Model save
Browse files- README.md +61 -0
- adapter_config.json +31 -0
- adapter_model.safetensors +3 -0
- runs/Apr24_03-05-52_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745435155.autodl-container-a2d545ac4b-1d1f6ad8.7840.0 +3 -0
- runs/Apr24_03-16-48_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745435809.autodl-container-a2d545ac4b-1d1f6ad8.8086.0 +3 -0
- runs/Apr24_10-38-55_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745462337.autodl-container-a2d545ac4b-1d1f6ad8.1644.0 +3 -0
- special_tokens_map.json +68 -0
- tokenizer.json +0 -0
- tokenizer_config.json +117 -0
- training_args.bin +3 -0
README.md
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+
---
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+
license: llama2
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base_model: codellama/CodeLlama-7b-hf
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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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datasets:
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- generator
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library_name: peft
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model-index:
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- name: code-llama-7b-sql-chat
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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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# code-llama-7b-sql-chat
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This model is a fine-tuned version of [codellama/CodeLlama-7b-hf](https://huggingface.co/codellama/CodeLlama-7b-hf) on the generator dataset.
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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: 2
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- eval_batch_size: 8
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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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: 3
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### Training results
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### Framework versions
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- PEFT 0.7.2.dev0
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- Transformers 4.36.2
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- Pytorch 2.1.2+cu118
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- Datasets 2.16.1
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- Tokenizers 0.15.2
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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": "codellama/CodeLlama-7b-hf",
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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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"layers_pattern": null,
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| 10 |
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": [
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"lm_head"
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| 18 |
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],
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"peft_type": "LORA",
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"r": 32,
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| 21 |
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"rank_pattern": {},
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| 22 |
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj",
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"o_proj",
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| 27 |
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"k_proj"
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| 28 |
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],
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| 29 |
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"task_type": "CAUSAL_LM",
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| 30 |
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"use_rslora": false
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| 31 |
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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 sha256:9636b46a23a1b3dcb5d3bb7823c8ead91203a9cc03346ebfbf828786f027ef55
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| 3 |
+
size 1116376496
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runs/Apr24_03-05-52_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745435155.autodl-container-a2d545ac4b-1d1f6ad8.7840.0
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version https://git-lfs.github.com/spec/v1
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size 5283
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runs/Apr24_03-16-48_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745435809.autodl-container-a2d545ac4b-1d1f6ad8.8086.0
ADDED
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version https://git-lfs.github.com/spec/v1
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size 4821
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runs/Apr24_10-38-55_autodl-container-a2d545ac4b-1d1f6ad8/events.out.tfevents.1745462337.autodl-container-a2d545ac4b-1d1f6ad8.1644.0
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version https://git-lfs.github.com/spec/v1
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size 7494
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special_tokens_map.json
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{
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| 2 |
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"additional_special_tokens": [
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| 3 |
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{
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| 4 |
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"content": "</s>",
|
| 5 |
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"lstrip": false,
|
| 6 |
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"normalized": false,
|
| 7 |
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"rstrip": false,
|
| 8 |
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"single_word": false
|
| 9 |
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},
|
| 10 |
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{
|
| 11 |
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"content": "[/INST]",
|
| 12 |
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"lstrip": false,
|
| 13 |
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"normalized": false,
|
| 14 |
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"rstrip": false,
|
| 15 |
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"single_word": false
|
| 16 |
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},
|
| 17 |
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{
|
| 18 |
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"content": "<</SYS>>",
|
| 19 |
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"lstrip": false,
|
| 20 |
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"normalized": false,
|
| 21 |
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"rstrip": false,
|
| 22 |
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"single_word": false
|
| 23 |
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},
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| 24 |
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{
|
| 25 |
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"content": "<<SYS>>",
|
| 26 |
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"lstrip": false,
|
| 27 |
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"normalized": false,
|
| 28 |
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"rstrip": false,
|
| 29 |
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"single_word": false
|
| 30 |
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},
|
| 31 |
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{
|
| 32 |
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"content": "<s>",
|
| 33 |
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"lstrip": false,
|
| 34 |
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"normalized": false,
|
| 35 |
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"rstrip": false,
|
| 36 |
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"single_word": false
|
| 37 |
+
},
|
| 38 |
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{
|
| 39 |
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"content": "[INST]",
|
| 40 |
+
"lstrip": false,
|
| 41 |
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"normalized": false,
|
| 42 |
