Training in progress, epoch 4, checkpoint
Browse files- checkpoint-112/README.md +34 -0
- checkpoint-112/adapter_config.json +22 -0
- checkpoint-112/adapter_model.bin +3 -0
- checkpoint-112/adapter_model.safetensors +3 -0
- checkpoint-112/optimizer.pt +3 -0
- checkpoint-112/rng_state.pth +3 -0
- checkpoint-112/scheduler.pt +3 -0
- checkpoint-112/special_tokens_map.json +11 -0
- checkpoint-112/tokenizer.json +0 -0
- checkpoint-112/tokenizer_config.json +44 -0
- checkpoint-112/trainer_state.json +59 -0
- checkpoint-112/training_args.bin +3 -0
checkpoint-112/README.md
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---
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library_name: peft
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---
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: True
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- bnb_4bit_compute_dtype: bfloat16
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### Framework versions
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- PEFT 0.4.0
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- PEFT 0.4.0
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checkpoint-112/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "mistralai/Mistral-7B-v0.1",
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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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"layers_to_transform": null,
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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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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"revision": null,
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"target_modules": [
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"q_proj",
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"k_proj",
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"v_projo_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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checkpoint-112/adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa02e67073eed366faa1b63f57c7b733a23953165299052ab00bb49d1b6b4b50
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size 13677261
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checkpoint-112/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc0649dcae45e34460aac95c23799819f115ebe04ef4b76aadacae5324f35d25
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size 13648432
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checkpoint-112/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4cce018de3a47176314977714786f7c0d64f851e9bb562ad8886d2a5d10396e9
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size 27370181
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checkpoint-112/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c160dfd6ea11497e6f9b384bc1dabe2c29919b09661710ba9a83871598848442
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size 14575
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checkpoint-112/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c6d2215de230db2ff5860a12af6d511272a63ca29a35ecaba7f42f01be6d7922
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size 627
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checkpoint-112/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": "<s>",
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"eos_token": "</s>",
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"pad_token": "</s>",
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"unk_token": "<unk>"
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}
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checkpoint-112/tokenizer.json
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checkpoint-112/tokenizer_config.json
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{
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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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"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": 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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"2": {
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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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"special": true
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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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"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": 1000000000000000019884624838656,
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"pad_token": "</s>",
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"sp_model_kwargs": {},
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"spaces_between_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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checkpoint-112/trainer_state.json
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{
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"best_metric": 1.0401246547698975,
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"best_model_checkpoint": "./Mistral/04-12-23-mistralai-Mistral-7B-v0.1_teste-multilang-dataset-3.0.3-portuguese-2_epochs-10_batch_2/checkpoints/checkpoint-67",
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"epoch": 4.977777777777778,
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"eval_steps": 500,
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"global_step": 112,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 0.98,
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"eval_loss": 1.666649580001831,
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"eval_runtime": 0.5837,
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"eval_samples_per_second": 17.132,
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"eval_steps_per_second": 3.426,
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"step": 22
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},
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{
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"epoch": 2.0,
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"eval_loss": 1.125360131263733,
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"eval_runtime": 0.5844,
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"eval_samples_per_second": 17.112,
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"eval_steps_per_second": 3.422,
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"step": 45
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},
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{
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"epoch": 2.98,
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"eval_loss": 1.0401246547698975,
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"eval_runtime": 0.5839,
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"eval_samples_per_second": 17.127,
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"eval_steps_per_second": 3.425,
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"step": 67
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},
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{
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"epoch": 4.0,
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"eval_loss": 1.064213514328003,
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"eval_runtime": 0.5866,
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"eval_samples_per_second": 17.049,
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"eval_steps_per_second": 3.41,
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"step": 90
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},
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{
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"epoch": 4.98,
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"eval_loss": 1.0575947761535645,
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"eval_runtime": 0.5832,
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"eval_samples_per_second": 17.146,
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"eval_steps_per_second": 3.429,
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"step": 112
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}
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],
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"logging_steps": 500,
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"max_steps": 220,
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"num_train_epochs": 10,
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"save_steps": 500,
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"total_flos": 6259070823333888.0,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-112/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:79a18da895b74ce34bf1ff540f6210d20d6f96a6588878f580fbe1198c0fd6a5
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size 4411
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