Commit
·
53f49cf
1
Parent(s):
6e67db2
huggingartists
Browse files- README.md +3 -3
- config.json +4 -2
- 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 +309 -7
- training_args.bin +2 -2
README.md
CHANGED
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@@ -45,15 +45,15 @@ from datasets import load_dataset
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dataset = load_dataset("huggingartists/50-cent")
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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 50 Cent'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/50-cent")
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```
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+
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/2iekmvbo/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 50 Cent's lyrics.
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+
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/1zrybuom) for full transparency and reproducibility.
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+
At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/1zrybuom/artifacts) is logged and versioned.
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## How to use
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config.json
CHANGED
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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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@@ -18,7 +18,9 @@
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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"resid_pdrop": 0.1,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.
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"use_cache": true,
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"vocab_size": 50257
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}
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{
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"_name_or_path": "50-cent",
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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"n_inner": null,
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"n_layer": 12,
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"n_positions": 1024,
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+
"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.15.0",
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"use_cache": true,
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"vocab_size": 50257
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}
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evaluation.txt
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@@ -1 +1 @@
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-
{"eval_loss": 3.
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{"eval_loss": 3.1829922199249268, "eval_runtime": 18.7316, "eval_samples_per_second": 20.82, "eval_steps_per_second": 2.616, "epoch": 3.0}
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flax_model.msgpack
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rng_state.pth
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trainer_state.json
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