SouthMemphis
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Browse files- README.md +62 -0
- adapter_config.json +34 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +4 -0
- all_results.json +7 -0
- special_tokens_map.json +35 -0
- tokenizer.model +3 -0
- tokenizer_config.json +66 -0
- train_results.json +7 -0
- trainer_log.jsonl +13 -0
- trainer_state.json +114 -0
- training_args.bin +3 -0
- training_loss.png +0 -0
README.md
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---
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license: other
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library_name: peft
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tags:
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- llama-factory
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- lora
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- generated_from_trainer
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base_model: IlyaGusev/saiga_mistral_7b_merged
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model-index:
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- name: sft
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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
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This model is a fine-tuned version of [IlyaGusev/saiga_mistral_7b_merged](https://huggingface.co/IlyaGusev/saiga_mistral_7b_merged) on the gazeta 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: 5e-05
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- train_batch_size: 4
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- eval_batch_size: 2
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- seed: 42
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- distributed_type: multi-GPU
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- num_devices: 2
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- gradient_accumulation_steps: 2
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- total_train_batch_size: 16
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- total_eval_batch_size: 4
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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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- num_epochs: 1.0
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.10.1.dev0
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- Transformers 4.39.1
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- Pytorch 2.1.0+cu121
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- Datasets 2.18.0
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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": "IlyaGusev/saiga_mistral_7b_merged",
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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": 0.0,
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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": 8,
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"rank_pattern": {},
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"revision": "unsloth",
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"target_modules": [
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"q_proj",
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"k_proj",
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"gate_proj",
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"up_proj",
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"v_proj",
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"o_proj",
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"down_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:b33ed03035a4d2bc0cefca53845e8440c0982a61b01f0d9cd18bdcad97c6ae31
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size 83945296
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added_tokens.json
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{
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"<|im_end|>": 32000,
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"<|im_start|>": 32001
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}
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all_results.json
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{
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"epoch": 1.0,
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"train_loss": 1.0112789268493652,
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"train_runtime": 5845.5599,
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"train_samples_per_second": 0.342,
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"train_steps_per_second": 0.021
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}
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<unk>",
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"<s>",
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"</s>"
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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": true,
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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": true,
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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": "<unk>",
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"lstrip": false,
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"normalized": true,
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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": true,
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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.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:dadfd56d766715c61d2ef780a525ab43b8e6da4de6865bda3d95fdef5e134055
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size 493443
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tokenizer_config.json
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{
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"add_bos_token": false,
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"add_eos_token": false,
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"add_prefix_space": true,
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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": true,
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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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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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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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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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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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"32000": {
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"content": "<|im_end|>",
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"lstrip": true,
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"normalized": true,
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"rstrip": true,
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"single_word": false,
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"special": false
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},
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"32001": {
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"content": "<|im_start|>",
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"lstrip": true,
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"normalized": true,
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"rstrip": true,
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"single_word": false,
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"special": false
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}
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},
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"additional_special_tokens": [
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"<unk>",
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"<s>",
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"</s>"
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],
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"bos_token": "<s>",
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"chat_template": "{% if messages[0]['role'] == 'system' %}{% set system_message = messages[0]['content'] %}{% endif %}{% if system_message is defined %}{{ system_message + '\\n' }}{% endif %}{% for message in messages %}{% set content = message['content'] %}{% if message['role'] == 'user' %}{{ 'Human: ' + content + '\\nAssistant: ' }}{% elif message['role'] == 'assistant' %}{{ content + '</s>' + '\\n' }}{% endif %}{% endfor %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"legacy": true,
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"model_max_length": 32768,
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"pad_token": "<unk>",
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"padding_side": "right",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"split_special_tokens": false,
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"tokenizer_class": "LlamaTokenizer",
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"unk_token": "<unk>",
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"use_default_system_prompt": true
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}
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train_results.json
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{
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"epoch": 1.0,
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"train_loss": 1.0112789268493652,
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"train_runtime": 5845.5599,
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"train_samples_per_second": 0.342,
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"train_steps_per_second": 0.021
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}
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trainer_log.jsonl
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{"current_steps": 10, "total_steps": 125, "loss": 1.1006, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 4.9214579028215776e-05, "epoch": 0.08, "percentage": 8.0, "elapsed_time": "0:07:39", "remaining_time": "1:28:05"}
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{"current_steps": 20, "total_steps": 125, "loss": 1.049, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 4.690766700109659e-05, "epoch": 0.16, "percentage": 16.0, "elapsed_time": "0:15:35", "remaining_time": "1:21:52"}
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{"current_steps": 30, "total_steps": 125, "loss": 1.0269, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 4.3224215685535294e-05, "epoch": 0.24, "percentage": 24.0, "elapsed_time": "0:23:16", "remaining_time": "1:13:41"}
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{"current_steps": 40, "total_steps": 125, "loss": 0.9896, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 3.8395669874474915e-05, "epoch": 0.32, "percentage": 32.0, "elapsed_time": "0:30:51", "remaining_time": "1:05:35"}
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{"current_steps": 50, "total_steps": 125, "loss": 1.0179, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 3.272542485937369e-05, "epoch": 0.4, "percentage": 40.0, "elapsed_time": "0:38:41", "remaining_time": "0:58:01"}
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{"current_steps": 60, "total_steps": 125, "loss": 0.9636, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 2.656976298823284e-05, "epoch": 0.48, "percentage": 48.0, "elapsed_time": "0:46:22", "remaining_time": "0:50:14"}
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{"current_steps": 70, "total_steps": 125, "loss": 1.0151, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 2.031546713535688e-05, "epoch": 0.56, "percentage": 56.0, "elapsed_time": "0:53:53", "remaining_time": "0:42:20"}
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{"current_steps": 80, "total_steps": 125, "loss": 1.0039, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 1.4355517710873184e-05, "epoch": 0.64, "percentage": 64.0, "elapsed_time": "1:01:41", "remaining_time": "0:34:42"}
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{"current_steps": 90, "total_steps": 125, "loss": 0.9773, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 9.064400256282757e-06, "epoch": 0.72, "percentage": 72.0, "elapsed_time": "1:09:26", "remaining_time": "0:27:00"}
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{"current_steps": 100, "total_steps": 125, "loss": 0.9578, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 4.7745751406263165e-06, "epoch": 0.8, "percentage": 80.0, "elapsed_time": "1:17:13", "remaining_time": "0:19:18"}
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{"current_steps": 110, "total_steps": 125, "loss": 0.9773, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 1.7555878527937164e-06, "epoch": 0.88, "percentage": 88.0, "elapsed_time": "1:25:03", "remaining_time": "0:11:35"}
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{"current_steps": 120, "total_steps": 125, "loss": 1.0422, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": 1.9713246713805588e-07, "epoch": 0.96, "percentage": 96.0, "elapsed_time": "1:32:57", "remaining_time": "0:03:52"}
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{"current_steps": 125, "total_steps": 125, "loss": null, "eval_loss": null, "predict_loss": null, "reward": null, "learning_rate": null, "epoch": 1.0, "percentage": 100.0, "elapsed_time": "1:36:53", "remaining_time": "0:00:00"}
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trainer_state.json
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