Text Generation
Transformers
Safetensors
gpt2
Unigram
Generated from Trainer
text-generation-inference
Instructions to use phonemetransformers/childes-segmentation-random-gpt2_lm-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use phonemetransformers/childes-segmentation-random-gpt2_lm-model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="phonemetransformers/childes-segmentation-random-gpt2_lm-model")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("phonemetransformers/childes-segmentation-random-gpt2_lm-model") model = AutoModelForCausalLM.from_pretrained("phonemetransformers/childes-segmentation-random-gpt2_lm-model", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use phonemetransformers/childes-segmentation-random-gpt2_lm-model with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "phonemetransformers/childes-segmentation-random-gpt2_lm-model" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "phonemetransformers/childes-segmentation-random-gpt2_lm-model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/phonemetransformers/childes-segmentation-random-gpt2_lm-model
- SGLang
How to use phonemetransformers/childes-segmentation-random-gpt2_lm-model with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "phonemetransformers/childes-segmentation-random-gpt2_lm-model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "phonemetransformers/childes-segmentation-random-gpt2_lm-model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "phonemetransformers/childes-segmentation-random-gpt2_lm-model" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "phonemetransformers/childes-segmentation-random-gpt2_lm-model", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use phonemetransformers/childes-segmentation-random-gpt2_lm-model with Docker Model Runner:
docker model run hf.co/phonemetransformers/childes-segmentation-random-gpt2_lm-model
Training in progress, step 20000
Browse files- config.json +31 -0
- model.safetensors +3 -0
- special_tokens_map.json +30 -0
- tokenizer.json +164 -0
- tokenizer_config.json +44 -0
- training_args.bin +3 -0
- vocab.json +1 -0
config.json
ADDED
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{
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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": 0.3,
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"bos_token_id": 3,
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| 8 |
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"embd_pdrop": 0.3,
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| 9 |
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"eos_token_id": 3,
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| 10 |
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"initializer_range": 0.02,
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| 11 |
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_embd": 256,
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"n_head": 8,
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"n_inner": 1024,
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"n_layer": 6,
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"n_positions": 256,
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"reorder_and_upcast_attn": false,
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| 19 |
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"resid_pdrop": 0.3,
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| 20 |
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"scale_attn_by_inverse_layer_idx": false,
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| 21 |
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"scale_attn_weights": true,
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| 22 |
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"summary_activation": null,
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| 23 |
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"summary_first_dropout": 0.1,
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| 24 |
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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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"torch_dtype": "float32",
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"transformers_version": "4.44.2",
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"use_cache": true,
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"vocab_size": 47
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:835d95400106ec6c8add7f2e9ae1eb4cd160087eaff16d70293ab48bb9279eea
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size 19274048
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special_tokens_map.json
ADDED
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@@ -0,0 +1,30 @@
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{
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"bos_token": {
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"content": "UTT_BOUNDARY",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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| 7 |
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"single_word": false
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},
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"eos_token": {
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"content": "UTT_BOUNDARY",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "PAD",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "UNK",
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"lstrip": false,
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"normalized": false,
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| 27 |
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
ADDED
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{
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| 2 |
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"version": "1.0",
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| 3 |
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"truncation": null,
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| 4 |
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"padding": null,
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| 5 |
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"added_tokens": [
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| 6 |
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{
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| 7 |
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"id": 0,
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| 8 |
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"content": "UNK",
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| 9 |
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"single_word": false,
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| 10 |
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"lstrip": false,
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| 11 |
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"rstrip": false,
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| 12 |
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"normalized": false,
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| 13 |
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"special": true
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| 14 |
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},
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| 15 |
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{
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| 16 |
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"id": 1,
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| 17 |
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"content": "PAD",
