lovelace-medium-alpha1-sft / run_config.json
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{
"meta.run_name": "LoveLace-M-nlu-sft_nfgN",
"meta.validate": true,
"meta.tags": [
"nlu_sweep_100B_3B"
],
"finetune.checkpoint": "LoveLace-M-vocab_X9Ge",
"finetune.trainable_backbone": true,
"finetune.mode": "sft",
"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,
"train.batch_size": 128,
"train.batch_size_step": 16,
"train.batches_per_epoch": 512,
"train.length_sequence": 2048,
"train.length_cache": 2048,
"train.lr_cooldown_tokens": 1500000000,
"train.lr_warmup_steps": 200,
"train.lr_max": 3e-05,
"train.lr_cooldown_ratio": 0.0,
"train.opt_max_grad_norm": 1.0,
"train.opt_weight_decay": 0.5,
"train.opt_decay_init": true,
"train.opt_decay_mask": [
"embedding.weight"
],
"finetune.sft_mix_name": "full_mix_equal",
"finetune.sft_mix": [
[
"glue/cola",
5,
false
],
[
"glue/mnli",
5,
false
],
[
"glue/mrpc",
5,
false
],
[
"glue/qnli",
5,
false
],
[
"glue/qqp",
5,
false
],
[
"glue/rte",
5,
false
],
[
"glue/sst2",
5,
false
],
[
"glue/stsb",
5,
false
],
[
"mmlu/all",
5,
false
],
[
"race/all",
5,
false
],
[
"hellaswag/choice",
5,
false
],
[
"hellaswag/no_choice",
5,
false
],
[
"squad/v2",
5,
false
],
[
"obqa/main",
5,
false
],
[
"winogrande/no_choice",
5,
false
],
[
"arc/challenge",
5,
false
],
[
"arc/easy",
5,
false
],
[
"super_glue/boolq",
5,
false
],
[
"piqa/no_choice",
5,
false
],
[
"alpaca/cleaned",
5,
true
],
[
"orca/OpenOrca",
5,
true
],
[
"cnn_dailymail/3.0.0",
5,
false
],
[
"coqa/all",
5,
false
],
[
"tiny/instruct",
5,
false
],
[
"tiny/summary",
5,
false
]
],
"model.architectures": [
"LSWTForCausalLM"
],
"model.bos_token_id": 2,
"model.pad_token_id": 1,
"model.eos_token_id": 2,
"model._name_or_path": "./checkpoints/lswt_medium_2k4k_100B",
"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",
"model.reward_heads": null,
"model.reward_pooler": "identity",
"model.reward_dropout": 0.0,
"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": 550978560,
"params.trainable": 550978560,
"params.non_trainable": 0
}