ninagroot/GPT2-705M

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README.md +98 -0
added_tokens.json +3 -0
config.json +32 -0
generation_config.json +7 -0
merges.txt +4252 -0
model.safetensors +3 -0
runs/Apr29_16-13-26_gcn21.local.snellius.surf.nl/events.out.tfevents.1714400015.gcn21.local.snellius.surf.nl.467660.0 +3 -0
runs/Apr29_16-32-19_gcn56.local.snellius.surf.nl/events.out.tfevents.1714401149.gcn56.local.snellius.surf.nl.681085.0 +3 -0
special_tokens_map.json +6 -0
tokenizer.json +0 -0
tokenizer_config.json +44 -0
training_args.bin +3 -0
vocab.json +1 -0

README.md ADDED Viewed

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+---
+tags:
+- generated_from_trainer
+model-index:
+- name: GPT2-705M
+  results: []
+---
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+# GPT2-705M
+This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 3.7710
+## Model description
+More information needed
+## Intended uses & limitations
+More information needed
+## Training and evaluation data
+More information needed
+## Training procedure
+### Training hyperparameters
+The following hyperparameters were used during training:
+- learning_rate: 0.00025
+- train_batch_size: 16
+- eval_batch_size: 8
+- seed: 42
+- gradient_accumulation_steps: 8
+- total_train_batch_size: 128
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: cosine
+- lr_scheduler_warmup_steps: 300
+- num_epochs: 40
+- mixed_precision_training: Native AMP
+### Training results
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 8.1532        | 1.0   | 3    | 7.4554          |
+| 6.3073        | 2.0   | 6    | 6.3638          |
+| 5.7181        | 3.0   | 9    | 5.8153          |
+| 4.959         | 4.0   | 12   | 5.3005          |
+| 4.6181        | 5.0   | 15   | 5.1042          |
+| 4.333         | 6.0   | 18   | 4.8877          |
+| 4.1506        | 7.0   | 21   | 4.6619          |
+| 4.0683        | 8.0   | 24   | 4.3450          |
+| 3.9754        | 9.0   | 27   | 4.1621          |
+| 3.6008        | 10.0  | 30   | 3.9766          |
+| 3.3515        | 11.0  | 33   | 3.9028          |
+| 3.3668        | 12.0  | 36   | 3.8544          |
+| 3.0457        | 13.0  | 39   | 3.7981          |
+| 3.1136        | 14.0  | 42   | 3.8569          |
+| 2.7678        | 15.0  | 45   | 3.6741          |
+| 2.7723        | 16.0  | 48   | 3.5930          |
+| 2.5602        | 17.0  | 51   | 3.6563          |
+| 2.3488        | 18.0  | 54   | 3.6320          |
+| 2.2859        | 19.0  | 57   | 3.6814          |
+| 2.281         | 20.0  | 60   | 3.5811          |
+| 2.1403        | 21.0  | 63   | 3.7132          |
+| 1.9785        | 22.0  | 66   | 3.6227          |
+| 1.8955        | 23.0  | 69   | 3.7339          |
+| 1.7844        | 24.0  | 72   | 3.6224          |
+| 1.6295        | 25.0  | 75   | 3.7343          |
+| 1.4971        | 26.0  | 78   | 3.5833          |
+| 1.4807        | 27.0  | 81   | 3.6600          |
+| 1.4306        | 28.0  | 84   | 3.7927          |
+| 1.4044        | 29.0  | 87   | 3.7263          |
+| 1.3992        | 30.0  | 90   | 3.7196          |
+| 1.2835        | 31.0  | 93   | 3.8052          |
+| 1.4999        | 32.0  | 96   | 3.6814          |
+| 1.3127        | 33.0  | 99   | 3.8033          |
+| 1.2991        | 34.0  | 102  | 3.8336          |
+| 1.4763        | 35.0  | 105  | 3.7429          |
+| 1.3821        | 36.0  | 108  | 3.7676          |
+| 1.4559        | 37.0  | 111  | 3.7821          |
+| 1.4438        | 38.0  | 114  | 3.7221          |
+| 1.5194        | 39.0  | 117  | 3.7827          |
+| 1.3124        | 40.0  | 120  | 3.7710          |
+### Framework versions
+- Transformers 4.39.1
+- Pytorch 2.1.2+cu121
+- Datasets 2.16.1
+- Tokenizers 0.15.0

added_tokens.json ADDED Viewed

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+{
+  "<|endoftext|>": 4388
+}

config.json ADDED Viewed

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+{
+  "activation_function": "gelu_new",
+  "architectures": [
+    "GPT2LMHeadModel"
+  ],
+  "attn_pdrop": 0.0,
+  "bos_token_id": 50256,
+  "embd_pdrop": 0.0,
+  "eos_token_id": 50256,
+  "initializer_range": 0.02,
+  "layer_norm_epsilon": 1e-05,
+  "model_type": "gpt2",
+  "n_embd": 1536,
+  "n_head": 16,
+  "n_inner": null,
+  "n_layer": 24,
+  "n_positions": 256,
+  "pad_token_id": 0,
+  "reorder_and_upcast_attn": false,
+  "resid_pdrop": 0.0,
+  "scale_attn_by_inverse_layer_idx": false,
+  "scale_attn_weights": true,
+  "summary_activation": null,
+  "summary_first_dropout": 0.1,
+  "summary_proj_to_labels": true,
+  "summary_type": "cls_index",
+  "summary_use_proj": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.1",
+  "use_cache": true,
+  "vocab_size": 4388
+}

generation_config.json ADDED Viewed

	@@ -0,0 +1,7 @@

+{
+  "_from_model_config": true,
+  "bos_token_id": 50256,
+  "eos_token_id": 50256,
+  "pad_token_id": 0,
+  "transformers_version": "4.39.1"
+}

merges.txt ADDED Viewed

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