AlekseyKorshuk commited on
Commit
5ba433a
·
1 Parent(s): 22862bd

huggingartists

Browse files
README.md CHANGED
@@ -14,7 +14,7 @@ widget:
14
  <div class="inline-flex flex-col" style="line-height: 1.5;">
15
  <div class="flex">
16
  <div
17
- style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;https://images.genius.com/357dbca4b44758c4b734ecb5c6dd19bc.1000x1000x1.jpg&#39;)">
18
  </div>
19
  </div>
20
  <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
@@ -45,15 +45,15 @@ from datasets import load_dataset
45
  dataset = load_dataset("huggingartists/eminem")
46
  ```
47
 
48
- [Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/s2mjtgo8/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 Eminem's lyrics.
53
 
54
- Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/zikdyrc6) for full transparency and reproducibility.
55
 
56
- At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/zikdyrc6/artifacts) is logged and versioned.
57
 
58
  ## How to use
59
 
 
14
  <div class="inline-flex flex-col" style="line-height: 1.5;">
15
  <div class="flex">
16
  <div
17
+ style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url(&#39;https://images.genius.com/c7367126e7e6ebc13fcea9d4efca0204.1000x1000x1.jpg&#39;)">
18
  </div>
19
  </div>
20
  <div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
 
45
  dataset = load_dataset("huggingartists/eminem")
46
  ```
47
 
48
+ [Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/28zb6fn4/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 Eminem's lyrics.
53
 
54
+ Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/13xmoy93) for full transparency and reproducibility.
55
 
56
+ At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/13xmoy93/artifacts) is logged and versioned.
57
 
58
  ## How to use
59
 
config.json CHANGED
@@ -37,7 +37,7 @@
37
  }
38
  },
39
  "torch_dtype": "float32",
40
- "transformers_version": "4.20.0",
41
  "use_cache": true,
42
  "vocab_size": 50257
43
  }
 
37
  }
38
  },
39
  "torch_dtype": "float32",
40
+ "transformers_version": "4.20.1",
41
  "use_cache": true,
42
  "vocab_size": 50257
43
  }
evaluation.txt CHANGED
@@ -1 +1 @@
1
- {"eval_loss": 0.20774193108081818, "eval_runtime": 15.0542, "eval_samples_per_second": 42.978, "eval_steps_per_second": 5.381, "epoch": 3.0}
 
1
+ {"eval_loss": 0.16020862758159637, "eval_runtime": 14.7498, "eval_samples_per_second": 43.458, "eval_steps_per_second": 5.492, "epoch": 3.0}
flax_model.msgpack CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:758c6b87d8212253a5334ae7f98913538370445564928cae53eff8b1f96ba0d1
3
  size 497764120
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:891130706e9a8a83c13b1ad464cb04f299e99e0e9a3849145875756f76278279
3
  size 497764120
optimizer.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:a24e99d4dc7013f43cbadb32badf86893275bcd52f36e3a3e6188836728497e1
3
  size 995604017
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:af171e9d839ef3cc49ac661172fdf27a1820c6d3c9beb691041a6bafcee3d9a9
3
  size 995604017
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:470bb080f7f86a03fc1b9714d4c1fcfd018e4a30715683ad366a847fc90b25a7
3
  size 510396521
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9db2a7d718d9f692ab940a3ec3093599b47a520ee7bf78bd3faa21a7957f0182
3
  size 510396521
rng_state.pth CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1dd4f3adbf918816f8bc24c02487c37270992d6dc1de5e29ef3b17931ced7d9e
3
  size 14567
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a6b955aeda6a53da09b57ad2e2981a71eb930c7a8e24ca6228a27ee60b212374
3
  size 14567
scheduler.pt CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:2eae8c7bd95e47c6b3eb60b363caee41d6c38cf405dd6ff23467a076f503128e
3
  size 623
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4902e21b86dca9aa366cf1646ac70fcc36589bc82a3fb506255e9ffe33a791ab
3
  size 623
trainer_state.json CHANGED
@@ -1,8 +1,8 @@
1
  {
2
- "best_metric": 0.20774193108081818,
3
- "best_model_checkpoint": "output/eminem/checkpoint-908",
4
  "epoch": 2.0,
5
- "global_step": 908,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
@@ -1108,11 +1108,25 @@
1108
  "eval_samples_per_second": 42.816,
1109
  "eval_steps_per_second": 5.36,
1110
  "step": 908
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1111
  }
1112
  ],
1113
- "max_steps": 1362,
1114
  "num_train_epochs": 3,
1115
- "total_flos": 948490076160000.0,
1116
  "trial_name": null,
1117
  "trial_params": null
1118
  }
 
1
  {
2
+ "best_metric": 0.16020862758159637,
3
+ "best_model_checkpoint": "output/eminem/checkpoint-910",
4
  "epoch": 2.0,
5
+ "global_step": 910,
6
  "is_hyper_param_search": false,
7
  "is_local_process_zero": true,
8
  "is_world_process_zero": true,
 
1108
  "eval_samples_per_second": 42.816,
1109
  "eval_steps_per_second": 5.36,
1110
  "step": 908
1111
+ },
1112
+ {
1113
+ "epoch": 2.0,
1114
+ "learning_rate": 2.761634319266075e-07,
1115
+ "loss": 0.4447,
1116
+ "step": 910
1117
+ },
1118
+ {
1119
+ "epoch": 2.0,
1120
+ "eval_loss": 0.16020862758159637,
1121
+ "eval_runtime": 13.0694,
1122
+ "eval_samples_per_second": 49.046,
1123
+ "eval_steps_per_second": 6.198,
1124
+ "step": 910
1125
  }
1126
  ],
1127
+ "max_steps": 1365,
1128
  "num_train_epochs": 3,
1129
+ "total_flos": 950057828352000.0,
1130
  "trial_name": null,
1131
  "trial_params": null
1132
  }
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:59697cb8fe6b03cd91b8ebe02c7f7dde6782a826ae481ef82af6bcc802bdb131
3
  size 3311
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a4452aec611dc6857dcdfba0af4b02a078c5f386a1fbf0f4c0f867307d384e2e
3
  size 3311