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Browse files- training_checkpoints/checkpoint-642/README.md +21 -0
- training_checkpoints/checkpoint-642/adapter_config.json +26 -0
- training_checkpoints/checkpoint-642/adapter_model.safetensors +3 -0
- training_checkpoints/checkpoint-642/optimizer.pt +3 -0
- training_checkpoints/checkpoint-642/rng_state.pth +3 -0
- training_checkpoints/checkpoint-642/scheduler.pt +3 -0
- training_checkpoints/checkpoint-642/special_tokens_map.json +30 -0
- training_checkpoints/checkpoint-642/tokenizer.json +0 -0
- training_checkpoints/checkpoint-642/tokenizer.model +3 -0
- training_checkpoints/checkpoint-642/tokenizer_config.json +40 -0
- training_checkpoints/checkpoint-642/trainer_state.json +47 -0
- training_checkpoints/checkpoint-642/training_args.bin +3 -0
training_checkpoints/checkpoint-642/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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### Framework versions
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- PEFT 0.4.0
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training_checkpoints/checkpoint-642/adapter_config.json
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{
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"auto_mapping": null,
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"base_model_name_or_path": "TinyLlama/TinyLlama-1.1B-Chat-v1.0",
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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": 64,
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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": 16,
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"revision": null,
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"target_modules": [
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"down_proj",
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"gate_proj",
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"v_proj",
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"o_proj",
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"k_proj",
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"q_proj",
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"up_proj"
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],
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"task_type": "SEQ_CLS"
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}
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training_checkpoints/checkpoint-642/adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:3aab871a8ecd2948966e611d672f7f15045de846101112b111fd7529a20f029a
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size 50626520
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training_checkpoints/checkpoint-642/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b44efd2169fc93c9e5cce7ca3a464fd333265fb144ae7dc66c0029cb9dcd7653
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size 101430714
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training_checkpoints/checkpoint-642/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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training_checkpoints/checkpoint-642/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e1547c471de33679c1f00a83db1e20c63a93cd5f5eed66671794dd505b6fcef
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size 1064
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training_checkpoints/checkpoint-642/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": "</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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"unk_token": {
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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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}
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}
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training_checkpoints/checkpoint-642/tokenizer.json
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training_checkpoints/checkpoint-642/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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training_checkpoints/checkpoint-642/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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"bos_token": "<s>",
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"chat_template": "{% for message in messages %}\n{% if message['role'] == 'user' %}\n{{ '<|user|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'system' %}\n{{ '<|system|>\n' + message['content'] + eos_token }}\n{% elif message['role'] == 'assistant' %}\n{{ '<|assistant|>\n' + message['content'] + eos_token }}\n{% endif %}\n{% if loop.last and add_generation_prompt %}\n{{ '<|assistant|>' }}\n{% endif %}\n{% endfor %}",
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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": 2048,
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"pad_token": "</s>",
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"padding_side": "right",
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"sp_model_kwargs": {},
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"tokenizer_class": "LlamaTokenizer",
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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_checkpoints/checkpoint-642/trainer_state.json
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{
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"best_metric": 0.6825948968456714,
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"best_model_checkpoint": "tiny-llama/checkpoint-642",
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"epoch": 0.9996107434799533,
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"eval_steps": 500,
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"global_step": 642,
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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": 0.78,
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"learning_rate": 4.6152647975077886e-05,
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"loss": 1.0491,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8109992254066615,
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"eval_f1_macro": 0.6825948968456714,
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"eval_f1_micro": 0.8109992254066615,
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"eval_f1_weighted": 0.8049422701402866,
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"eval_loss": 0.6238328218460083,
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"eval_macro_fpr": 0.017127511820106363,
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"eval_macro_sensitivity": 0.6881279883952739,
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"eval_macro_specificity": 0.9855565316187128,
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"eval_precision": 0.8182115378645501,
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"eval_precision_macro": 0.723423168742811,
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"eval_recall": 0.8109992254066615,
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"eval_recall_macro": 0.6881279883952739,
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"eval_runtime": 1397.6239,
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"eval_samples_per_second": 0.924,
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"eval_steps_per_second": 0.462,
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"eval_weighted_fpr": 0.016373641121997046,
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"eval_weighted_sensitivity": 0.8109992254066615,
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"eval_weighted_specificity": 0.9723487488740324,
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"step": 642
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}
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],
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"logging_steps": 500,
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"max_steps": 6420,
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"num_train_epochs": 10,
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"save_steps": 500,
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"total_flos": 6.197742432524698e+16,
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"trial_name": null,
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"trial_params": null
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}
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training_checkpoints/checkpoint-642/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:775edbef1a236739aee4d2ec1eb05a7261dcdcafc6d678204639e3f4466b9de1
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size 4600
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