Commit ·
ca0dbb4
1
Parent(s): 580b2bc
huggingartists
Browse files- README.md +3 -3
- config.json +4 -2
- evaluation.txt +1 -1
- flax_model.msgpack +1 -1
- optimizer.pt +2 -2
- pytorch_model.bin +1 -1
- rng_state.pth +1 -1
- scheduler.pt +1 -1
- tokenizer_config.json +1 -1
- trainer_state.json +391 -7
- training_args.bin +2 -2
README.md
CHANGED
|
@@ -45,15 +45,15 @@ from datasets import load_dataset
|
|
| 45 |
dataset = load_dataset("huggingartists/obladaet")
|
| 46 |
```
|
| 47 |
|
| 48 |
-
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/
|
| 49 |
|
| 50 |
## Training procedure
|
| 51 |
|
| 52 |
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on OBLADAET's lyrics.
|
| 53 |
|
| 54 |
-
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/
|
| 55 |
|
| 56 |
-
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/
|
| 57 |
|
| 58 |
## How to use
|
| 59 |
|
|
|
|
| 45 |
dataset = load_dataset("huggingartists/obladaet")
|
| 46 |
```
|
| 47 |
|
| 48 |
+
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/1mtsuuwr/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
|
| 49 |
|
| 50 |
## Training procedure
|
| 51 |
|
| 52 |
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on OBLADAET's lyrics.
|
| 53 |
|
| 54 |
+
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/1s9epb35) for full transparency and reproducibility.
|
| 55 |
|
| 56 |
+
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/1s9epb35/artifacts) is logged and versioned.
|
| 57 |
|
| 58 |
## How to use
|
| 59 |
|
config.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"_name_or_path": "
|
| 3 |
"activation_function": "gelu_new",
|
| 4 |
"architectures": [
|
| 5 |
"GPT2LMHeadModel"
|
|
@@ -18,7 +18,9 @@
|
|
| 18 |
"n_inner": null,
|
| 19 |
"n_layer": 12,
|
| 20 |
"n_positions": 1024,
|
|
|
|
| 21 |
"resid_pdrop": 0.1,
|
|
|
|
| 22 |
"scale_attn_weights": true,
|
| 23 |
"summary_activation": null,
|
| 24 |
"summary_first_dropout": 0.1,
|
|
@@ -35,7 +37,7 @@
|
|
| 35 |
}
|
| 36 |
},
|
| 37 |
"torch_dtype": "float32",
|
| 38 |
-
"transformers_version": "4.
|
| 39 |
"use_cache": true,
|
| 40 |
"vocab_size": 50257
|
| 41 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"_name_or_path": "obladaet",
|
| 3 |
"activation_function": "gelu_new",
|
| 4 |
"architectures": [
|
| 5 |
"GPT2LMHeadModel"
|
|
|
|
| 18 |
"n_inner": null,
|
| 19 |
"n_layer": 12,
|
| 20 |
"n_positions": 1024,
|
| 21 |
+
"reorder_and_upcast_attn": false,
|
| 22 |
"resid_pdrop": 0.1,
|
| 23 |
+
"scale_attn_by_inverse_layer_idx": false,
|
| 24 |
"scale_attn_weights": true,
|
| 25 |
"summary_activation": null,
|
| 26 |
"summary_first_dropout": 0.1,
|
|
|
|
| 37 |
}
|
| 38 |
},
|
| 39 |
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.15.0",
