| 121 |
+
"step": 800
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 4.953560371517028,
|
| 125 |
+
"eval_loss": 3.2880301475524902,
|
| 126 |
+
"eval_runtime": 2.226,
|
| 127 |
+
"eval_samples_per_second": 257.41,
|
| 128 |
+
"eval_steps_per_second": 16.172,
|
| 129 |
+
"step": 800
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 5.572755417956657,
|
| 133 |
+
"grad_norm": 6.212117671966553,
|
| 134 |
+
"learning_rate": 6.557235421166307e-06,
|
| 135 |
+
"loss": 3.3332,
|
| 136 |
+
"step": 900
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 5.572755417956657,
|
| 140 |
+
"eval_loss": 3.2826037406921387,
|
| 141 |
+
"eval_runtime": 2.2453,
|
| 142 |
+
"eval_samples_per_second": 255.204,
|
| 143 |
+
"eval_steps_per_second": 16.034,
|
| 144 |
+
"step": 900
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 6.191950464396285,
|
| 148 |
+
"grad_norm": 5.847946643829346,
|
| 149 |
+
"learning_rate": 6.125269978401729e-06,
|
| 150 |
+
"loss": 3.3367,
|
| 151 |
+
"step": 1000
|
| 152 |
+
},
|
| 153 |
+
{
|
| 154 |
+
"epoch": 6.191950464396285,
|
| 155 |
+
"eval_loss": 3.276566505432129,
|
| 156 |
+
"eval_runtime": 2.2355,
|
| 157 |
+
"eval_samples_per_second": 256.315,
|
| 158 |
+
"eval_steps_per_second": 16.104,
|
| 159 |
+
"step": 1000
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 6.811145510835914,
|
| 163 |
+
"grad_norm": 6.364712238311768,
|
| 164 |
+
"learning_rate": 5.6933045356371494e-06,
|
| 165 |
+
"loss": 3.3289,
|
| 166 |
+
"step": 1100
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"epoch": 6.811145510835914,
|
| 170 |
+
"eval_loss": 3.272658348083496,
|
| 171 |
+
"eval_runtime": 2.2297,
|
| 172 |
+
"eval_samples_per_second": 256.986,
|
| 173 |
+
"eval_steps_per_second": 16.146,
|
| 174 |
+
"step": 1100
|
| 175 |
+
},
|
| 176 |
+
{
|
| 177 |
+
"epoch": 7.430340557275541,
|
| 178 |
+
"grad_norm": 5.989032745361328,
|
| 179 |
+
"learning_rate": 5.261339092872571e-06,
|
| 180 |
+
"loss": 3.3134,
|
| 181 |
+
"step": 1200
|
| 182 |
+
},
|
| 183 |
+
{
|
| 184 |
+
"epoch": 7.430340557275541,
|
| 185 |
+
"eval_loss": 3.2689383029937744,
|
| 186 |
+
"eval_runtime": 2.2577,
|
| 187 |
+
"eval_samples_per_second": 253.799,
|
| 188 |
+
"eval_steps_per_second": 15.945,
|
| 189 |
+
"step": 1200
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 8.04953560371517,
|
| 193 |
+
"grad_norm": 6.310012340545654,
|
| 194 |
+
"learning_rate": 4.829373650107992e-06,
|
| 195 |
+
"loss": 3.2967,
|
| 196 |
+
"step": 1300
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 8.04953560371517,
|
| 200 |
+
"eval_loss": 3.265749216079712,
|
| 201 |
+
"eval_runtime": 2.247,
|
| 202 |
+
"eval_samples_per_second": 255.004,
|
| 203 |
+
