Commit
·
72f33e4
1
Parent(s):
1b6f2d8
huggingartists
Browse files- README.md +3 -3
- evaluation.txt +1 -1
- flax_model.msgpack +1 -1
- optimizer.pt +1 -1
- pytorch_model.bin +1 -1
- rng_state.pth +1 -1
- scheduler.pt +1 -1
- trainer_state.json +129 -7
- training_args.bin +1 -1
README.md
CHANGED
@@ -45,15 +45,15 @@ from datasets import load_dataset
|
|
45 |
dataset = load_dataset("huggingartists/morgenshtern")
|
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 MORGENSHTERN'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/morgenshtern")
|
46 |
```
|
47 |
|
48 |
+
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/11daksqo/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 MORGENSHTERN's lyrics.
|
53 |
|
54 |
+
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/3hprs98u) for full transparency and reproducibility.
|
55 |
|
56 |
+
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/3hprs98u/artifacts) is logged and versioned.
|
57 |
|
58 |
## How to use
|
59 |
|
evaluation.txt
CHANGED
@@ -1 +1 @@
|
|
1 |
-
{"eval_loss":
|
|
|
1 |
+
{"eval_loss": 0.9612834453582764, "eval_runtime": 6.7467, "eval_samples_per_second": 22.53, "eval_steps_per_second": 2.816, "epoch": 2.0}
|
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:b2c263070fbf5f7efe3e75dd578e814f49ec64bc199e43a3f45edb236d61fb34
|
3 |
size 497764120
|
optimizer.pt
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 995604017
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:51f82cb2b14e8b08c2a0932e2579488a4a9bec1b0a08c7c5585837660c35aff9
|
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 sha256:65bad4addbe634edd37474cda521dc103ca5eb49f77dbe70541dd72d3250de98
|
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 14567
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:862a8301ff1a624ea0fb015628a4060abb8cdf66d8bd2a773af256e1cef63c1e
|
3 |
size 14567
|
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 sha256:6c6d0bf6916b2b0bc8b9baa1851e61696a7abf151886205b1aec182b9abcf338
|
3 |
size 623
|
trainer_state.json
CHANGED
@@ -1,8 +1,8 @@
|
|
1 |
{
|
2 |
-
"best_metric":
|
3 |
-
"best_model_checkpoint": "output/morgenshtern/checkpoint-
|
4 |
-
"epoch":
|
5 |
-
"global_step":
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
@@ -128,11 +128,133 @@
|
|
128 |
"eval_samples_per_second": 21.035,
|
129 |
"eval_steps_per_second": 2.664,
|
130 |
"step": 97
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
131 |
}
|
132 |
],
|
133 |
-
"max_steps":
|
134 |
-
"num_train_epochs":
|
135 |
-
"total_flos":
|
136 |
"trial_name": null,
|
137 |
"trial_params": null
|
138 |
}
|
|
|
1 |
{
|
2 |
+
"best_metric": 0.9612834453582764,
|
3 |
+
"best_model_checkpoint": "output/morgenshtern/checkpoint-194",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"global_step": 194,
|
6 |
"is_hyper_param_search": false,
|
7 |
"is_local_process_zero": true,
|
8 |
"is_world_process_zero": true,
|
|
|
128 |
"eval_samples_per_second": 21.035,
|
129 |
"eval_steps_per_second": 2.664,
|
130 |
"step": 97
|
131 |
+
},
|
132 |
+
{
|
133 |
+
"epoch": 1.03,
|
134 |
+
"learning_rate": 3.2355730797025283e-07,
|
135 |
+
"loss": 1.094,
|
136 |
+
"step": 100
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 1.08,
|
140 |
+
"learning_rate": 2.289809668554777e-06,
|
