初始化项目,由ModelHub XC社区提供模型
Model: withU/kogpt2-emotion-chatbot Source: Original Platform
This commit is contained in:
27
.gitattributes
vendored
Normal file
27
.gitattributes
vendored
Normal file
@@ -0,0 +1,27 @@
|
|||||||
|
*.7z filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.arrow filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.bin filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.ftz filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.gz filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.h5 filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.joblib filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.model filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.onnx filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.ot filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.parquet filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.pb filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.pt filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.pth filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.rar filter=lfs diff=lfs merge=lfs -text
|
||||||
|
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.tflite filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.tgz filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.wasm filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.xz filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.zip filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*.zstandard filter=lfs diff=lfs merge=lfs -text
|
||||||
|
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
||||||
24
README.md
Normal file
24
README.md
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
# KoGPT2-emotion-chatbot
|
||||||
|
kogpt2 on hugging face Transformers for Psychological Counseling
|
||||||
|
- [full project link](https://github.com/jiminAn/Capstone_2022)
|
||||||
|
|
||||||
|
## how to use
|
||||||
|
```
|
||||||
|
from transformers import GPT2LMHeadModel, PreTrainedTokenizerFast
|
||||||
|
|
||||||
|
model = GPT2LMHeadModel.from_pretrained("withU/kogpt2-emotion-chatbot")
|
||||||
|
tokenizer = PreTrainedTokenizerFast.from_pretrained("withU/kogpt2-emotion-chatbot")
|
||||||
|
|
||||||
|
input_ids = tokenizer.encode("안녕", add_special_tokens=False, return_tensors="pt")
|
||||||
|
output_sequences = model.generate(input_ids=input_ids, do_sample=True, max_length=80, num_return_sequences=4)
|
||||||
|
for generated_sequence in output_sequences:
|
||||||
|
generated_sequence = generated_sequence.tolist()
|
||||||
|
print("GENERATED SEQUENCE : {0}".format(tokenizer.decode(generated_sequence, clean_up_tokenization_spaces=True)))
|
||||||
|
```
|
||||||
|
## dataset finetuned on
|
||||||
|
- [wellness dataset](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-006)
|
||||||
|
- [emotion corpus of conversations](https://aihub.or.kr/opendata/keti-data/recognition-laguage/KETI-02-010)
|
||||||
|
- [chatbot data](https://jeongukjae.github.io/tfds-korean/datasets/korean_chatbot_qa_data.html)
|
||||||
|
## references
|
||||||
|
- [WelllnessConversation-LanguageModel](https://github.com/nawnoes/WellnessConversation-LanguageModel)
|
||||||
|
- [KoGPT2: SKT-AI](https://github.com/SKT-AI/KoGPT2)
|
||||||
34
config.json
Normal file
34
config.json
Normal file
@@ -0,0 +1,34 @@
|
|||||||
|
{
|
||||||
|
"_name_or_path": "taeminlee/kogpt2",
|
||||||
|
"activation_function": "gelu_new",
|
||||||
|
"architectures": [
|
||||||
|
"GPT2LMHeadModel"
|
||||||
|
],
|
||||||
|
"attn_pdrop": 0.1,
|
||||||
|
"bos_token_id": 50256,
|
||||||
|
"embd_pdrop": 0.1,
|
||||||
|
"eos_token_id": 50256,
|
||||||
|
"initializer_range": 0.02,
|
||||||
|
"layer_norm_epsilon": 1e-05,
|
||||||
|
"model_type": "gpt2",
|
||||||
|
"n_ctx": 1024,
|
||||||
|
"n_embd": 768,
|
||||||
|
"n_head": 12,
|
||||||
|
"n_inner": null,
|
||||||
|
"n_layer": 12,
|
||||||
|
"n_positions": 1024,
|
||||||
|
"output_past": true,
|
||||||
|
"reorder_and_upcast_attn": false,
|
||||||
|
"resid_pdrop": 0.1,
|
||||||
|
"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": "4.17.0",
|
||||||
|
"use_cache": true,
|
||||||
|
"vocab_size": 50000
|
||||||
|
}
|
||||||
3
pytorch_model.bin
Normal file
3
pytorch_model.bin
Normal file
@@ -0,0 +1,3 @@
|
|||||||
|
version https://git-lfs.github.com/spec/v1
|
||||||
|
oid sha256:b044f401d2effcaaff25baefca0724b1812911ce1e5a2ad3f8fa60c1b24a1422
|
||||||
|
size 509612457
|
||||||
1
special_tokens_map.json
Normal file
1
special_tokens_map.json
Normal file
@@ -0,0 +1 @@
|
|||||||
|
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>"}
|
||||||
121172
tokenizer.json
Normal file
121172
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
1
tokenizer_config.json
Normal file
1
tokenizer_config.json
Normal file
@@ -0,0 +1 @@
|
|||||||
|
{"do_lower_case": false, "unk_token": "<unk>", "pad_token": "<pad>", "bos_token": "<s>", "eos_token": "</s>", "special_tokens_map_file": "/Users/elplaguister/.cache/huggingface/transformers/81bb172c5a6c70898d8a2e22cf133bb951e80e92f6f12d3bd4c6270bcfd8413f.9d6cd81ef646692fb1c169a880161ea1cb95f49694f220aced9b704b457e51dd", "name_or_path": "taeminlee/kogpt2", "tokenizer_class": "PreTrainedTokenizerFast"}
|
||||||
Reference in New Issue
Block a user