"eval_steps_per_second": 16.021,
|
| 204 |
+
"step": 1300
|
| 205 |
+
},
|
| 206 |
+
{
|
| 207 |
+
"epoch": 8.6687306501548,
|
| 208 |
+
"grad_norm": 6.473470211029053,
|
| 209 |
+
"learning_rate": 4.397408207343413e-06,
|
| 210 |
+
"loss": 3.2846,
|
| 211 |
+
"step": 1400
|
| 212 |
+
},
|
| 213 |
+
{
|
| 214 |
+
"epoch": 8.6687306501548,
|
| 215 |
+
"eval_loss": 3.2619001865386963,
|
| 216 |
+
"eval_runtime": 2.2395,
|
| 217 |
+
"eval_samples_per_second": 255.862,
|
| 218 |
+
"eval_steps_per_second": 16.075,
|
| 219 |
+
"step": 1400
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 9.287925696594428,
|
| 223 |
+
"grad_norm": 6.593929767608643,
|
| 224 |
+
"learning_rate": 3.965442764578834e-06,
|
| 225 |
+
"loss": 3.2858,
|
| 226 |
+
"step": 1500
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 9.287925696594428,
|
| 230 |
+
"eval_loss": 3.2583212852478027,
|
| 231 |
+
"eval_runtime": 2.2458,
|
| 232 |
+
"eval_samples_per_second": 255.144,
|
| 233 |
+
"eval_steps_per_second": 16.03,
|
| 234 |
+
"step": 1500
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 9.907120743034056,
|
| 238 |
+
"grad_norm": 6.568899154663086,
|
| 239 |
+
"learning_rate": 3.5334773218142552e-06,
|
| 240 |
+
"loss": 3.2755,
|
| 241 |
+
"step": 1600
|
| 242 |
+
},
|
| 243 |
+
{
|
| 244 |
+
"epoch": 9.907120743034056,
|
| 245 |
+
"eval_loss": 3.256429433822632,
|
| 246 |
+
"eval_runtime": 2.2439,
|
| 247 |
+
"eval_samples_per_second": 255.355,
|
| 248 |
+
"eval_steps_per_second": 16.043,
|
| 249 |
+
"step": 1600
|
| 250 |
+
}
|
| 251 |
+
],
|
| 252 |
+
"logging_steps": 100,
|
| 253 |
+
"max_steps": 2415,
|
| 254 |
+
"num_input_tokens_seen": 0,
|
| 255 |
+
"num_train_epochs": 15,
|
| 256 |
+
"save_steps": 100,
|
| 257 |
+
"stateful_callbacks": {
|
| 258 |
+
"TrainerControl": {
|
| 259 |
+
"args": {
|
| 260 |
+
"should_epoch_stop": false,
|
| 261 |
+
"should_evaluate": false,
|
| 262 |
+
"should_log": false,
|
| 263 |
+
"should_save": true,
|
| 264 |
+
"should_training_stop": false
|
| 265 |
+
},
|
| 266 |
+
"attributes": {}
|
| 267 |
+
}
|
| 268 |
+
},
|
| 269 |
+
"total_flos": 1.3347580870656e+16,
|
| 270 |
+
"train_batch_size": 16,
|
| 271 |
+
"trial_name": null,
|
| 272 |
+
"trial_params": null
|
| 273 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01ffa1ba06ce21ab77fb40cb76067e70f1f7fb76ae1d4e6b7cbba1d2fe02ca2e
|
| 3 |
+
size 5368
|
training_args_full.json
ADDED
|
@@ -0,0 +1,148 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"output_dir": "/content/drive/MyDrive/Hugh Mann/GPT2/GPT2-LyricsDec8",
|
| 3 |
+
"overwrite_output_dir": false,
|
| 4 |
+
"do_train": false,
|
| 5 |
+
"do_eval": true,
|
| 6 |
+
"do_predict": false,
|
| 7 |
+
"eval_strategy": "steps",
|
| 8 |