141 |
+
"loss": 1.173,
|
142 |
+
"step": 105
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 1.13,
|
146 |
+
"learning_rate": 5.991173097174171e-06,
|
147 |
+
"loss": 1.1401,
|
148 |
+
"step": 110
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 1.19,
|
152 |
+
"learning_rate": 1.1330795562191737e-05,
|
153 |
+
"loss": 1.1561,
|
154 |
+
"step": 115
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 1.24,
|
158 |
+
"learning_rate": 1.816895739168569e-05,
|
159 |
+
"loss": 1.103,
|
160 |
+
"step": 120
|
161 |
+
},
|
162 |
+
{
|
163 |
+
"epoch": 1.29,
|
164 |
+
"learning_rate": 2.6326727259776298e-05,
|
165 |
+
"loss": 1.0156,
|
166 |
+
"step": 125
|
167 |
+
},
|
168 |
+
{
|
169 |
+
"epoch": 1.34,
|
170 |
+
"learning_rate": 3.559064420793063e-05,
|
171 |
+
"loss": 1.047,
|
172 |
+
"step": 130
|
173 |
+
},
|
174 |
+
{
|
175 |
+
"epoch": 1.39,
|
176 |
+
"learning_rate": 4.571830318875349e-05,
|
177 |
+
"loss": 1.0605,
|
178 |
+
"step": 135
|
179 |
+
},
|
180 |
+
{
|
181 |
+
"epoch": 1.44,
|
182 |
+
"learning_rate": 5.644469797766504e-05,
|
183 |
+
"loss": 1.0732,
|
184 |
+
"step": 140
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 1.49,
|
188 |
+
"learning_rate": 6.748915548014806e-05,
|
189 |
+
"loss": 1.0798,
|
190 |
+
"step": 145
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.55,
|
194 |
+
"learning_rate": 7.856267998744024e-05,
|
195 |
+
"loss": 1.132,
|
196 |
+
"step": 150
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 1.6,
|
200 |
+
"learning_rate": 8.937551520659945e-05,
|
201 |
+
"loss": 1.097,
|
202 |
+
"step": 155
|
203 |
+
},
|
204 |
+
{
|
205 |
+
"epoch": 1.65,
|
206 |
+
"learning_rate": 9.964472619245533e-05,
|
207 |
+
"loss": 1.1685,
|
208 |
+
"step": 160
|
209 |
+
},
|
210 |
+
{
|
211 |
+
"epoch": 1.7,
|
212 |
+
"learning_rate": 0.00010910160278820622,
|
213 |
+
"loss": 1.0965,
|
214 |
+
"step": 165
|
215 |
+
},
|
216 |
+
{
|
217 |
+
"epoch": 1.75,
|
218 |
+
"learning_rate": 0.00011749869085191239,
|
219 |
+
"loss": 1.0409,
|
220 |
+
"step": 170
|
221 |
+
},
|
222 |
+
{
|
223 |
+
"epoch": 1.8,
|
224 |
+
"learning_rate": 0.00012461626728572453,
|
225 |
+
"loss": 1.2079,
|
226 |
+
"step": 175
|
227 |
+
},
|
228 |
+
{
|
229 |
+
"epoch": 1.86,
|
230 |
+
"learning_rate": 0.000130268089438458,
|
231 |
+
"loss": 1.109,
|
232 |
+
"step": 180
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 1.91,
|
236 |
+
"learning_rate": 0.00013430626843929596,
|
237 |
+
"loss": 1.1506,
|
238 |
+
"step": 185
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 1.96,
|
242 |
+
"learning_rate": 0.00013662513894413276,
|
243 |
+
"loss": 1.074,
|
244 |
+
"step": 190
|
245 |
+
},
|
246 |
+
{
|
247 |
+
"epoch": 2.0,
|
248 |
+
"eval_loss": 0.9612834453582764,
|
249 |
+
"eval_runtime": 6.602,
|
250 |
+
"eval_samples_per_second": 23.023,
|
251 |
+
"eval_steps_per_second": 2.878,
|
252 |
+
"step": 194
|
253 |
}
|
254 |
],
|
255 |
+
"max_steps": 194,
|
256 |
+
"num_train_epochs": 2,
|
257 |
+
"total_flos": 202501324800000.0,
|
258 |
"trial_name": null,
|
259 |
"trial_params": null
|
260 |
}
|
training_args.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 2671
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b4e57e184be42952f12edd861103c10f3a3cdd1a9bd01f214495daf9092e23e9
|
3 |
size 2671
|