|
| 41 |
"use_cache": true,
|
| 42 |
"vocab_size": 50257
|
| 43 |
}
|
evaluation.txt
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"eval_loss":
|
|
|
|
| 1 |
+
{"eval_loss": 1.7732337713241577, "eval_runtime": 7.0986, "eval_samples_per_second": 21.694, "eval_steps_per_second": 2.817, "epoch": 4.0}
|
flax_model.msgpack
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 497764120
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1c52ab931279f47e28b6847e5d38086105967cafe3ede3d42e5bd29def29ab03
|
| 3 |
size 497764120
|
optimizer.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8f793de0686cb2318496c05ad7e9eb84507b50597f633e6c6930423baa2c8acc
|
| 3 |
+
size 995604017
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 510403817
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:41ad58f7eaf8d9ccb1108b2de48617723e0257dfd854bfe83d33c8b497618eb0
|
| 3 |
size 510403817
|
rng_state.pth
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 14503
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:16ee4b3c5a3fcf7b5bbeda9aae6e07b48bec52cb057e0b87294a70edc4a51800
|
| 3 |
size 14503
|
scheduler.pt
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 623
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:54fe9d32a9c27c0412ac2e6ca93dfcc8ff0c17501d50cf60b9047a8d1c51b1c3
|
| 3 |
size 623
|
tokenizer_config.json
CHANGED
|
@@ -1 +1 @@
|
|
| 1 |
-
{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "
|
|
|
|
| 1 |
+
{"unk_token": "<|endoftext|>", "bos_token": "<|endoftext|>", "eos_token": "<|endoftext|>", "add_prefix_space": false, "model_max_length": 1024, "special_tokens_map_file": null, "name_or_path": "huggingartists/obladaet", "tokenizer_class": "GPT2Tokenizer"}
|
trainer_state.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"best_metric":
|
| 3 |
-
"best_model_checkpoint": "output/obladaet/checkpoint-
|
| 4 |
-
"epoch":
|
| 5 |
-
"global_step":
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
@@ -134,11 +134,395 @@
|
|
| 134 |
"eval_samples_per_second": 22.775,
|
| 135 |
"eval_steps_per_second": 2.868,
|
| 136 |
"step": 103
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
}
|
| 138 |
],
|
| 139 |
-
"max_steps":
|
| 140 |
-
"num_train_epochs":
|
| 141 |
-
"total_flos":
|
| 142 |
"trial_name": null,
|
| 143 |
"trial_params": null
|
| 144 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"best_metric": 1.7732337713241577,
|
| 3 |
+
"best_model_checkpoint": "output/obladaet/checkpoint-404",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"global_step": 404,
|
| 6 |
"is_hyper_param_search": false,
|
| 7 |
"is_local_process_zero": true,
|
| 8 |
"is_world_process_zero": true,
|
|
|
|
| 134 |
