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Browse files- model/README.md +0 -46
- model/config.json +0 -39
- model/merges.txt +0 -0
- model/pytorch_model.bin +0 -3
- model/special_tokens_map.json +0 -6
- model/tokenizer.json +0 -0
- model/tokenizer_config.json +0 -10
- model/training_args.bin +0 -3
- model/vocab.json +0 -0
model/README.md
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---
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license: mit
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tags:
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- generated_from_trainer
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model-index:
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- name: prompt-extend
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results: []
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---
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[](https://huggingface.co/spaces/daspartho/prompt-extend)
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# Prompt Extend
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Text generation model for generating suitable style cues given the main idea for a prompt.
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It is a GPT-2 model trained on [dataset](https://huggingface.co/datasets/daspartho/stable-diffusion-prompts) of stable diffusion prompts.
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0001
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- train_batch_size: 128
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- eval_batch_size: 256
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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: cosine
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 5
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 3.7436 | 1.0 | 12796 | 2.5429 |
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| 2.3292 | 2.0 | 25592 | 2.0711 |
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| 1.9439 | 3.0 | 38388 | 1.8447 |
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| 1.7059 | 4.0 | 51184 | 1.7325 |
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| 1.5775 | 5.0 | 63980 | 1.7110 |
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### Framework versions
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- Transformers 4.24.0
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- Pytorch 1.13.0+cu117
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- Datasets 2.7.1
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- Tokenizers 0.13.2
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model/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": 0,
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"embd_pdrop": 0.1,
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"eos_token_id": 0,
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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": 128,
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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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"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": "float32",
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"transformers_version": "4.24.0",
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"use_cache": true,
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"vocab_size": 52000
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}
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model/merges.txt
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model/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:9b2b0c3fa1c9ca9c46fcde7690c72facfdc736802ec22d9144db4f82ae9a4f9e
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size 515752509
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model/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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model/tokenizer.json
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model/tokenizer_config.json
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{
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"add_prefix_space": false,
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"bos_token": "<|endoftext|>",
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"eos_token": "<|endoftext|>",
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"model_max_length": 1024,
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"name_or_path": "daspartho/prompt-tokenizer",
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"special_tokens_map_file": null,
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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model/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:feb1020a4f463c27cf23421abb9ec75003c289d820d4ebbe52b15d9af77b46c2
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size 3387
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model/vocab.json
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