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| 18 |
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"single_word": false,
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| 19 |
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"lstrip": false,
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| 20 |
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"rstrip": false,
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| 21 |
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"normalized": false,
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| 22 |
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"special": true
|
| 23 |
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},
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| 24 |
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{
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| 25 |
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"id": 2,
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| 26 |
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"content": "WORD_BOUNDARY",
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| 27 |
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"single_word": false,
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| 28 |
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"lstrip": false,
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| 29 |
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"rstrip": false,
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| 30 |
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"normalized": false,
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| 31 |
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"special": true
|
| 32 |
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},
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| 33 |
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{
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| 34 |
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"id": 3,
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| 35 |
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"content": "UTT_BOUNDARY",
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| 36 |
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"single_word": false,
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| 37 |
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"lstrip": false,
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| 38 |
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"rstrip": false,
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| 39 |
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"normalized": false,
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| 40 |
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"special": true
|
| 41 |
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}
|
| 42 |
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],
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| 43 |
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"normalizer": {
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| 44 |
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"type": "Sequence",
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| 45 |
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"normalizers": [
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| 46 |
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{
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| 47 |
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"type": "Strip",
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| 48 |
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"strip_left": true,
|
| 49 |
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"strip_right": true
|
| 50 |
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}
|
| 51 |
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]
|
| 52 |
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},
|
| 53 |
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"pre_tokenizer": {
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| 54 |
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"type": "Whitespace"
|
| 55 |
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},
|
| 56 |
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"post_processor": {
|
| 57 |
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"type": "TemplateProcessing",
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| 58 |
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"single": [
|
| 59 |
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{
|
| 60 |
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"SpecialToken": {
|
| 61 |
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"id": "UTT_BOUNDARY",
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| 62 |
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"type_id": 0
|
| 63 |
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}
|
| 64 |
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},
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| 65 |
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{
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| 66 |
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"Sequence": {
|
| 67 |
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"id": "A",
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| 68 |
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"type_id": 0
|
| 69 |
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}
|
| 70 |
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}
|
| 71 |
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],
|
| 72 |
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"pair": [
|
| 73 |
+
{
|
| 74 |
+
"SpecialToken": {
|
| 75 |
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"id": "UTT_BOUNDARY",
|
| 76 |
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"type_id": 0
|
| 77 |
+
}
|
| 78 |
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},
|
| 79 |
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{
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| 80 |
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"Sequence": {
|
| 81 |
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"id": "A",
|
| 82 |
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"type_id": 0
|
| 83 |
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}
|
| 84 |
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},
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| 85 |
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{
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| 86 |
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"SpecialToken": {
|
| 87 |
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"id": "UTT_BOUNDARY",
|
| 88 |
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"type_id": 0
|
| 89 |
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}
|
| 90 |
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},
|
| 91 |
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{
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| 92 |
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"Sequence": {
|
| 93 |
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"id": "B",
|
| 94 |
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"type_id": 1
|
| 95 |
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}
|
| 96 |
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}
|
| 97 |
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],
|
| 98 |
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"special_tokens": {
|
| 99 |
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"UTT_BOUNDARY": {
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| 100 |
