Upload folder using huggingface_hub
Browse files- README.md +163 -0
- config.json +28 -0
- generation_config.json +7 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +30 -0
- tokenizer.json +0 -0
- tokenizer_config.json +866 -0
README.md
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---
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license: mit
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base_model: croissantllm/CroissantCool-v0.2
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tags:
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- generated_from_trainer
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model-index:
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- name: gpfs/workdir/fayssema/models/out_newtok_dataset1
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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[<img src="https://raw.githubusercontent.com/OpenAccess-AI-Collective/axolotl/main/image/axolotl-badge-web.png" alt="Built with Axolotl" width="200" height="32"/>](https://github.com/OpenAccess-AI-Collective/axolotl)
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<details><summary>See axolotl config</summary>
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axolotl version: `0.4.0`
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```yaml
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base_model: croissantllm/CroissantCool-v0.2
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model_type: LlamaForCausalLM
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tokenizer_type: LlamaTokenizerFast
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is_llama_derived_model: true
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special_tokens:
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bos_token: "<s>"
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eos_token: "</s>"
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unk_token: "<unk>"
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tokens:
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- "<|im_start|>"
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- "<|im_end|>"
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load_in_8bit: false
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load_in_4bit: false
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strict: false
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datasets:
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- path: manu/dataset_1
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split: train
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type: sharegpt
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chat_template: "chatml"
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default_system_message: null
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dataset_prepared_path: new_pii_2
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val_set_size: 0.05
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output_dir: /gpfs/workdir/fayssema/models/out_newtok_dataset1
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sequence_len: 2048
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sample_packing: false
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pad_to_sequence_len: false
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adapter:
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+
lora_model_dir:
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lora_r:
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+
lora_alpha:
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+
lora_dropout:
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+
lora_target_linear:
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+
lora_fan_in_fan_out:
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+
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+
wandb_project:
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wandb_entity:
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wandb_watch:
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wandb_name:
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wandb_log_model:
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+
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gradient_accumulation_steps: 2
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micro_batch_size: 16
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num_epochs: 3
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# optimizer: adamw_bnb_8bit
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lr_scheduler: cosine
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learning_rate: 0.00003
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train_on_inputs: false
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group_by_length: false
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bf16: auto
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fp16: false
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tf32: true
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gradient_checkpointing: true
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early_stopping_patience:
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resume_from_checkpoint:
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local_rank:
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logging_steps: 1
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xformers_attention:
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flash_attention: true
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flash_attn_cross_entropy: false
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flash_attn_rms_norm: true
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flash_attn_fuse_qkv: false
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flash_attn_fuse_mlp: true
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warmup_steps: 100
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evals_per_epoch: 4
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eval_table_size:
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saves_per_epoch: 1
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debug:
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deepspeed: #deepspeed_configs/zero2.json # multi-gpu only
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weight_decay: 0.05
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fsdp:
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fsdp_config:
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```
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</details><br>
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# gpfs/workdir/fayssema/models/out_newtok_dataset1
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This model is a fine-tuned version of [croissantllm/CroissantCool-v0.2](https://huggingface.co/croissantllm/CroissantCool-v0.2) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0087
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 3e-05
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- train_batch_size: 16
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- eval_batch_size: 16
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 32
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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_steps: 100
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.0845 | 0.0 | 1 | 0.8684 |
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| 0.1841 | 0.25 | 73 | 0.0205 |
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| 0.2394 | 0.51 | 146 | 0.0134 |
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| 0.1685 | 0.76 | 219 | 0.0128 |
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| 0.1385 | 1.01 | 292 | 0.0209 |
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| 0.1561 | 1.26 | 365 | 0.0128 |
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| 0.1352 | 1.52 | 438 | 0.0090 |
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| 0.162 | 1.77 | 511 | 0.0094 |
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| 0.0661 | 2.02 | 584 | 0.0085 |
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| 0.1344 | 2.27 | 657 | 0.0089 |
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| 0.0718 | 2.53 | 730 | 0.0088 |
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| 0.0942 | 2.78 | 803 | 0.0087 |
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### Framework versions
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- Transformers 4.38.0.dev0
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- Pytorch 2.3.0+cu121
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- Datasets 2.16.1
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "croissantllm/CroissantCool-v0.2",
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"architectures": [
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"LlamaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"hidden_size": 2048,
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"initializer_range": 0.02,
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"intermediate_size": 5504,
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"max_position_embeddings": 2048,
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"model_type": "llama",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"num_key_value_heads": 16,
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"pretraining_tp": 1,
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"rms_norm_eps": 1e-05,
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21 |
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"rope_scaling": null,
|
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"rope_theta": 10000.0,
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"tie_word_embeddings": false,
|
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+
"torch_dtype": "bfloat16",
|
25 |
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"transformers_version": "4.38.0.dev0",
|
26 |
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"use_cache": false,
|
27 |
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"vocab_size": 32002
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}
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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": 1,
|
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"do_sample": true,
|
5 |
