Fables / config.json
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{
"accum_steps": 8,
"arch_version": 2,
"auto_map": {
"AutoConfig": "configuration_fwkv.FWKVConfig",
"AutoModel": "modeling_fwkv.FWKVLanguageModel",
"AutoModelForCausalLM": "modeling_fwkv.FWKVLanguageModel"
},
"architectures": [
"FWKVLanguageModel"
],
"batch_size": 4,
"ce_chunk": 512,
"chinchilla_scale": true,
"d_emb": 384,
"d_model": 768,
"dtype": "float32",
"early_stop_patience": 2,
"epochs": 1,
"eval_every_opt_steps": 100,
"ffn_mult": 4,
"grad_clip": 1.0,
"head_size": 64,
"keep_last_ckpts": 2,
"log_every": 50,
"lr": 0.0004,
"max_val_examples": 128,
"min_lr_ratio": 0.1,
"model_type": "fwkv",
"n_layers": 13,
"prefetch_chunks": 512,
"save_every_steps": 500,
"seq_len": 1024,
"sft_epochs": 3,
"sft_lr": 5e-05,
"sft_max_train_examples": 40000,
"sft_max_val_examples": 1000,
"sft_val_skip_rows": 2000,
"shuffle_buffer_size": 10000,
"tau_max": 1000.0,
"tau_min": 2.0,
"tie_word_embeddings": true,
"train_tokens": 20000000000,
"transformers_version": "5.16.1",
"use_amp": true,
"vocab_size": 50280,
"warmup_steps": 1000,
"weight_decay": 0.1,
"wikitext_max_chunks": 128,
"wikitext_val": true,
"wkv_ceil": 0.999,
"wkv_floor": 0.1
}