"eval_samples_per_second": 22.775,
|
| 135 |
"eval_steps_per_second": 2.868,
|
| 136 |
"step": 103
|
| 137 |
+
},
|
| 138 |
+
{
|
| 139 |
+
"epoch": 1.04,
|
| 140 |
+
"learning_rate": 5.302867558792348e-07,
|
| 141 |
+
"loss": 1.9242,
|
| 142 |
+
"step": 105
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 1.09,
|
| 146 |
+
"learning_rate": 2.6705334886474966e-06,
|
| 147 |
+
"loss": 2.0213,
|
| 148 |
+
"step": 110
|
| 149 |
+
},
|
| 150 |
+
{
|
| 151 |
+
"epoch": 1.14,
|
| 152 |
+
"learning_rate": 6.402259559252805e-06,
|
| 153 |
+
"loss": 1.998,
|
| 154 |
+
"step": 115
|
| 155 |
+
},
|
| 156 |
+
{
|
| 157 |
+
"epoch": 1.19,
|
| 158 |
+
"learning_rate": 1.1635384382334882e-05,
|
| 159 |
+
"loss": 2.0452,
|
| 160 |
+
"step": 120
|
| 161 |
+
},
|
| 162 |
+
{
|
| 163 |
+
"epoch": 1.24,
|
| 164 |
+
"learning_rate": 1.8243584927101022e-05,
|
| 165 |
+
"loss": 2.0056,
|
| 166 |
+
"step": 125
|
| 167 |
+
},
|
| 168 |
+
{
|
| 169 |
+
"epoch": 1.29,
|
| 170 |
+
"learning_rate": 2.6067345044190824e-05,
|
| 171 |
+
"loss": 1.8585,
|
| 172 |
+
"step": 130
|
| 173 |
+
},
|
| 174 |
+
{
|
| 175 |
+
"epoch": 1.34,
|
| 176 |
+
"learning_rate": 3.491780604523009e-05,
|
| 177 |
+
"loss": 1.9956,
|
| 178 |
+
"step": 135
|
| 179 |
+
},
|
| 180 |
+
{
|
| 181 |
+
"epoch": 1.39,
|
| 182 |
+
"learning_rate": 4.4581325585470584e-05,
|
| 183 |
+
"loss": 1.9927,
|
| 184 |
+
"step": 140
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 1.44,
|
| 188 |
+
"learning_rate": 5.48246348020977e-05,
|
| 189 |
+
"loss": 1.9939,
|
| 190 |
+
"step": 145
|
| 191 |
+
},
|
| 192 |
+
{
|
| 193 |
+
"epoch": 1.49,
|
| 194 |
+
"learning_rate": 6.540046921942313e-05,
|
| 195 |
+
"loss": 2.0247,
|
| 196 |
+
"step": 150
|
| 197 |
+
},
|
| 198 |
+
{
|
| 199 |
+
"epoch": 1.53,
|
| 200 |
+
"learning_rate": 7.605353749586352e-05,
|
| 201 |
+
"loss": 2.0324,
|
| 202 |
+
"step": 155
|
| 203 |
+
},
|
| 204 |
+
{
|
| 205 |
+
"epoch": 1.58,
|
| 206 |
+
"learning_rate": 8.652668393240227e-05,
|
| 207 |
+
"loss": 1.9751,
|
| 208 |
+
"step": 160
|
| 209 |
+
},
|
| 210 |
+
{
|
| 211 |
+
"epoch": 1.63,
|
| 212 |
+
"learning_rate": 9.656709598499981e-05,
|
| 213 |
+
"loss": 2.0028,
|
| 214 |
+
"step": 165
|
| 215 |
+
},
|
| 216 |
+
{
|
| 217 |
+
"epoch": 1.68,
|
| 218 |
+
"learning_rate": 0.00010593240693706343,
|
| 219 |
+
"loss": 1.9151,
|
| 220 |
+
"step": 170
|
| 221 |
+
},
|
| 222 |
+
{
|
| 223 |
+
"epoch": 1.73,
|
| 224 |
+
"learning_rate": 0.00011439654641882815,
|
| 225 |
+
"loss": 1.9662,
|
| 226 |
+
"step": 175
|
| 227 |
+
},
|
| 228 |
+
{
|
| 229 |
+
"epoch": 1.78,
|
| 230 |
+
"learning_rate": 0.00012175519754725823,
|
| 231 |
+
"loss": 1.9375,
|
| 232 |
+
"step": 180
|
| 233 |
+
},
|
| 234 |
+
{
|
| 235 |
+