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"rstrip": false,
|
| 43 |
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"single_word": false
|
| 44 |
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}
|
| 45 |
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],
|
| 46 |
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"bos_token": {
|
| 47 |
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"content": "<s>",
|
| 48 |
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"lstrip": false,
|
| 49 |
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"normalized": false,
|
| 50 |
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"rstrip": false,
|
| 51 |
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"single_word": false
|
| 52 |
+
},
|
| 53 |
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"eos_token": {
|
| 54 |
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"content": "</s>",
|
| 55 |
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"lstrip": false,
|
| 56 |
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"normalized": false,
|
| 57 |
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"rstrip": false,
|
| 58 |
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"single_word": false
|
| 59 |
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},
|
| 60 |
+
"pad_token": "</s>",
|
| 61 |
+
"unk_token": {
|
| 62 |
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"content": "<unk>",
|
| 63 |
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"lstrip": false,
|
| 64 |
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"normalized": false,
|
| 65 |
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"rstrip": false,
|
| 66 |
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"single_word": false
|
| 67 |
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}
|
| 68 |
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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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{
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| 2 |
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"add_bos_token": true,
|
| 3 |
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"add_eos_token": false,
|
| 4 |
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"added_tokens_decoder": {
|
| 5 |
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"0": {
|
| 6 |
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"content": "<unk>",
|
| 7 |
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"lstrip": false,
|
| 8 |
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"normalized": false,
|
| 9 |
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|
| 10 |
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"single_word": false,
|
| 11 |
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"special": true
|
| 12 |
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},
|
| 13 |
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"1": {
|
| 14 |
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"content": "<s>",
|
| 15 |
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"lstrip": false,
|
| 16 |
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"normalized": false,
|
| 17 |
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"rstrip": false,
|
| 18 |
+
"single_word": false,
|
| 19 |
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"special": true
|
| 20 |
+
},
|
| 21 |
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"2": {
|
| 22 |
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"content": "</s>",
|
| 23 |
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"lstrip": false,
|
| 24 |
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"normalized": false,
|
| 25 |
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"rstrip": false,
|
| 26 |
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"single_word": false,
|
| 27 |
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"special": true
|
| 28 |
+
},
|
| 29 |
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"32007": {
|
| 30 |
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"content": "β<PRE>",
|
| 31 |
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"lstrip": false,
|
| 32 |
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"normalized": false,
|
| 33 |
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"rstrip": false,
|
| 34 |
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"single_word": false,
|
| 35 |
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"special": true
|
| 36 |
+
},
|
| 37 |
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"32008": {
|
| 38 |
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"content": "β<SUF>",
|
| 39 |
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"lstrip": false,
|
| 40 |
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"normalized": false,
|
| 41 |
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"rstrip": false,
|
| 42 |
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"single_word": false,
|
| 43 |
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"special": true
|
| 44 |
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},
|
| 45 |
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"32009": {
|
| 46 |
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"content": "β<MID>",
|
| 47 |
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"lstrip": false,
|
| 48 |
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"normalized": false,
|
| 49 |
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"rstrip": false,
|
| 50 |
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"single_word": false,
|
| 51 |
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"special": true
|
| 52 |
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},
|
| 53 |
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"32010": {
|
| 54 |
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"content": "β<EOT>",
|
| 55 |
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"lstrip": false,
|
| 56 |
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|
| 57 |
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"rstrip": false,
|
| 58 |
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"single_word": false,
|
| 59 |
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"special": true
|
| 60 |
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},
|
| 61 |
+
"32016": {
|
| 62 |
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"content": "[/INST]",
|
| 63 |
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"lstrip": false,
|
| 64 |
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"normalized": false,
|
| 65 |
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"rstrip": false,
|
| 66 |
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"single_word": false,
|
| 67 |
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"special": true
|
| 68 |
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},
|
| 69 |
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"32017": {
|
| 70 |
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"content": "<</SYS>>",
|
| 71 |
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"lstrip": false,
|
| 72 |
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"normalized": false,
|
| 73 |
+
"rstrip": false,
|
| 74 |
+
"single_word": false,
|
| 75 |
+
"special": true
|
| 76 |
+
},
|
| 77 |
+
"32018": {
|
| 78 |
+
"content": "<<SYS>>",
|
| 79 |
+
"lstrip": false,
|
| 80 |
+
"normalized": false,
|
| 81 |
+
"rstrip": false,
|
| 82 |
+
"single_word": false,
|
| 83 |
+
"special": true
|
| 84 |
+
},
|
| 85 |
+
"32019": {
|
| 86 |
+
"content": "[INST]",
|
| 87 |
+
"lstrip": false,
|
| 88 |
+
"normalized": false,
|
| 89 |
+
"rstrip": false,
|
| 90 |
+
"single_word": false,
|
| 91 |
+
"special": true
|
| 92 |
+
}
|
| 93 |
+
},
|
| 94 |
+
"additional_special_tokens": [
|
| 95 |
+
"</s>",
|
| 96 |
+
"[/INST]",
|
| 97 |
+
"<</SYS>>",
|
| 98 |
+
"<<SYS>>",
|
| 99 |
+
"<s>",
|
| 100 |
+
"[INST]"
|
| 101 |
+
],
|
| 102 |
+
"bos_token": "<s>",
|
| 103 |
+
"clean_up_tokenization_spaces": false,
|
| 104 |
+
"eos_token": "</s>",
|
| 105 |
+
"eot_token": "β<EOT>",
|
| 106 |
+
"fill_token": "<FILL_ME>",
|
| 107 |
+
"legacy": null,
|
| 108 |
+
"middle_token": "β<MID>",
|
| 109 |
+
"model_max_length": 1000000000000000019884624838656,
|
| 110 |
+
"pad_token": "</s>",
|
| 111 |
+
"prefix_token": "β<PRE>",
|
| 112 |
+
"sp_model_kwargs": {},
|
| 113 |
+
"suffix_token": "β<SUF>",
|
| 114 |
+
"tokenizer_class": "CodeLlamaTokenizer",
|
| 115 |
+
"unk_token": "<unk>",
|
| 116 |
+
"use_default_system_prompt": false
|
| 117 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c53b8fef869e2d184d3b74a07a3aa7afebe3464a2f887875b3a8f421229c37d9
|
| 3 |
+
size 4728
|