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"id": "UTT_BOUNDARY",
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| 101 |
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"ids": [
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| 102 |
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3
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| 103 |
+
],
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| 104 |
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"tokens": [
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| 105 |
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"UTT_BOUNDARY"
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| 106 |
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]
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| 107 |
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}
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| 108 |
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}
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| 109 |
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},
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| 110 |
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"decoder": null,
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| 111 |
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"model": {
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| 112 |
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"type": "WordLevel",
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| 113 |
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"vocab": {
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| 114 |
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"UNK": 0,
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| 115 |
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"PAD": 1,
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| 116 |
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"WORD_BOUNDARY": 2,
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| 117 |
+
"UTT_BOUNDARY": 3,
|
| 118 |
+
"d̠ʒ": 4,
|
| 119 |
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"ʌ": 5,
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| 120 |
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"s": 6,
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| 121 |
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"t": 7,
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| 122 |
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"l": 8,
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| 123 |
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"aɪ": 9,
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| 124 |
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"k": 10,
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| 125 |
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"j": 11,
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| 126 |
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"ʊ": 12,
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| 127 |
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"ɹ": 13,
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| 128 |
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"b": 14,
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| 129 |
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"æ": 15,
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| 130 |
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"h": 16,
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| 131 |
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"oʊ": 17,
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| 132 |
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"m": 18,
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| 133 |
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"iː": 19,
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| 134 |
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"ð": 20,
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| 135 |
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"ɛ": 21,
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| 136 |
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"z": 22,
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| 137 |
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"f": 23,
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| 138 |
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"eɪ": 24,
|
| 139 |
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"w": 25,
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| 140 |
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"ɪ": 26,
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| 141 |
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"ɡ": 27,
|
| 142 |
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"ɑ": 28,
|
| 143 |
+
"ə": 29,
|
| 144 |
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"p": 30,
|
| 145 |
+
"uː": 31,
|
| 146 |
+
"i": 32,
|
| 147 |
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"θ": 33,
|
| 148 |
+
"ŋ": 34,
|
| 149 |
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"ɔ": 35,
|
| 150 |
+
"ɔɪ": 36,
|
| 151 |
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"n": 37,
|
| 152 |
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"d": 38,
|
| 153 |
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"aʊ": 39,
|
| 154 |
+
"v": 40,
|
| 155 |
+
"ɜː": 41,
|
| 156 |
+
"t̠ʃ": 42,
|
| 157 |
+
"ʃ": 43,
|
| 158 |
+
"iə": 44,
|
| 159 |
+
"ʒ": 45,
|
| 160 |
+
"x": 46
|
| 161 |
+
},
|
| 162 |
+
"unk_token": "UNK"
|
| 163 |
+
}
|
| 164 |
+
}
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tokenizer_config.json
ADDED
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@@ -0,0 +1,44 @@
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{
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| 2 |
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"add_prefix_space": false,
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| 3 |
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"added_tokens_decoder": {
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| 4 |
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"0": {
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| 5 |
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"content": "UNK",
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| 6 |
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"lstrip": false,
|
| 7 |
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"normalized": false,
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| 8 |
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"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "PAD",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "WORD_BOUNDARY",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "UTT_BOUNDARY",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
}
|
| 36 |
+
},
|
| 37 |
+
"bos_token": "UTT_BOUNDARY",
|
| 38 |
+
"clean_up_tokenization_spaces": true,
|
| 39 |
+
"eos_token": "UTT_BOUNDARY",
|
| 40 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 41 |
+
"pad_token": "PAD",
|
| 42 |
+
"tokenizer_class": "GPT2Tokenizer",
|
| 43 |
+
"unk_token": "UNK"
|
| 44 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3170009284ceb3794083129280d311dae15a280fe7212e783ec65589dd1f78d7
|
| 3 |
+
size 5368
|
vocab.json
ADDED
|
@@ -0,0 +1 @@
|
|
|
|
|
|
|
| 1 |
+
{"UNK":0,"PAD":1,"WORD_BOUNDARY":2,"UTT_BOUNDARY":3,"d̠ʒ":4,"ʌ":5,"s":6,"t":7,"l":8,"aɪ":9,"k":10,"j":11,"ʊ":12,"ɹ":13,"b":14,"æ":15,"h":16,"oʊ":17,"m":18,"iː":19,"ð":20,"ɛ":21,"z":22,"f":23,"eɪ":24,"w":25,"ɪ":26,"ɡ":27,"ɑ":28,"ə":29,"p":30,"uː":31,"i":32,"θ":33,"ŋ":34,"ɔ":35,"ɔɪ":36,"n":37,"d":38,"aʊ":39,"v":40,"ɜː":41,"t̠ʃ":42,"ʃ":43,"iə":44,"ʒ":45,"x":46}
|