+
"prediction_loss_only": false,
|
| 9 |
+
"per_device_train_batch_size": 16,
|
| 10 |
+
"per_device_eval_batch_size": 16,
|
| 11 |
+
"per_gpu_train_batch_size": null,
|
| 12 |
+
"per_gpu_eval_batch_size": null,
|
| 13 |
+
"gradient_accumulation_steps": 2,
|
| 14 |
+
"eval_accumulation_steps": null,
|
| 15 |
+
"eval_delay": 0,
|
| 16 |
+
"torch_empty_cache_steps": null,
|
| 17 |
+
"learning_rate": 1e-05,
|
| 18 |
+
"weight_decay": 0.01,
|
| 19 |
+
"adam_beta1": 0.9,
|
| 20 |
+
"adam_beta2": 0.999,
|
| 21 |
+
"adam_epsilon": 1e-08,
|
| 22 |
+
"max_grad_norm": 1.0,
|
| 23 |
+
"num_train_epochs": 15,
|
| 24 |
+
"max_steps": -1,
|
| 25 |
+
"lr_scheduler_type": "linear",
|
| 26 |
+
"lr_scheduler_kwargs": {},
|
| 27 |
+
"warmup_ratio": 0.0,
|
| 28 |
+
"warmup_steps": 100,
|
| 29 |
+
"log_level": "passive",
|
| 30 |
+
"log_level_replica": "warning",
|
| 31 |
+
"log_on_each_node": true,
|
| 32 |
+
"logging_dir": "/content/drive/MyDrive/Hugh Mann/GPT2/GPT2-LyricsDec8/runs/Dec09_17-32-33_dec940e50fe7",
|
| 33 |
+
"logging_strategy": "steps",
|
| 34 |
+
"logging_first_step": false,
|
| 35 |
+
"logging_steps": 100,
|
| 36 |
+
"logging_nan_inf_filter": true,
|
| 37 |
+
"save_strategy": "steps",
|
| 38 |
+
"save_steps": 100,
|
| 39 |
+
"save_total_limit": null,
|
| 40 |
+
"save_safetensors": true,
|
| 41 |
+
"save_on_each_node": false,
|
| 42 |
+
"save_only_model": false,
|
| 43 |
+
"restore_callback_states_from_checkpoint": false,
|
| 44 |
+
"no_cuda": false,
|
| 45 |
+
"use_cpu": false,
|
| 46 |
+
"use_mps_device": false,
|
| 47 |
+
"seed": 42,
|
| 48 |
+
"data_seed": null,
|
| 49 |
+
"jit_mode_eval": false,
|
| 50 |
+
"use_ipex": false,
|
| 51 |
+
"bf16": false,
|
| 52 |
+
"fp16": true,
|
| 53 |
+
"fp16_opt_level": "O1",
|
| 54 |
+
"half_precision_backend": "auto",
|
| 55 |
+
"bf16_full_eval": false,
|
| 56 |
+
"fp16_full_eval": false,
|
| 57 |
+
"tf32": null,
|
| 58 |
+
"local_rank": 0,
|
| 59 |
+
"ddp_backend": null,
|
| 60 |
+
"tpu_num_cores": null,
|
| 61 |
+
"tpu_metrics_debug": false,
|
| 62 |
+
"debug": [],
|
| 63 |
+
"dataloader_drop_last": false,
|
| 64 |
+
"eval_steps": 100,
|
| 65 |
+
"dataloader_num_workers": 0,
|
| 66 |
+
"dataloader_prefetch_factor": null,
|
| 67 |
+
"past_index": -1,
|
| 68 |
+
"run_name": "/content/drive/MyDrive/Hugh Mann/GPT2/GPT2-LyricsDec8",
|
| 69 |
+
"disable_tqdm": false,
|
| 70 |
+
"remove_unused_columns": true,
|
| 71 |
+
"label_names": null,
|
| 72 |
+
"load_best_model_at_end": true,
|
| 73 |
+
"metric_for_best_model": "loss",
|
| 74 |
+
"greater_is_better": false,
|
| 75 |
+
"ignore_data_skip": false,
|
| 76 |
+
"fsdp": [],
|
| 77 |
+
"fsdp_min_num_params": 0,
|
| 78 |
+
"fsdp_config": {
|
| 79 |
+
"min_num_params": 0,
|