"epoch": 1.83,
|
| 236 |
+
"learning_rate": 0.00012783072895591112,
|
| 237 |
+
"loss": 1.9174,
|
| 238 |
+
"step": 185
|
| 239 |
+
},
|
| 240 |
+
{
|
| 241 |
+
"epoch": 1.88,
|
| 242 |
+
"learning_rate": 0.00013247648265989943,
|
| 243 |
+
"loss": 1.9634,
|
| 244 |
+
"step": 190
|
| 245 |
+
},
|
| 246 |
+
{
|
| 247 |
+
"epoch": 1.93,
|
| 248 |
+
"learning_rate": 0.00013558031425066341,
|
| 249 |
+
"loss": 1.8422,
|
| 250 |
+
"step": 195
|
| 251 |
+
},
|
| 252 |
+
{
|
| 253 |
+
"epoch": 1.98,
|
| 254 |
+
"learning_rate": 0.00013706729996336458,
|
| 255 |
+
"loss": 1.8405,
|
| 256 |
+
"step": 200
|
| 257 |
+
},
|
| 258 |
+
{
|
| 259 |
+
"epoch": 2.0,
|
| 260 |
+
"eval_loss": 1.860771894454956,
|
| 261 |
+
"eval_runtime": 6.9634,
|
| 262 |
+
"eval_samples_per_second": 22.115,
|
| 263 |
+
"eval_steps_per_second": 2.872,
|
| 264 |
+
"step": 202
|
| 265 |
+
},
|
| 266 |
+
{
|
| 267 |
+
"epoch": 2.03,
|
| 268 |
+
"learning_rate": 0.00013690154527067468,
|
| 269 |
+
"loss": 1.9028,
|
| 270 |
+
"step": 205
|
| 271 |
+
},
|
| 272 |
+
{
|
| 273 |
+
"epoch": 2.08,
|
| 274 |
+
"learning_rate": 0.0001350870513450971,
|
| 275 |
+
"loss": 1.9087,
|
| 276 |
+
"step": 210
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 2.13,
|
| 280 |
+
"learning_rate": 0.0001316676184741814,
|
| 281 |
+
"loss": 1.9086,
|
| 282 |
+
"step": 215
|
| 283 |
+
},
|
| 284 |
+
{
|
| 285 |
+
"epoch": 2.18,
|
| 286 |
+
"learning_rate": 0.00012672578876010354,
|
| 287 |
+
"loss": 1.9232,
|
| 288 |
+
"step": 220
|
| 289 |
+
},
|
| 290 |
+
{
|
| 291 |
+
"epoch": 2.23,
|
| 292 |
+
"learning_rate": 0.00012038085362591339,
|
| 293 |
+
"loss": 1.8881,
|
| 294 |
+
"step": 225
|
| 295 |
+
},
|
| 296 |
+
{
|
| 297 |
+
"epoch": 2.28,
|
| 298 |
+
"learning_rate": 0.00011278597422549735,
|
| 299 |
+
"loss": 1.8032,
|
| 300 |
+
"step": 230
|
| 301 |
+
},
|
| 302 |
+
{
|
| 303 |
+
"epoch": 2.33,
|
| 304 |
+
"learning_rate": 0.00010412448426802514,
|
| 305 |
+
"loss": 1.8736,
|
| 306 |
+
"step": 235
|
| 307 |
+
},
|
| 308 |
+
{
|
| 309 |
+
"epoch": 2.38,
|
| 310 |
+
"learning_rate": 9.460546450345005e-05,
|
| 311 |
+
"loss": 1.9298,
|
| 312 |
+
"step": 240
|
| 313 |
+
},
|
| 314 |
+
{
|
| 315 |
+
"epoch": 2.43,
|
| 316 |
+
"learning_rate": 8.445869569708696e-05,
|
| 317 |
+
"loss": 1.882,
|
| 318 |
+
"step": 245
|
| 319 |
+
},
|
| 320 |
+
{
|
| 321 |
+
"epoch": 2.48,
|
| 322 |
+
"learning_rate": 7.392911192402588e-05,
|
| 323 |
+
"loss": 1.8485,
|
| 324 |
+
"step": 250
|
| 325 |
+
},
|
| 326 |
+
{
|
| 327 |
+
"epoch": 2.52,
|
| 328 |
+
"learning_rate": 6.327088807597416e-05,
|
| 329 |
+
"loss": 1.8129,
|
| 330 |
+
"step": 255
|
| 331 |
+
},
|
| 332 |
+
{
|
| 333 |
+
"epoch": 2.57,
|
| 334 |
+