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"eos_token_id": 2,
|
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"transformers_version": "4.38.0.dev0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:04a1273d9ecf3caa3be1d0b1d69b0036e1f691a39a89137c14f4a7f4ad20a2f7
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+
size 2690937142
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<s>",
|
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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": "</s>",
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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": "</s>",
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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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tokenizer_config.json
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|
1 |
+
{
|
2 |
+
"add_bos_token": true,
|
3 |
+
"add_eos_token": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
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"0": {
|
6 |
+
"content": "<unk>",
|
7 |
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|
8 |
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|
9 |
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|
10 |
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|
11 |
+
"special": true
|
12 |
+
},
|
13 |
+
"1": {
|
14 |
+
"content": "<s>",
|
15 |
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|
16 |
+
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|
17 |
+
"rstrip": false,
|
18 |
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|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"2": {
|
22 |
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"content": "</s>",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
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|
27 |
+
"special": true
|
28 |
+
},
|
29 |
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"3": {
|
30 |
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"content": "<pad>",
|
31 |
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|
32 |
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|
33 |
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|
34 |
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|
35 |
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"special": true
|
36 |
+
},
|
37 |
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"4": {
|
38 |
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|
39 |
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|
40 |
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|
41 |
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|
42 |
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|
43 |
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"special": true
|
44 |
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},
|
45 |
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"5": {
|
46 |
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|
47 |
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|
48 |
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|
49 |
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|
50 |
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|
51 |
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|
52 |
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},
|
53 |
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"6": {
|
54 |
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|
55 |
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|
56 |
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|
57 |
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|
58 |
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|
59 |
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|
60 |
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|
61 |
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"7": {
|
62 |
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|
63 |
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|
64 |
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|
65 |
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|
66 |
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|
67 |
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|
68 |
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|
69 |
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"8": {
|
70 |
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|
71 |
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|
72 |
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|
73 |
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|
74 |
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|
75 |
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|
76 |
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|
77 |
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"9": {
|
78 |
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|
79 |
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|
80 |
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|
81 |
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|
82 |
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|
83 |
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|
84 |
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|
85 |
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"10": {
|
86 |
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|
87 |
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|
88 |
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|
89 |
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|
90 |
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|
91 |
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|
92 |
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|
93 |
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"11": {
|
94 |
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|
95 |
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|
96 |
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|
97 |
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|
98 |
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|
99 |
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|
100 |
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},
|
101 |
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"12": {
|
102 |
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|
103 |
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|
104 |
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|
105 |
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|
106 |
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|
107 |
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|
108 |
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},
|
109 |
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"13": {
|
110 |
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|
111 |
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|
112 |
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|
113 |
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|
114 |
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|
115 |
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|
116 |
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},
|
117 |
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"14": {
|
118 |
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|
119 |
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|
120 |
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|
121 |
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|
122 |
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|
123 |
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|
124 |
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|
125 |
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|
126 |
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|
127 |
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|
128 |
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|
129 |
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|
130 |
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|
131 |
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|
132 |
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|
133 |
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|
134 |
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|
135 |
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|
136 |
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|
137 |
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|
138 |
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|
139 |
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|
140 |
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141 |
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|
142 |
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|
143 |
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|
144 |
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|
145 |
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|
146 |
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|
147 |
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|
148 |
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|
149 |
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|
150 |
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|
151 |
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|
152 |
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|
153 |
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|
154 |
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155 |
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|
156 |
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|
157 |
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|
158 |
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|
159 |
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|
160 |
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|
161 |
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162 |
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|
163 |
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|
164 |
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},
|
165 |
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"20": {
|
166 |
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|
167 |
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|
168 |
