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Model: heegyu/gpt2-emotion Source: Original Platform
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README.md
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README.md
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---
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license: mit
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datasets:
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- emotion
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language:
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- en
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library_name: transformers
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---
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- **Developed by:** Heegyu Kim
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- **Model type:** GPT-2
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- **Language(s) (NLP):** English
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- **License:** MIT
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# Uses
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```
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from transformers import pipeline
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generator = pipeline('text-generation', 'heegyu/gpt2-emotion')
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prompt = "sadness I'm so " # start token should be one of ["sadness", "joy", "love", "anger", "fear", "surprise"]
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print(generator(prompt)[0]['generated_text'])
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>>> sadness I'm so tired of seeing all the stupid things that i ve learned from past years that i feel like ive been so stupid and blah and then i feel like ive just wasted all my energy doing stupid shit like how i never
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```
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config.json
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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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"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": "4.26.1",
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"use_cache": true,
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"vocab_size": 50257
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}
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generation_config.json
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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": "4.26.1"
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}
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pytorch_model.bin
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pytorch_model.bin
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special_tokens_map.json
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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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{
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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": "gpt2",
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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{
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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