"learning_rate": 5.2741304302913084e-05,
|
| 335 |
+
"loss": 1.7189,
|
| 336 |
+
"step": 260
|
| 337 |
+
},
|
| 338 |
+
{
|
| 339 |
+
"epoch": 2.62,
|
| 340 |
+
"learning_rate": 4.259453549654993e-05,
|
| 341 |
+
"loss": 1.7814,
|
| 342 |
+
"step": 265
|
| 343 |
+
},
|
| 344 |
+
{
|
| 345 |
+
"epoch": 2.67,
|
| 346 |
+
"learning_rate": 3.307551573197489e-05,
|
| 347 |
+
"loss": 1.892,
|
| 348 |
+
"step": 270
|
| 349 |
+
},
|
| 350 |
+
{
|
| 351 |
+
"epoch": 2.72,
|
| 352 |
+
"learning_rate": 2.4414025774502687e-05,
|
| 353 |
+
"loss": 1.8749,
|
| 354 |
+
"step": 275
|
| 355 |
+
},
|
| 356 |
+
{
|
| 357 |
+
"epoch": 2.77,
|
| 358 |
+
"learning_rate": 1.681914637408659e-05,
|
| 359 |
+
"loss": 1.8049,
|
| 360 |
+
"step": 280
|
| 361 |
+
},
|
| 362 |
+
{
|
| 363 |
+
"epoch": 2.82,
|
| 364 |
+
"learning_rate": 1.0474211239896518e-05,
|
| 365 |
+
"loss": 1.7877,
|
| 366 |
+
"step": 285
|
| 367 |
+
},
|
| 368 |
+
{
|
| 369 |
+
"epoch": 2.87,
|
| 370 |
+
"learning_rate": 5.532381525818605e-06,
|
| 371 |
+
"loss": 1.8053,
|
| 372 |
+
"step": 290
|
| 373 |
+
},
|
| 374 |
+
{
|
| 375 |
+
"epoch": 2.92,
|
| 376 |
+
"learning_rate": 2.112948654902904e-06,
|
| 377 |
+
"loss": 1.7789,
|
| 378 |
+
"step": 295
|
| 379 |
+
},
|
| 380 |
+
{
|
| 381 |
+
"epoch": 2.97,
|
| 382 |
+
"learning_rate": 2.984547293253313e-07,
|
| 383 |
+
"loss": 1.7656,
|
| 384 |
+
"step": 300
|
| 385 |
+
},
|
| 386 |
+
{
|
| 387 |
+
"epoch": 3.0,
|
| 388 |
+
"eval_loss": 1.7856239080429077,
|
| 389 |
+
"eval_runtime": 7.037,
|
| 390 |
+
"eval_samples_per_second": 21.884,
|
| 391 |
+
"eval_steps_per_second": 2.842,
|
| 392 |
+
"step": 303
|
| 393 |
+
},
|
| 394 |
+
{
|
| 395 |
+
"epoch": 3.02,
|
| 396 |
+
"learning_rate": 1.3270003663542904e-07,
|
| 397 |
+
"loss": 1.8334,
|
| 398 |
+
"step": 305
|
| 399 |
+
},
|
| 400 |
+
{
|
| 401 |
+
"epoch": 3.07,
|
| 402 |
+
"learning_rate": 1.6196857493365444e-06,
|
| 403 |
+
"loss": 1.8375,
|
| 404 |
+
"step": 310
|
| 405 |
+
},
|
| 406 |
+
{
|
| 407 |
+
"epoch": 3.12,
|
| 408 |
+
"learning_rate": 4.7235173401005474e-06,
|
| 409 |
+
"loss": 1.8418,
|
| 410 |
+
"step": 315
|
| 411 |
+
},
|
| 412 |
+
{
|
| 413 |
+
"epoch": 3.17,
|
| 414 |
+
"learning_rate": 9.369271044088901e-06,
|
| 415 |
+
"loss": 1.8346,
|
| 416 |
+
"step": 320
|
| 417 |
+
},
|
| 418 |
+
{
|
| 419 |
+
"epoch": 3.22,
|
| 420 |
+
"learning_rate": 1.5444802452741737e-05,
|
| 421 |
+
"loss": 1.7677,
|
| 422 |
+
"step": 325
|
| 423 |
+
},
|
| 424 |
+
{
|
| 425 |
+
"epoch": 3.27,
|
| 426 |
+
"learning_rate": 2.2803453581171793e-05,
|
| 427 |
+
"loss": 1.8371,
|
| 428 |
+
"step": 330
|
| 429 |
+
},
|
| 430 |
+
{
|
| 431 |
+
"epoch": 3.32,
|
| 432 |
+
"learning_rate": 3.1267593062936485e-05,
|
| 433 |
+
"loss": 1.7753,
