Commit
•
03ad00f
1
Parent(s):
3f33fbe
slavamarcin/Llama-3.1-8B-Instruct-sum_train
Browse files- README.md +66 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- special_tokens_map.json +17 -0
- tokenizer.json +0 -0
- tokenizer_config.json +2064 -0
- training_args.bin +3 -0
README.md
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---
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base_model: NousResearch/Meta-Llama-3.1-8B-Instruct
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library_name: peft
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license: llama3.1
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tags:
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- trl
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- sft
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- generated_from_trainer
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model-index:
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- name: Llama-3.1-8B-Instruct-sum_train
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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/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/edulityca/huggingface/runs/v3fm3m5r)
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# Llama-3.1-8B-Instruct-sum_train
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This model is a fine-tuned version of [NousResearch/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/NousResearch/Meta-Llama-3.1-8B-Instruct) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.3087
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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: 1e-05
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- train_batch_size: 1
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- eval_batch_size: 1
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- seed: 42
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 2
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:------:|:----:|:---------------:|
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| 1.3229 | 0.3375 | 300 | 1.3282 |
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| 1.2319 | 0.6749 | 600 | 1.3087 |
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### Framework versions
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- PEFT 0.11.2.dev0
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- Transformers 4.43.2
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- Pytorch 2.3.0+cu121
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- Datasets 2.20.0
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- Tokenizers 0.19.1
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "NousResearch/Meta-Llama-3.1-8B-Instruct",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 16,
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"lora_dropout": 0.05,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 16,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"up_proj",
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"k_proj",
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"v_proj",
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"o_proj",
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"down_proj",
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"gate_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": true,
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"use_rslora": false
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee4079cc8290f06b552ef3f5676f438a905d58eca564abfce1a8b7d1747c15b1
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size 173368456
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<|begin_of_text|>",
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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": "<|eot_id|>",
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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": "<|eot_id|>"
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}
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tokenizer.json
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The diff for this file is too large to render.
See raw diff
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tokenizer_config.json
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|
| 1 |
+
{
|
| 2 |
+
"add_eos_token": true,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"128000": {
|
| 5 |
+
"content": "<|begin_of_text|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": false,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"128001": {
|
| 13 |
+
"content": "<|end_of_text|>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"128002": {
|
| 21 |
+
"content": "<|reserved_special_token_0|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"128003": {
|
| 29 |
+
"content": "<|reserved_special_token_1|>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"128004": {
|
| 37 |
+
"content": "<|finetune_right_pad_id|>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"128005": {
|
| 45 |
+
"content": "<|reserved_special_token_2|>",
|
| 46 |
+
"lstrip": false,
|
| 47 |
+
"normalized": false,
|
| 48 |
+
"rstrip": false,
|
| 49 |
+
"single_word": false,
|
| 50 |
+
"special": true
|
| 51 |
+
},
|
| 52 |
+
"128006": {
|
| 53 |
+
"content": "<|start_header_id|>",
|
| 54 |
+
"lstrip": false,
|
| 55 |
+
"normalized": false,
|
| 56 |
+
"rstrip": false,
|
| 57 |
+
"single_word": false,
|
| 58 |
+
"special": true
|
| 59 |
+
},
|
| 60 |
+
"128007": {
|
| 61 |
+
"content": "<|end_header_id|>",
|
| 62 |
+
"lstrip": false,
|
| 63 |
+
"normalized": false,
|
| 64 |
+
"rstrip": false,
|
| 65 |
+
"single_word": false,
|
| 66 |
+
"special": true
|
| 67 |
+
},
|
| 68 |
+
"128008": {
|
| 69 |
+
"content": "<|eom_id|>",
|
| 70 |
+
"lstrip": false,
|
| 71 |
+
"normalized": false,
|
| 72 |
+
"rstrip": false,
|
| 73 |
+
"single_word": false,
|
| 74 |
+
"special": true
|
| 75 |
+
},
|
| 76 |
+
"128009": {
|
| 77 |
+
"content": "<|eot_id|>",
|
| 78 |
+
"lstrip": false,
|
| 79 |
+
"normalized": false,
|
| 80 |
+
"rstrip": false,
|
| 81 |
+
"single_word": false,
|
| 82 |
+
"special": true
|
| 83 |
+
},
|
| 84 |
+
"128010": {
|
| 85 |
+
