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Model: Pyjay/gpt2-medium-dutch-finetuned-text-generation Source: Original Platform
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checkpoint-*/
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README.md
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README.md
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---
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tags:
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- generated_from_trainer
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model_index:
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- name: gpt2-medium-dutch-finetuned-text-generation
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results:
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- task:
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name: Causal Language Modeling
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type: text-generation
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# gpt2-medium-dutch-finetuned-text-generation
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This model is a fine-tuned version of [GroNLP/gpt2-medium-dutch-embeddings](https://huggingface.co/GroNLP/gpt2-medium-dutch-embeddings) on an unkown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.9268
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| No log | 1.0 | 394 | 4.0144 |
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| 3.3633 | 2.0 | 788 | 3.9379 |
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| 2.7108 | 3.0 | 1182 | 3.9268 |
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### Framework versions
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- Transformers 4.9.0
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- Pytorch 1.9.0+cu102
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- Datasets 1.10.2
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- Tokenizers 0.10.3
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config.json
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{
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"_name_or_path": "GroNLP/gpt2-medium-dutch-embeddings",
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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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"attn_pdrop": 0.1,
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"bos_token_id": 1,
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"embd_pdrop": 0.1,
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"eos_token_id": 2,
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"gradient_checkpointing": false,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 1024,
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"n_head": 16,
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"n_inner": null,
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"n_layer": 24,
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"n_positions": 1024,
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"n_special": 0,
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"pad_token_id": 0,
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"predict_special_tokens": true,
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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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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"task_specific_params": {
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"text-generation": {
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"do_sample": true,
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"max_length": 100,
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"no_repeat_ngram_size": 4,
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"num_beams": 10,
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"repetition_penalty": 10.0,
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"temperature": 2.0,
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"top_k": 20,
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"top_p": 0.9
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}
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},
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"torch_dtype": "float32",
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"transformers_version": "4.9.0",
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"use_cache": true,
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"vocab_size": 40000
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}
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{"unk_token": "<unk>", "bos_token": "<s>", "eos_token": "</s>", "add_prefix_space": false, "special_tokens_map_file": "/root/.cache/huggingface/transformers/eea55dc204333a37c9f45d89c1052c0a9d63e06b9436506032d8242ad5e6df36.78b6ed69c656c44d9052f32c25d283e88026750a6f2b9eda91648840c84ef783", "name_or_path": "GroNLP/gpt2-medium-dutch-embeddings", "tokenizer_class": "GPT2Tokenizer"}
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