|
| 434 |
+
"step": 335
|
| 435 |
+
},
|
| 436 |
+
{
|
| 437 |
+
"epoch": 3.37,
|
| 438 |
+
"learning_rate": 4.063290401500004e-05,
|
| 439 |
+
"loss": 1.8018,
|
| 440 |
+
"step": 340
|
| 441 |
+
},
|
| 442 |
+
{
|
| 443 |
+
"epoch": 3.42,
|
| 444 |
+
"learning_rate": 5.06733160675977e-05,
|
| 445 |
+
"loss": 1.741,
|
| 446 |
+
"step": 345
|
| 447 |
+
},
|
| 448 |
+
{
|
| 449 |
+
"epoch": 3.47,
|
| 450 |
+
"learning_rate": 6.114646250413644e-05,
|
| 451 |
+
"loss": 1.729,
|
| 452 |
+
"step": 350
|
| 453 |
+
},
|
| 454 |
+
{
|
| 455 |
+
"epoch": 3.51,
|
| 456 |
+
"learning_rate": 7.179953078057677e-05,
|
| 457 |
+
"loss": 1.7717,
|
| 458 |
+
"step": 355
|
| 459 |
+
},
|
| 460 |
+
{
|
| 461 |
+
"epoch": 3.56,
|
| 462 |
+
"learning_rate": 8.237536519790226e-05,
|
| 463 |
+
"loss": 1.7441,
|
| 464 |
+
"step": 360
|
| 465 |
+
},
|
| 466 |
+
{
|
| 467 |
+
"epoch": 3.61,
|
| 468 |
+
"learning_rate": 9.261867441452943e-05,
|
| 469 |
+
"loss": 1.7007,
|
| 470 |
+
"step": 365
|
| 471 |
+
},
|
| 472 |
+
{
|
| 473 |
+
"epoch": 3.66,
|
| 474 |
+
"learning_rate": 0.00010228219395476987,
|
| 475 |
+
"loss": 1.8014,
|
| 476 |
+
"step": 370
|
| 477 |
+
},
|
| 478 |
+
{
|
| 479 |
+
"epoch": 3.71,
|
| 480 |
+
"learning_rate": 0.0001111326549558092,
|
| 481 |
+
"loss": 1.6888,
|
| 482 |
+
"step": 375
|
| 483 |
+
},
|
| 484 |
+
{
|
| 485 |
+
"epoch": 3.76,
|
| 486 |
+
"learning_rate": 0.00011895641507289893,
|
| 487 |
+
"loss": 1.8129,
|
| 488 |
+
"step": 380
|
| 489 |
+
},
|
| 490 |
+
{
|
| 491 |
+
"epoch": 3.81,
|
| 492 |
+
"learning_rate": 0.00012556461561766505,
|
| 493 |
+
"loss": 1.7059,
|
| 494 |
+
"step": 385
|
| 495 |
+
},
|
| 496 |
+
{
|
| 497 |
+
"epoch": 3.86,
|
| 498 |
+
"learning_rate": 0.00013079774044074714,
|
| 499 |
+
"loss": 1.8051,
|
| 500 |
+
"step": 390
|
| 501 |
+
},
|
| 502 |
+
{
|
| 503 |
+
"epoch": 3.91,
|
| 504 |
+
"learning_rate": 0.0001345294665113525,
|
| 505 |
+
"loss": 1.7285,
|
| 506 |
+
"step": 395
|
| 507 |
+
},
|
| 508 |
+
{
|
| 509 |
+
"epoch": 3.96,
|
| 510 |
+
"learning_rate": 0.00013666971324412076,
|
| 511 |
+
"loss": 1.8123,
|
| 512 |
+
"step": 400
|
| 513 |
+
},
|
| 514 |
+
{
|
| 515 |
+
"epoch": 4.0,
|
| 516 |
+
"eval_loss": 1.7732337713241577,
|
| 517 |
+
"eval_runtime": 7.0198,
|
| 518 |
+
"eval_samples_per_second": 21.938,
|
| 519 |
+
"eval_steps_per_second": 2.849,
|
| 520 |
+
"step": 404
|
| 521 |
}
|
| 522 |
],
|
| 523 |
+
"max_steps": 404,
|
| 524 |
+
"num_train_epochs": 4,
|
| 525 |
+
"total_flos": 418981773312000.0,
|
| 526 |
"trial_name": null,
|
| 527 |
"trial_params": null
|
| 528 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:61edd5ee9ac3511fa8aafd6320733cca851923fdf79ca86f83532841c0bd6b0d
|
| 3 |
+
size 2991
|