Model save
Browse files- README.md +57 -0
- all_results.json +9 -0
- config.json +39 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +6 -0
- tokenizer.json +0 -0
- tokenizer_config.json +20 -0
- train_results.json +9 -0
- trainer_state.json +280 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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base_model: gpt2
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library_name: transformers
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model_name: gpt2-cpt-dutch
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tags:
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- generated_from_trainer
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- trl
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- sft
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licence: license
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---
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# Model Card for gpt2-cpt-dutch
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This model is a fine-tuned version of [gpt2](https://huggingface.co/gpt2).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="Alqayed2024/gpt2-cpt-dutch", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/ahmed-alhammadi-technology-innovation-institute/huggingface/runs/ktrmzdcf)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.12.0
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- Transformers: 4.46.1
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- Pytorch: 2.5.1
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- Datasets: 3.1.0
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- Tokenizers: 0.20.1
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## Citations
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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all_results.json
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{
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"epoch": 1.0,
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"total_flos": 2783887138750464.0,
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"train_loss": 0.0,
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| 5 |
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"train_runtime": 2.3096,
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| 6 |
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"train_samples": 12593,
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| 7 |
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"train_samples_per_second": 4599.857,
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"train_steps_per_second": 71.873
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}
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config.json
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{
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"_name_or_path": "gpt2",
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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": 50256,
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"embd_pdrop": 0.1,
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"eos_token_id": 50256,
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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": 768,
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"n_head": 12,
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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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| 22 |
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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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"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": 50
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}
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},
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"torch_dtype": "bfloat16",
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"transformers_version": "4.46.1",
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"use_cache": false,
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"vocab_size": 50257
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 50256,
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"eos_token_id": 50256,
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"transformers_version": "4.46.1"
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}
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merges.txt
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The diff for this file is too large to render.
See raw diff
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b5e56ad414e88a43f621e6e58d714e9fa67975af8ef1c5bcfebe07217baca59f
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size 248894656
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special_tokens_map.json
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{
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"pad_token": "<|endoftext|>",
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"unk_token": "<|endoftext|>"
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"50256": {
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"content": "<|endoftext|>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": false,
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| 15 |
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"eos_token": "<|endoftext|>",
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| 16 |
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"model_max_length": 1024,
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| 17 |
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"pad_token": "<|endoftext|>",
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| 18 |
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"tokenizer_class": "GPT2Tokenizer",
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| 19 |
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"unk_token": "<|endoftext|>"
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}
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train_results.json
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{
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"epoch": 1.0,
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"total_flos": 2783887138750464.0,
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| 4 |
+
"train_loss": 0.0,
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| 5 |
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"train_runtime": 2.3096,
|
| 6 |
+
"train_samples": 12593,
|
| 7 |
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"train_samples_per_second": 4599.857,
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| 8 |
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"train_steps_per_second": 71.873
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| 9 |
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}
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trainer_state.json
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{
|
| 2 |
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"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
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"eval_steps": 500,
|
| 6 |
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"global_step": 166,
|
| 7 |
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"is_hyper_param_search": false,
|
| 8 |
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"is_local_process_zero": true,
|
| 9 |
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"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
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"epoch": 0.012048192771084338,
|
| 13 |
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"grad_norm": 5.144875488861497,
|
| 14 |
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"learning_rate": 2.2222222222222223e-05,
|
| 15 |
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"loss": 5.2383,
|
| 16 |
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"step": 1
|
| 17 |
+
},
|
| 18 |
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{
|
| 19 |
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"epoch": 0.060240963855421686,
|
| 20 |
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"grad_norm": 4.400640807642775,
|
| 21 |
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"learning_rate": 0.00011111111111111112,
|
| 22 |
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"loss": 5.1426,
|
| 23 |
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"step": 5
|
| 24 |
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},
|
| 25 |
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{
|
| 26 |
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"epoch": 0.12048192771084337,
|
| 27 |
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