|
{ |
|
"meta.run_name": "LoveLace-M-nlu-dph_Juea", |
|
"meta.validate": true, |
|
"meta.evaluate": false, |
|
"finetune.trainable_backbone": true, |
|
"finetune.mode": "dph", |
|
"model.recompute_kv": false, |
|
"model.trainable_embeddings": true, |
|
"model.dropout_att_mat": 0.0, |
|
"model.dropout_att_out": 0.0, |
|
"model.dropout_ffn_int": 0.0, |
|
"model.dropout_ffn_out": 0.0, |
|
"model.reward_heads": [ |
|
"reward_head" |
|
], |
|
"model.reward_pooler": "swiglu_bert", |
|
"model.reward_dropout": 0.1, |
|
"train.batch_size": 64, |
|
"train.batch_size_step": 8, |
|
"train.batches_per_epoch": 512, |
|
"train.length_sequence": 2048, |
|
"train.length_cache": 2048, |
|
"train.lr_cooldown_tokens": 3000000000, |
|
"train.lr_warmup_steps": 200, |
|
"train.lr_max": 3e-06, |
|
"train.opt_max_grad_norm": 1.0, |
|
"train.opt_weight_decay": 0.5, |
|
"train.opt_decay_init": true, |
|
"train.opt_decay_mask": [], |
|
"dph.dpo_beta": 0.6, |
|
"dph.dpo_epsilon": 0.25, |
|
"dph.dpo_average_logprobs": false, |
|
"dph.dpo_weight": 1.0, |
|
"dph.dph_contrastive": false, |
|
"dph.dph_epsilon": 0.1, |
|
"dph.dph_weight": 1.0, |
|
"dph.dph_decay_init": false, |
|
"dph.dph_weight_decay": 0.1, |
|
"finetune.dph_mix": [ |
|
"glue/cola", |
|
"glue/mnli", |
|
"glue/mrpc", |
|
"glue/qnli", |
|
"glue/qqp", |
|
"glue/rte", |
|
"glue/sst2", |
|
"glue/stsb", |
|
"mmlu/all", |
|
"race/all", |
|
"hellaswag/choice", |
|
"hellaswag/no_choice", |
|
"squad/v2", |
|
"obqa/main", |
|
"winogrande/no_choice", |
|
"arc/challenge", |
|
"arc/easy", |
|
"super_glue/boolq", |
|
"piqa/no_choice", |
|
"ultrafeedback/binarized", |
|
"orca/orca_dpo_pairs" |
|
], |
|
"finetune.checkpoint": "LoveLace-M-nlu-sft_nfgN", |
|
"model.architectures": [ |
|
"LSWTForCausalLM" |
|
], |
|
"model.bos_token_id": 2, |
|
"model.pad_token_id": 1, |
|
"model.eos_token_id": 2, |
|
"model._name_or_path": "./checkpoints/LoveLace-M-vocab_X9Ge", |
|
"model.transformers_version": "4.37.2", |
|
"model.model_type": "lsw_transformer", |
|
"model.vocab_size": 50272, |
|
"model.d_vocab": 768, |
|
"model.d_model": 1536, |
|
"model.d_ffn": 4096, |
|
"model.n_heads": 24, |
|
"model.n_layers": 18, |
|
"model.n_registers": 0, |
|
"model.gated_ffn": true, |
|
"model.gated_att": false, |
|
"model.qk_norm": false, |
|
"model.init_std": 0.02, |
|
"model.enable_bias": true, |
|
"model.rope_base_freq": 500000, |
|
"model.rope_reversed": true, |
|
"model.rope_positions": 4096, |
|
"model.rope_dynamic": false, |
|
"model.rope_ntk_scale": 1.0, |
|
"model.rope_yarn_a": 0.07, |
|
"model.rope_yarn_b": 1.0, |
|
"model.dropout_layers": 0.0, |
|
"model.use_cache": true, |
|
"model.parent_embeddings": "facebook/opt-125m", |
|
"train.lr_cooldown_ratio": 0.1, |
|
"train.optimizer": "LaProp", |
|
"train.opt_beta_1": 0.9, |
|
"train.opt_beta_2": 0.95, |
|
"train.opt_eps": 1e-08, |
|
"train.opt_rho": 0.1, |
|
"train.loss_objective": "MLE", |
|
"train.loss_sim_margin": 0.5, |
|
"params.total": 569864192, |
|
"params.trainable": 569864192, |
|
"params.non_trainable": 0 |
|
} |
|
|