End of training
Browse files- README.md +74 -0
- adapter_config.json +40 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +4 -0
- runs/Oct17_16-31-19_s1840377-4-6lkqx/events.out.tfevents.1729182794.s1840377-4-6lkqx.1466276.0 +3 -0
- special_tokens_map.json +30 -0
- test_predictions.pkl +3 -0
- tokenizer.json +0 -0
- tokenizer.model +3 -0
- tokenizer_config.json +60 -0
- training_args.bin +3 -0
README.md
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---
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base_model: llava-hf/llava-1.5-7b-hf
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library_name: peft
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license: llama2
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metrics:
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- bleu
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- rouge
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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: sft-llava-1.5-7b_new
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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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# sft-llava-1.5-7b_new
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This model is a fine-tuned version of [llava-hf/llava-1.5-7b-hf](https://huggingface.co/llava-hf/llava-1.5-7b-hf) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9503
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- Bleu: 0.1431
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- Rouge1: 0.4595
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- Rouge2: 0.1862
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- Rougel: 0.3572
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- Bertscore Precision: 0.6764
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- Bertscore Recall: 0.7669
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- Bertscore F1: 0.7187
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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: 5e-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: 8
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- total_train_batch_size: 128
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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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- num_epochs: 2.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Bleu | Rouge1 | Rouge2 | Rougel | Bertscore Precision | Bertscore Recall | Bertscore F1 |
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|:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|:------:|:-------------------:|:----------------:|:------------:|
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| 1.9971 | 0.9922 | 80 | 1.9960 | 0.1392 | 0.4511 | 0.1839 | 0.3524 | 0.6747 | 0.7687 | 0.7185 |
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| 1.9335 | 1.9845 | 160 | 1.9503 | 0.1431 | 0.4595 | 0.1862 | 0.3572 | 0.6764 | 0.7669 | 0.7187 |
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### Framework versions
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- PEFT 0.13.0
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- Transformers 4.45.2
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- Pytorch 2.3.1+cu121
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- Datasets 2.20.0
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- Tokenizers 0.20.1
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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": "llava-hf/llava-1.5-7b-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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"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": 32,
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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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"down_proj",
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"out_proj",
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"v_proj",
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"q_proj",
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"lm_head",
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"fc1",
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"fc2",
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"linear_1",
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"o_proj",
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"k_proj",
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"linear_2",
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"up_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": false,
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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 sha256:63a53256ce5f4248a3c862fd668a60ce0fcdf8cfa0a268ead0e3fae4253c1de6
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size 454168240
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added_tokens.json
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{
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"<image>": 32000,
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"<pad>": 32001
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}
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runs/Oct17_16-31-19_s1840377-4-6lkqx/events.out.tfevents.1729182794.s1840377-4-6lkqx.1466276.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:5607679682915ef20b10f5a31ebb51d3373ead7f584027114c5562191ed0ae93
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size 14428
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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": "<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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"rstrip": false,
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"single_word": false
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}
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}
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test_predictions.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:420df26f6bfcdf695e1f16079a6e9cb1443246afca6f133b231ed00fb5fc1304
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size 33364
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tokenizer.json
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"add_prefix_space": null,
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"single_word": false,
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},
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"32000": {
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"content": "<image>",
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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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"special": true
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},
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"32001": {
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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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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": false,
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<pad>",
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"padding_side": "left",
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"processor_class": "LlavaProcessor",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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"trust_remote_code": false,
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"unk_token": "<unk>",
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"use_default_system_prompt": false
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:62feaa51a2e8790b76e3f26c4df8d3f74904f3a0cefe49b3aa018c343ccbab50
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size 5560
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