"content": "<|python_tag|>",
|
| 86 |
+
"lstrip": false,
|
| 87 |
+
"normalized": false,
|
| 88 |
+
"rstrip": false,
|
| 89 |
+
"single_word": false,
|
| 90 |
+
"special": true
|
| 91 |
+
},
|
| 92 |
+
"128011": {
|
| 93 |
+
"content": "<|reserved_special_token_3|>",
|
| 94 |
+
"lstrip": false,
|
| 95 |
+
"normalized": false,
|
| 96 |
+
"rstrip": false,
|
| 97 |
+
"single_word": false,
|
| 98 |
+
"special": true
|
| 99 |
+
},
|
| 100 |
+
"128012": {
|
| 101 |
+
"content": "<|reserved_special_token_4|>",
|
| 102 |
+
"lstrip": false,
|
| 103 |
+
"normalized": false,
|
| 104 |
+
"rstrip": false,
|
| 105 |
+
"single_word": false,
|
| 106 |
+
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| 107 |
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+
"special": true
|
| 1755 |
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|
| 1756 |
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|
| 1757 |
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|
| 1758 |
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|
| 1759 |
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|
| 1760 |
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|
| 1761 |
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|
| 1762 |
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|
| 1763 |
+
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|
| 1764 |
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"128220": {
|
| 1765 |
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"content": "<|reserved_special_token_212|>",
|
| 1766 |
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|
| 1767 |
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|
| 1768 |
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|
| 1769 |
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|
| 1770 |
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|
| 1771 |
+
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|
| 1772 |
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"128221": {
|
| 1773 |
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|
| 1774 |
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|
| 1775 |
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|
| 1776 |
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|
| 1777 |
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|
| 1778 |
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|
| 1779 |
+
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|
| 1780 |
+
"128222": {
|
| 1781 |
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"content": "<|reserved_special_token_214|>",
|
| 1782 |
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|
| 1783 |
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|
| 1784 |
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|
| 1785 |
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|
| 1786 |
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"special": true
|
| 1787 |
+
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|
| 1788 |
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"128223": {
|
| 1789 |
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"content": "<|reserved_special_token_215|>",
|
| 1790 |
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|
| 1791 |
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|
| 1792 |
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|
| 1793 |
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|
| 1794 |
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"special": true
|
| 1795 |
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|
| 1796 |
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"128224": {
|
| 1797 |
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"content": "<|reserved_special_token_216|>",
|
| 1798 |
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|
| 1799 |
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|
| 1800 |
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"rstrip": false,
|
| 1801 |
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"single_word": false,
|
| 1802 |
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"special": true
|
| 1803 |
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|
| 1804 |
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"128225": {
|
| 1805 |
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"content": "<|reserved_special_token_217|>",
|
| 1806 |
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"lstrip": false,
|
| 1807 |
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"normalized": false,
|
| 1808 |
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"rstrip": false,
|
| 1809 |
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"single_word": false,
|
| 1810 |
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"special": true
|
| 1811 |
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|
| 1812 |
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"128226": {
|
| 1813 |
+
"content": "<|reserved_special_token_218|>",
|
| 1814 |
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"lstrip": false,
|
| 1815 |
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"normalized": false,
|
| 1816 |
+
"rstrip": false,
|
| 1817 |
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"single_word": false,
|
| 1818 |
+
"special": true
|
| 1819 |
+
},
|
| 1820 |
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"128227": {
|
| 1821 |
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"content": "<|reserved_special_token_219|>",
|
| 1822 |
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"lstrip": false,
|
| 1823 |
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"normalized": false,
|
| 1824 |
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"rstrip": false,
|
| 1825 |
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"single_word": false,
|
| 1826 |
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"special": true
|
| 1827 |
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},
|
| 1828 |
+
"128228": {
|
| 1829 |
+
"content": "<|reserved_special_token_220|>",
|
| 1830 |
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"lstrip": false,
|
| 1831 |
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"normalized": false,