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|
169 |
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|
170 |
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|
171 |
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|
172 |
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},
|
173 |
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"21": {
|
174 |
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|
175 |
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|
176 |
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|
177 |
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|
178 |
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|
179 |
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|
180 |
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},
|
181 |
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"22": {
|
182 |
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|
183 |
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|
184 |
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|
185 |
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|
186 |
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|
187 |
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|
188 |
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|
189 |
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|
190 |
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|
191 |
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|
192 |
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|
193 |
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|
194 |
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|
195 |
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|
196 |
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|
197 |
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|
198 |
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|
199 |
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|
200 |
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|
201 |
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|
202 |
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|
203 |
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|
204 |
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|
205 |
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"25": {
|
206 |
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|
207 |
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|
208 |
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|
209 |
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|
210 |
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|
211 |
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|
212 |
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|
213 |
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"26": {
|
214 |
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|
215 |
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|
216 |
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|
217 |
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|
218 |
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|
219 |
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|
220 |
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|
221 |
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|
222 |
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|
223 |
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|
224 |
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|
225 |
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|
226 |
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|
227 |
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|
228 |
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|
229 |
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|
230 |
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|
231 |
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|
232 |
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|
233 |
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|
234 |
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|
235 |
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|
236 |
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|
237 |
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|
238 |
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|
239 |
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|
240 |
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|
241 |
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|
242 |
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|
243 |
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|
244 |
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|
245 |
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|
246 |
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|
247 |
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|
248 |
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|
249 |
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|
250 |
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|
251 |
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|
252 |
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|
253 |
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|
254 |
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|
255 |
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|
256 |
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257 |
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258 |
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259 |
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260 |
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261 |
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|
262 |
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|
263 |
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264 |
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265 |
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267 |
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268 |
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269 |
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|
270 |
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|
271 |
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272 |
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|
273 |
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274 |
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275 |
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276 |
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277 |
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|
278 |
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|
279 |
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280 |
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|
281 |
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282 |
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283 |
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|
284 |
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|
751 |
+
"lstrip": false,
|
752 |
+
"normalized": false,
|
753 |
+
"rstrip": false,
|
754 |
+
"single_word": false,
|
755 |
+
"special": true
|
756 |
+
},
|
757 |
+
"94": {
|
758 |
+
"content": "<extra_id_90>",
|
759 |
+
"lstrip": false,
|
760 |
+
"normalized": false,
|
761 |
+
"rstrip": false,
|
762 |
+
"single_word": false,
|
763 |
+
"special": true
|
764 |
+
},
|
765 |
+
"95": {
|
766 |
+
"content": "<extra_id_91>",
|
767 |
+
"lstrip": false,
|
768 |
+
"normalized": false,
|
769 |
+
"rstrip": false,
|
770 |
+
"single_word": false,
|
771 |
+
"special": true
|
772 |
+
},
|
773 |
+
"96": {
|
774 |
+
"content": "<extra_id_92>",
|
775 |
+
"lstrip": false,
|
776 |
+
"normalized": false,
|
777 |
+
"rstrip": false,
|
778 |
+
"single_word": false,
|
779 |
+
"special": true
|
780 |
+
},
|
781 |
+
"97": {
|
782 |
+
"content": "<extra_id_93>",
|
783 |
+
"lstrip": false,
|
784 |
+
"normalized": false,
|
785 |
+
"rstrip": false,
|
786 |
+
"single_word": false,
|
787 |
+
"special": true
|
788 |
+
},
|
789 |
+
"98": {
|
790 |
+
"content": "<extra_id_94>",
|
791 |
+
"lstrip": false,
|
792 |
+
"normalized": false,
|
793 |
+
"rstrip": false,
|
794 |
+
"single_word": false,
|
795 |
+
"special": true
|
796 |
+
},
|
797 |
+
"99": {
|
798 |
+
"content": "<extra_id_95>",
|
799 |
+
"lstrip": false,
|
800 |
+
"normalized": false,
|
801 |
+
"rstrip": false,
|
802 |
+
"single_word": false,
|
803 |
+
"special": true
|
804 |
+
},
|
805 |
+
"100": {
|
806 |
+
"content": "<extra_id_96>",
|
807 |
+
"lstrip": false,
|
808 |
+
"normalized": false,
|
809 |
+
"rstrip": false,
|
810 |
+
"single_word": false,
|
811 |
+
"special": true
|
812 |
+
},
|
813 |
+
"101": {
|
814 |
+
"content": "<extra_id_97>",
|
815 |
+
"lstrip": false,
|
816 |
+
"normalized": false,
|
817 |
+
"rstrip": false,
|
818 |
+
"single_word": false,
|
819 |
+
"special": true
|
820 |
+
},
|
821 |
+
"102": {
|
822 |
+
"content": "<extra_id_98>",
|
823 |
+
"lstrip": false,
|
824 |
+
"normalized": false,
|
825 |
+
"rstrip": false,
|
826 |
+
"single_word": false,
|
827 |
+
"special": true
|
828 |
+
},
|
829 |
+
"103": {
|
830 |
+
"content": "<extra_id_99>",
|
831 |
+
"lstrip": false,
|
832 |
+
"normalized": false,
|
833 |
+
"rstrip": false,
|
834 |
+
"single_word": false,
|
835 |
+
"special": true
|
836 |
+
},
|
837 |
+
"32000": {
|
838 |
+
"content": "<|im_start|>",
|
839 |
+
"lstrip": false,
|
840 |
+
"normalized": false,
|
841 |
+
"rstrip": false,
|
842 |
+
"single_word": false,
|
843 |
+
"special": false
|
844 |
+
},
|
845 |
+
"32001": {
|
846 |
+
"content": "<|im_end|>",
|
847 |
+
"lstrip": false,
|
848 |
+
"normalized": false,
|
849 |
+
"rstrip": false,
|
850 |
+
"single_word": false,
|
851 |
+
"special": false
|
852 |
+
}
|
853 |
+
},
|
854 |
+
"additional_special_tokens": [],
|
855 |
+
"bos_token": "<s>",
|
856 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{'<|im_start|>' + message['role'] + '\n' + message['content'] + '<|im_end|>' + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ '<|im_start|>assistant\n' }}{% endif %}",
|
857 |
+
"clean_up_tokenization_spaces": false,
|
858 |
+
"eos_token": "</s>",
|
859 |
+
"model_max_length": 1000000000000000019884624838656,
|
860 |
+
"pad_token": "</s>",
|
861 |
+
"tokenizer_class": "LlamaTokenizer",
|
862 |
+
"trust_remote_code": false,
|
863 |
+
"unk_token": "<unk>",
|
864 |
+
"use_default_system_prompt": true,
|
865 |
+
"use_fast": true
|
866 |
+
}
|