Instructions to use AI4PD/ProtGPT3-1.3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AI4PD/ProtGPT3-1.3B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="AI4PD/ProtGPT3-1.3B")# Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("AI4PD/ProtGPT3-1.3B") model = AutoModelForCausalLM.from_pretrained("AI4PD/ProtGPT3-1.3B") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use AI4PD/ProtGPT3-1.3B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "AI4PD/ProtGPT3-1.3B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "AI4PD/ProtGPT3-1.3B", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/AI4PD/ProtGPT3-1.3B
- SGLang
How to use AI4PD/ProtGPT3-1.3B 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 "AI4PD/ProtGPT3-1.3B" \ --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": "AI4PD/ProtGPT3-1.3B", "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 "AI4PD/ProtGPT3-1.3B" \ --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": "AI4PD/ProtGPT3-1.3B", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use AI4PD/ProtGPT3-1.3B with Docker Model Runner:
docker model run hf.co/AI4PD/ProtGPT3-1.3B
Upload tokenizer
Browse files- special_tokens_map.json +30 -0
- tokenizer.json +143 -0
- tokenizer_config.json +73 -0
special_tokens_map.json
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{
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"bos_token": {
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"content": "<|bos|>",
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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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"eos_token": {
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"content": "<|eos|>",
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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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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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{
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"version": "1.0",
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"truncation": null,
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"padding": null,
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"added_tokens": [
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{
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"id": 0,
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"content": "<|pad|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 1,
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"content": "<|bos|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 2,
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"content": "<|eos|>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 3,
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"content": "[UNK]",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 31,
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"content": "<s>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 32,
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"content": "</s>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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},
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{
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"id": 33,
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"content": "<unk>",
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"single_word": false,
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"lstrip": false,
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"rstrip": false,
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"normalized": false,
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"special": true
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}
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],
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"normalizer": null,
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"pre_tokenizer": {
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"type": "Split",
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"pattern": {
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"String": ""
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},
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"behavior": "Isolated",
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"invert": false
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},
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"post_processor": {
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"type": "TemplateProcessing",
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"single": [
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{
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"Sequence": {
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"id": "A",
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"type_id": 0
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}
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}
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],
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"pair": [
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{
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"Sequence": {
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"id": "A",
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"type_id": 0
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}
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},
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{
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"Sequence": {
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"id": "B",
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"type_id": 1
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}
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}
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],
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"special_tokens": {}
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},
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"decoder": null,
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"model": {
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"type": "WordLevel",
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"vocab": {
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"<|pad|>": 0,
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"<|bos|>": 1,
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"<|eos|>": 2,
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"[UNK]": 3,
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"1": 4,
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"2": 5,
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"A": 6,
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"B": 7,
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"C": 8,
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"D": 9,
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"E": 10,
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"F": 11,
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"G": 12,
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"H": 13,
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"I": 14,
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"K": 15,
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"L": 16,
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"M": 17,
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"N": 18,
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"O": 19,
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"P": 20,
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"Q": 21,
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"R": 22,
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"S": 23,
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"T": 24,
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"U": 25,
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"V": 26,
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"W": 27,
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"X": 28,
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"Y": 29,
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"Z": 30
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},
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"unk_token": "[UNK]"
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}
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}
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tokenizer_config.json
ADDED
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@@ -0,0 +1,73 @@
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{
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"add_bos_token": false,
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| 3 |
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"add_eos_token": false,
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| 4 |
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"add_prefix_space": null,
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| 5 |
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"added_tokens_decoder": {
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"0": {
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"content": "<|pad|>",
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| 8 |
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"lstrip": false,
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| 9 |
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"normalized": false,
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| 10 |
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"rstrip": false,
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| 11 |
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"single_word": false,
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| 12 |
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"special": true
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| 13 |
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},
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| 14 |
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"1": {
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"content": "<|bos|>",
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| 16 |
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"lstrip": false,
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| 17 |
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"normalized": false,
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| 18 |
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"rstrip": false,
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| 19 |
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"single_word": false,
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| 20 |
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"special": true
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| 21 |
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},
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| 22 |
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"2": {
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"content": "<|eos|>",
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| 24 |
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"lstrip": false,
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| 25 |
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"normalized": false,
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| 26 |
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"rstrip": false,
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| 27 |
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"single_word": false,
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| 28 |
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"special": true
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| 29 |
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},
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| 30 |
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"3": {
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| 31 |
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"content": "[UNK]",
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| 32 |
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"lstrip": false,
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| 33 |
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"normalized": false,
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| 34 |
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"rstrip": false,
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| 35 |
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"single_word": false,
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| 36 |
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"special": true
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| 37 |
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},
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| 38 |
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"31": {
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| 39 |
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"content": "<s>",
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| 40 |
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"lstrip": false,
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| 41 |
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"normalized": false,
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| 42 |
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"rstrip": false,
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| 43 |
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"single_word": false,
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| 44 |
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"special": true
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| 45 |
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},
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| 46 |
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"32": {
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| 47 |
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"content": "</s>",
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| 48 |
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"lstrip": false,
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| 49 |
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"normalized": false,
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| 50 |
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"rstrip": false,
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| 51 |
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"single_word": false,
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| 52 |
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"special": true
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| 53 |
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},
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| 54 |
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"33": {
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| 55 |
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"content": "<unk>",
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| 56 |
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"lstrip": false,
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| 57 |
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"normalized": false,
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| 58 |
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"rstrip": false,
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| 59 |
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"single_word": false,
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| 60 |
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"special": true
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| 61 |
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}
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| 62 |
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},
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| 63 |
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"bos_token": "<|bos|>",
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| 64 |
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"clean_up_tokenization_spaces": false,
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| 65 |
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"eos_token": "<|eos|>",
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| 66 |
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"extra_special_tokens": {},
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| 67 |
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"legacy": true,
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| 68 |
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"model_max_length": 1025,
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| 69 |
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"pad_token": "<|pad|>",
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| 70 |
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"tokenizer_class": "LlamaTokenizerFast",
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| 71 |
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"unk_token": "<unk>",
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| 72 |
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"use_default_system_prompt": false
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| 73 |
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}
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