|
| 1832 |
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"rstrip": false,
|
| 1833 |
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"single_word": false,
|
| 1834 |
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"special": true
|
| 1835 |
+
},
|
| 1836 |
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"128229": {
|
| 1837 |
+
"content": "<|reserved_special_token_221|>",
|
| 1838 |
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"lstrip": false,
|
| 1839 |
+
"normalized": false,
|
| 1840 |
+
"rstrip": false,
|
| 1841 |
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"single_word": false,
|
| 1842 |
+
"special": true
|
| 1843 |
+
},
|
| 1844 |
+
"128230": {
|
| 1845 |
+
"content": "<|reserved_special_token_222|>",
|
| 1846 |
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"lstrip": false,
|
| 1847 |
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"normalized": false,
|
| 1848 |
+
"rstrip": false,
|
| 1849 |
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"single_word": false,
|
| 1850 |
+
"special": true
|
| 1851 |
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|
| 1852 |
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"128231": {
|
| 1853 |
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"content": "<|reserved_special_token_223|>",
|
| 1854 |
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|
| 1855 |
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|
| 1856 |
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|
| 1857 |
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|
| 1858 |
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|
| 1859 |
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|
| 1860 |
+
"128232": {
|
| 1861 |
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"content": "<|reserved_special_token_224|>",
|
| 1862 |
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|
| 1863 |
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|
| 1864 |
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|
| 1865 |
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|
| 1866 |
+
"special": true
|
| 1867 |
+
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|
| 1868 |
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"128233": {
|
| 1869 |
+
"content": "<|reserved_special_token_225|>",
|
| 1870 |
+
"lstrip": false,
|
| 1871 |
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|
| 1872 |
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|
| 1873 |
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|
| 1874 |
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|
| 1875 |
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},
|
| 1876 |
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"128234": {
|
| 1877 |
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"content": "<|reserved_special_token_226|>",
|
| 1878 |
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|
| 1879 |
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|
| 1880 |
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|
| 1881 |
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|
| 1882 |
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"special": true
|
| 1883 |
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|
| 1884 |
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"128235": {
|
| 1885 |
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"content": "<|reserved_special_token_227|>",
|
| 1886 |
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"lstrip": false,
|
| 1887 |
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"normalized": false,
|
| 1888 |
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"rstrip": false,
|
| 1889 |
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"single_word": false,
|
| 1890 |
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"special": true
|
| 1891 |
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|
| 1892 |
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"128236": {
|
| 1893 |
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"content": "<|reserved_special_token_228|>",
|
| 1894 |
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"lstrip": false,
|
| 1895 |
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|
| 1896 |
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"rstrip": false,
|
| 1897 |
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"single_word": false,
|
| 1898 |
+
"special": true
|
| 1899 |
+
},
|
| 1900 |
+
"128237": {
|
| 1901 |
+
"content": "<|reserved_special_token_229|>",
|
| 1902 |
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"lstrip": false,
|
| 1903 |
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"normalized": false,
|
| 1904 |
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|
| 1905 |
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"single_word": false,
|
| 1906 |
+
"special": true
|
| 1907 |
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},
|
| 1908 |
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"128238": {
|
| 1909 |
+
"content": "<|reserved_special_token_230|>",
|
| 1910 |
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|
| 1911 |
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|
| 1912 |
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|
| 1913 |
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|
| 1914 |
+
"special": true
|
| 1915 |
+
},
|
| 1916 |
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"128239": {
|
| 1917 |
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"content": "<|reserved_special_token_231|>",
|
| 1918 |
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"lstrip": false,
|
| 1919 |
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"normalized": false,
|
| 1920 |
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"rstrip": false,
|
| 1921 |
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"single_word": false,
|
| 1922 |
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"special": true
|
| 1923 |
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},
|
| 1924 |
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"128240": {
|
| 1925 |