| 80 |
+
"xla": false,
|
| 81 |
+
"xla_fsdp_v2": false,
|
| 82 |
+
"xla_fsdp_grad_ckpt": false
|
| 83 |
+
},
|
| 84 |
+
"fsdp_transformer_layer_cls_to_wrap": null,
|
| 85 |
+
"accelerator_config": {
|
| 86 |
+
"split_batches": false,
|
| 87 |
+
"dispatch_batches": null,
|
| 88 |
+
"even_batches": true,
|
| 89 |
+
"use_seedable_sampler": true,
|
| 90 |
+
"non_blocking": false,
|
| 91 |
+
"gradient_accumulation_kwargs": null
|
| 92 |
+
},
|
| 93 |
+
"deepspeed": null,
|
| 94 |
+
"label_smoothing_factor": 0.0,
|
| 95 |
+
"optim": "adamw_torch",
|
| 96 |
+
"optim_args": null,
|
| 97 |
+
"adafactor": false,
|
| 98 |
+
"group_by_length": false,
|
| 99 |
+
"length_column_name": "length",
|
| 100 |
+
"report_to": [
|
| 101 |
+
"tensorboard",
|
| 102 |
+
"wandb"
|
| 103 |
+
],
|
| 104 |
+
"ddp_find_unused_parameters": null,
|
| 105 |
+
"ddp_bucket_cap_mb": null,
|
| 106 |
+
"ddp_broadcast_buffers": null,
|
| 107 |
+
"dataloader_pin_memory": true,
|
| 108 |
+
"dataloader_persistent_workers": false,
|
| 109 |
+
"skip_memory_metrics": true,
|
| 110 |
+
"use_legacy_prediction_loop": false,
|
| 111 |
+
"push_to_hub": false,
|
| 112 |
+
"resume_from_checkpoint": null,
|
| 113 |
+
"hub_model_id": null,
|
| 114 |
+
"hub_strategy": "every_save",
|
| 115 |
+
"hub_token": "<HUB_TOKEN>",
|
| 116 |
+
"hub_private_repo": false,
|
| 117 |
+
"hub_always_push": false,
|
| 118 |
+
"gradient_checkpointing": false,
|
| 119 |
+
"gradient_checkpointing_kwargs": null,
|
| 120 |
+
"include_inputs_for_metrics": false,
|
| 121 |
+
"include_for_metrics": [],
|
| 122 |
+
"eval_do_concat_batches": true,
|
| 123 |
+
"fp16_backend": "auto",
|
| 124 |
+
"evaluation_strategy": "steps",
|
| 125 |
+
"push_to_hub_model_id": null,
|
| 126 |
+
"push_to_hub_organization": null,
|
| 127 |
+
"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
|
| 128 |
+
"mp_parameters": "",
|
| 129 |
+
"auto_find_batch_size": false,
|
| 130 |
+
"full_determinism": false,
|
| 131 |
+
"torchdynamo": null,
|
| 132 |
+
"ray_scope": "last",
|
| 133 |
+
"ddp_timeout": 1800,
|
| 134 |
+
"torch_compile": false,
|
| 135 |
+
"torch_compile_backend": null,
|
| 136 |
+
"torch_compile_mode": null,
|
| 137 |
+
"dispatch_batches": null,
|
| 138 |
+
"split_batches": null,
|
| 139 |
+
"include_tokens_per_second": false,
|
| 140 |
+
"include_num_input_tokens_seen": false,
|
| 141 |
+
"neftune_noise_alpha": null,
|
| 142 |
+
"optim_target_modules": null,
|
| 143 |
+
"batch_eval_metrics": false,
|
| 144 |
+
"eval_on_start": false,
|
| 145 |
+
"use_liger_kernel": false,
|
| 146 |
+
"eval_use_gather_object": false,
|
| 147 |
+
"average_tokens_across_devices": false
|
| 148 |
+
}
|
vocab.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|