Commit
•
ef0b90d
1
Parent(s):
6d4515e
huggingartists
Browse files- README.md +4 -4
- config.json +4 -2
- evaluation.txt +1 -1
- flax_model.msgpack +1 -1
- optimizer.pt +1 -1
- pytorch_model.bin +2 -2
- rng_state.pth +1 -1
- scheduler.pt +1 -1
- tokenizer.json +0 -0
- tokenizer_config.json +1 -1
- trainer_state.json +701 -7
- training_args.bin +2 -2
README.md
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@@ -14,7 +14,7 @@ widget:
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<div class="inline-flex flex-col" style="line-height: 1.5;">
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<div class="flex">
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<div
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style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/
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</div>
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</div>
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<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
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@@ -45,15 +45,15 @@ from datasets import load_dataset
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dataset = load_dataset("huggingartists/kanye-west")
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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 Kanye West'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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<div class="inline-flex flex-col" style="line-height: 1.5;">
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<div class="flex">
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<div
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style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/54520386ec39aca6408c7e2c156ae10a.399x399x1.png')">
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</div>
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</div>
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<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
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dataset = load_dataset("huggingartists/kanye-west")
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```
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+
[Explore the data](https://wandb.ai/huggingartists/huggingartists/runs/hl7afoso/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 Kanye West's lyrics.
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Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/huggingartists/huggingartists/runs/28dw8m5v) for full transparency and reproducibility.
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At the end of training, [the final model](https://wandb.ai/huggingartists/huggingartists/runs/28dw8m5v/artifacts) is logged and versioned.
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## How to use
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config.json
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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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"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": "kanye-west",
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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": "4.18.0",
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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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{"eval_loss": 3.
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{"eval_loss": 3.2069807052612305, "eval_runtime": 34.4687, "eval_samples_per_second": 21.962, "eval_steps_per_second": 2.756, "epoch": 2.0}
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flax_model.msgpack
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size 497764120
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size 497764120
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optimizer.pt
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pytorch_model.bin
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rng_state.pth
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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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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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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/kanye-west", "tokenizer_class": "GPT2Tokenizer"}
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trainer_state.json
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{
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"best_metric": 3.
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"best_model_checkpoint": "output/kanye-west/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": 22.04,
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"eval_steps_per_second": 2.767,
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"step": 532
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"learning_rate": 0.00013718989163256484,
|
| 1337 |
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"loss": 3.1863,
|
| 1338 |
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"step": 1095
|
| 1339 |
+
},
|
| 1340 |
+
{
|
| 1341 |
+
"epoch": 2.0,
|
| 1342 |
+
"eval_loss": 3.2069807052612305,
|
| 1343 |
+
"eval_runtime": 34.3846,
|
| 1344 |
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"eval_samples_per_second": 22.016,
|
| 1345 |
+
"eval_steps_per_second": 2.763,
|
| 1346 |
+
"step": 1098
|
| 1347 |
}
|
| 1348 |
],
|
| 1349 |
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"max_steps": 1098,
|
| 1350 |
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"num_train_epochs": 2,
|
| 1351 |
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"total_flos": 1146157498368000.0,
|
| 1352 |
"trial_name": null,
|
| 1353 |
"trial_params": null
|
| 1354 |
}
|
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 sha256:93bde65575ca16798c05d90b196d6e2572649372b8eaf2784f4f116cb2de0f1f
|
| 3 |
+
size 3055
|