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"content": "<|reserved_special_token_232|>",
|
| 1926 |
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|
| 1927 |
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"normalized": false,
|
| 1928 |
+
"rstrip": false,
|
| 1929 |
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|
| 1930 |
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"special": true
|
| 1931 |
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},
|
| 1932 |
+
"128241": {
|
| 1933 |
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"content": "<|reserved_special_token_233|>",
|
| 1934 |
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"lstrip": false,
|
| 1935 |
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|
| 1936 |
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|
| 1937 |
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|
| 1938 |
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|
| 1939 |
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},
|
| 1940 |
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"128242": {
|
| 1941 |
+
"content": "<|reserved_special_token_234|>",
|
| 1942 |
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|
| 1943 |
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"normalized": false,
|
| 1944 |
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"rstrip": false,
|
| 1945 |
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"single_word": false,
|
| 1946 |
+
"special": true
|
| 1947 |
+
},
|
| 1948 |
+
"128243": {
|
| 1949 |
+
"content": "<|reserved_special_token_235|>",
|
| 1950 |
+
"lstrip": false,
|
| 1951 |
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|
| 1952 |
+
"rstrip": false,
|
| 1953 |
+
"single_word": false,
|
| 1954 |
+
"special": true
|
| 1955 |
+
},
|
| 1956 |
+
"128244": {
|
| 1957 |
+
"content": "<|reserved_special_token_236|>",
|
| 1958 |
+
"lstrip": false,
|
| 1959 |
+
"normalized": false,
|
| 1960 |
+
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|
| 1961 |
+
"single_word": false,
|
| 1962 |
+
"special": true
|
| 1963 |
+
},
|
| 1964 |
+
"128245": {
|
| 1965 |
+
"content": "<|reserved_special_token_237|>",
|
| 1966 |
+
"lstrip": false,
|
| 1967 |
+
"normalized": false,
|
| 1968 |
+
"rstrip": false,
|
| 1969 |
+
"single_word": false,
|
| 1970 |
+
"special": true
|
| 1971 |
+
},
|
| 1972 |
+
"128246": {
|
| 1973 |
+
"content": "<|reserved_special_token_238|>",
|
| 1974 |
+
"lstrip": false,
|
| 1975 |
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|
| 1976 |
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|
| 1977 |
+
"single_word": false,
|
| 1978 |
+
"special": true
|
| 1979 |
+
},
|
| 1980 |
+
"128247": {
|
| 1981 |
+
"content": "<|reserved_special_token_239|>",
|
| 1982 |
+
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|
| 1983 |
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"normalized": false,
|
| 1984 |
+
"rstrip": false,
|
| 1985 |
+
"single_word": false,
|
| 1986 |
+
"special": true
|
| 1987 |
+
},
|
| 1988 |
+
"128248": {
|
| 1989 |
+
"content": "<|reserved_special_token_240|>",
|
| 1990 |
+
"lstrip": false,
|
| 1991 |
+
"normalized": false,
|
| 1992 |
+
"rstrip": false,
|
| 1993 |
+
"single_word": false,
|
| 1994 |
+
"special": true
|
| 1995 |
+
},
|
| 1996 |
+
"128249": {
|
| 1997 |
+
"content": "<|reserved_special_token_241|>",
|
| 1998 |
+
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|
| 1999 |
+
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|
| 2000 |
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|
| 2001 |
+
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|
| 2002 |
+
"special": true
|
| 2003 |
+
},
|
| 2004 |
+
"128250": {
|
| 2005 |
+
"content": "<|reserved_special_token_242|>",
|
| 2006 |
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|
| 2007 |
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|
| 2008 |
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|
| 2009 |
+
"single_word": false,
|
| 2010 |
+
"special": true
|
| 2011 |
+
},
|
| 2012 |
+
"128251": {
|
| 2013 |
+
"content": "<|reserved_special_token_243|>",
|
| 2014 |
+
"lstrip": false,
|
| 2015 |
+
"normalized": false,
|
| 2016 |
+
"rstrip": false,
|
| 2017 |
+
"single_word": false,
|
| 2018 |
+
"special": true
|
| 2019 |
+
},
|
| 2020 |
+
"128252": {
|
| 2021 |
+
"content": "<|reserved_special_token_244|>",
|
| 2022 |
+
"lstrip": false,
|
| 2023 |
+
"normalized": false,
|
| 2024 |
+
"rstrip": false,
|
| 2025 |
+
"single_word": false,
|
| 2026 |
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"special": true
|
| 2027 |
+
},
|
| 2028 |
+
"128253": {
|
| 2029 |
+
"content": "<|reserved_special_token_245|>",
|
| 2030 |
+
"lstrip": false,
|
| 2031 |
+
"normalized": false,
|
| 2032 |
+
"rstrip": false,
|
| 2033 |
+
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|
| 2034 |
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"special": true
|
| 2035 |
+
},
|
| 2036 |
+
"128254": {
|
| 2037 |
+
"content": "<|reserved_special_token_246|>",
|
| 2038 |
+
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|
| 2039 |
+
"normalized": false,
|
| 2040 |
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"rstrip": false,
|
| 2041 |
+
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|
| 2042 |
+
"special": true
|
| 2043 |
+
},
|
| 2044 |
+
"128255": {
|
| 2045 |
+
"content": "<|reserved_special_token_247|>",
|
| 2046 |
+
"lstrip": false,
|
| 2047 |
+
"normalized": false,
|
| 2048 |
+
"rstrip": false,
|
| 2049 |
+
"single_word": false,
|
| 2050 |
+
"special": true
|
| 2051 |
+
}
|
| 2052 |
+
},
|
| 2053 |
+
"bos_token": "<|begin_of_text|>",
|
| 2054 |
+
"chat_template": "{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}",
|
| 2055 |
+
"clean_up_tokenization_spaces": true,
|
| 2056 |
+
"eos_token": "<|eot_id|>",
|
| 2057 |
+
"model_input_names": [
|
| 2058 |
+
"input_ids",
|
| 2059 |
+
"attention_mask"
|
| 2060 |
+
],
|
| 2061 |
+
"model_max_length": 131072,
|
| 2062 |
+
"pad_token": "<|eot_id|>",
|
| 2063 |
+
"tokenizer_class": "PreTrainedTokenizerFast"
|
| 2064 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b4e1a3a78cbe936648e756a171a2bb6f002f1f194f9cf2db27a12affefd2c367
|
| 3 |
+
size 5432
|