Commit
•
272cc03
1
Parent(s):
693831a
huggingartists
Browse files- README.md +3 -3
- config.json +1 -1
- 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
- tokenizer_config.json +1 -1
- trainer_state.json +3511 -7
- training_args.bin +1 -1
README.md
CHANGED
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@@ -45,15 +45,15 @@ from datasets import load_dataset
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dataset = load_dataset("huggingartists/bob-dylan")
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```
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-
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/
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## Training procedure
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The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on Bob Dylan's lyrics.
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-
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/
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-
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/
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## How to use
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dataset = load_dataset("huggingartists/bob-dylan")
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```
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+
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/12pi332s/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
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## Training procedure
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The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on Bob Dylan's lyrics.
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+
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/34f7xa4s) for full transparency and reproducibility.
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+
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/34f7xa4s/artifacts) is logged and versioned.
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## How to use
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config.json
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@@ -1,5 +1,5 @@
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{
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-
"_name_or_path": "
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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{
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+
"_name_or_path": "huggingartists/bob-dylan",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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evaluation.txt
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@@ -1 +1 @@
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{"eval_loss":
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{"eval_loss": 1.7831153869628906, "eval_runtime": 20.4767, "eval_samples_per_second": 21.927, "eval_steps_per_second": 2.784, "epoch": 11.0}
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flax_model.msgpack
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 497764120
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:5455703e728e3cd6ffaf593b10aa5cf2233c7023ca11e9c24155e6a409f30a46
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size 497764120
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optimizer.pt
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 995604017
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:0b57dd3c115876c0c7ea6456370527f6da21f3a6c9135e1da512b9308141a7e4
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size 995604017
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 510403817
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:32d33cb397d94e7ed9e2034a93b3d7fc4a7c2474a08659ab20f0ff40914ebf69
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size 510403817
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 14567
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:1bb5c4b938e52242f003d2aafdabeacb8b2645526444936a3f4c1786f434041a
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size 14567
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 623
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:6b7edfdb51a39bca06643e38f8438d076a87c514b98497804d576bdb518cb004
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size 623
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tokenizer_config.json
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-
{"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": "
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+
{"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/bob-dylan", "tokenizer_class": "GPT2Tokenizer"}
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trainer_state.json
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{
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-
"best_metric":
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-
"best_model_checkpoint": "output/bob-dylan/checkpoint-
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-
"epoch":
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-
"global_step":
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"eval_samples_per_second": 22.833,
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"eval_steps_per_second": 2.901,
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"step": 321
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|
| 3899 |
+
"epoch": 10.0,
|
| 3900 |
+
"eval_loss": 1.7831153869628906,
|
| 3901 |
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"eval_runtime": 20.3518,
|
| 3902 |
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"eval_samples_per_second": 22.062,
|
| 3903 |
+
"eval_steps_per_second": 2.801,
|
| 3904 |
+
"step": 3180
|
| 3905 |
}
|
| 3906 |
],
|
| 3907 |
+
"max_steps": 3498,
|
| 3908 |
+
"num_train_epochs": 11,
|
| 3909 |
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"total_flos": 3314620071936000.0,
|
| 3910 |
"trial_name": null,
|
| 3911 |
"trial_params": null
|
| 3912 |
}
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
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| 2 |
-
oid sha256:
|
| 3 |
size 2863
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca4b64b447bcbc63fee889d7ebeafbf9eae6a003aa7f37b487c1df50308adc16
|
| 3 |
size 2863
|