littleworth
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Commit
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Parent(s):
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Browse files- config.json +32 -0
- generation_config.json +6 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +24 -0
- tokenizer.json +0 -0
- tokenizer_config.json +20 -0
- training_hyperparameters.json +144 -0
- training_logs.json +0 -0
- vocab.json +0 -0
config.json
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{
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"activation_function": "gelu_new",
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"architectures": [
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"GPT2LMHeadModel"
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],
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"attn_pdrop": 0.1,
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"bos_token_id": 0,
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"embd_pdrop": 0.1,
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"eos_token_id": 0,
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"initializer_range": 0.02,
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"layer_norm_epsilon": 1e-05,
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"model_type": "gpt2",
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"n_ctx": 1024,
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"n_embd": 512,
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"n_head": 4,
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"n_inner": null,
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"n_layer": 4,
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"n_positions": 1024,
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"reorder_and_upcast_attn": false,
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"resid_pdrop": 0.1,
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"scale_attn_by_inverse_layer_idx": false,
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"scale_attn_weights": true,
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"summary_activation": null,
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"summary_first_dropout": 0.1,
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"summary_proj_to_labels": true,
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"summary_type": "cls_index",
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"summary_use_proj": true,
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"torch_dtype": "float32",
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"transformers_version": "4.39.3",
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"use_cache": true,
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"vocab_size": 50257
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 0,
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"eos_token_id": 0,
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"transformers_version": "4.39.3"
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e26fc79c25fcdaae0aac6f8a7149490b087f2815cf599a189f4b156a7e17dc45
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size 155470896
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special_tokens_map.json
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{
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"bos_token": {
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"content": "<|endoftext|>",
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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": "<|endoftext|>",
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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": "<|endoftext|>",
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"unk_token": {
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"content": "<|endoftext|>",
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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.json
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tokenizer_config.json
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{
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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<|endoftext|>",
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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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},
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"bos_token": "<|endoftext|>",
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"clean_up_tokenization_spaces": true,
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"eos_token": "<|endoftext|>",
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"model_max_length": 1000000000000000019884624838656,
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"pad_token": "<|endoftext|>",
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"tokenizer_class": "GPT2Tokenizer",
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"unk_token": "<|endoftext|>"
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}
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training_hyperparameters.json
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{
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"training_arguments": {
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"output_dir": "./models/protgpt2-distilled-t10.0-a0.1-l4-h4-e512-p0.1.uniprot_trainset",
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"overwrite_output_dir": false,
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"do_train": false,
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"do_eval": false,
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"do_predict": false,
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"evaluation_strategy": "no",
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"prediction_loss_only": false,
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"per_device_train_batch_size": 1,
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"per_device_eval_batch_size": 8,
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"per_gpu_train_batch_size": null,
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"per_gpu_eval_batch_size": null,
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"gradient_accumulation_steps": 32,
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"eval_accumulation_steps": null,
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"eval_delay": 0,
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"learning_rate": 0.001,
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"weight_decay": 0.01,
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"adam_beta1": 0.9,
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"adam_beta2": 0.999,
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"adam_epsilon": 1e-08,
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"max_grad_norm": 1.0,
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"num_train_epochs": 3,
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"max_steps": -1,
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"lr_scheduler_type": "linear",
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"lr_scheduler_kwargs": {},
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"warmup_ratio": 0.0,
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"warmup_steps": 0,
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"log_level": "passive",
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"log_level_replica": "warning",
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"log_on_each_node": true,
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"logging_dir": "./models/protgpt2-distilled-t10.0-a0.1-l4-h4-e512-p0.1.uniprot_trainset/runs/Apr24_19-17-17_ip-172-31-34-182",
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"logging_strategy": "steps",
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"logging_first_step": false,
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"logging_steps": 10,
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"logging_nan_inf_filter": true,
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"save_strategy": "no",
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"save_steps": 500,
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"save_total_limit": 1,
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"save_safetensors": true,
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"save_on_each_node": false,
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"save_only_model": false,
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"no_cuda": false,
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"use_cpu": false,
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"use_mps_device": false,
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"seed": 42,
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"data_seed": null,
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"jit_mode_eval": false,
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"use_ipex": false,
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"bf16": false,
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"fp16": true,
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"fp16_opt_level": "O1",
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"half_precision_backend": "auto",
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"bf16_full_eval": false,
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"fp16_full_eval": false,
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"tf32": null,
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"local_rank": 0,
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"ddp_backend": null,
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"tpu_num_cores": null,
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"tpu_metrics_debug": false,
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"debug": [],
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"dataloader_drop_last": false,
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"eval_steps": null,
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"dataloader_num_workers": 0,
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"dataloader_prefetch_factor": null,
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"past_index": -1,
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"run_name": "./models/protgpt2-distilled-t10.0-a0.1-l4-h4-e512-p0.1.uniprot_trainset",
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"disable_tqdm": false,
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"remove_unused_columns": true,
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"label_names": null,
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"load_best_model_at_end": false,
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"metric_for_best_model": null,
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"greater_is_better": null,
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"ignore_data_skip": false,
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"fsdp": [],
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"fsdp_min_num_params": 0,
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"fsdp_config": {
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"min_num_params": 0,
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"xla": false,
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"xla_fsdp_v2": false,
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"xla_fsdp_grad_ckpt": false
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},
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"fsdp_transformer_layer_cls_to_wrap": null,
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"accelerator_config": {
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"split_batches": false,
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"dispatch_batches": null,
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"even_batches": true,
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"use_seedable_sampler": true
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},
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"deepspeed": null,
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"label_smoothing_factor": 0.0,
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"optim": "adamw_torch",
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"optim_args": null,
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"adafactor": false,
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"group_by_length": false,
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"length_column_name": "length",
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"report_to": [
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"wandb"
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],
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"ddp_find_unused_parameters": null,
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"ddp_bucket_cap_mb": null,
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"ddp_broadcast_buffers": null,
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"dataloader_pin_memory": true,
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"dataloader_persistent_workers": false,
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"skip_memory_metrics": true,
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"use_legacy_prediction_loop": false,
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"push_to_hub": false,
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"resume_from_checkpoint": null,
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"hub_model_id": null,
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"hub_strategy": "every_save",
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"hub_token": "<HUB_TOKEN>",
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"hub_private_repo": false,
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"hub_always_push": false,
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"gradient_checkpointing": false,
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"gradient_checkpointing_kwargs": null,
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"include_inputs_for_metrics": false,
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"fp16_backend": "auto",
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"push_to_hub_model_id": null,
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"push_to_hub_organization": null,
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"push_to_hub_token": "<PUSH_TO_HUB_TOKEN>",
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"mp_parameters": "",
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"auto_find_batch_size": false,
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"full_determinism": false,
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"torchdynamo": null,
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"ray_scope": "last",
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"ddp_timeout": 1800,
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"torch_compile": false,
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"torch_compile_backend": null,
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"torch_compile_mode": null,
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"dispatch_batches": null,
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"split_batches": null,
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"include_tokens_per_second": false,
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"include_num_input_tokens_seen": false,
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"neftune_noise_alpha": null,
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"optim_target_modules": null
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},
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"distillation_temperature": 10.0,
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"distillation_alpha": 0.1,
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"model_architecture": {
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"n_embd": 512,
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"n_layer": 4,
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"n_head": 4
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}
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}
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training_logs.json
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vocab.json
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