SparseLM2B / config.json
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{
"architectures": [
"SparseLlamaForCausalLM"
],
"attention_bias": false,
"attention_dropout": 0.0,
"bos_token_id": 0,
"dtype": "bfloat16",
"eos_token_id": 0,
"head_dim": 64,
"hidden_act": "silu",
"hidden_size": 2048,
"initializer_range": 0.02,
"intermediate_size": 5632,
"is_llama_config": true,
"max_position_embeddings": 2048,
"mlp_bias": false,
"model_type": "llama_sparse_relu",
"num_attention_heads": 32,
"num_hidden_layers": 38,
"num_key_value_heads": 32,
"pretraining_tp": 1,
"rms_norm_eps": 1e-05,
"rope_interleaved": false,
"rope_scaling": null,
"rope_theta": 100000,
"sparsity_baseline_run": false,
"sparsity_do_track": true,
"sparsity_end_warmup_step": null,
"sparsity_gated_mlp": true,
"sparsity_l1_coeff": 2e-05,
"sparsity_max_seq_len": 2048,
"sparsity_max_seq_length": 2048,
"sparsity_mlp_execution_logic": "training",
"sparsity_new_intermediate_size": 5632,
"sparsity_per_device_train_batch_size": 8,
"sparsity_reinitialize": true,
"sparsity_start_warmup_step": null,
"sparsity_tokens_until_dead": null,
"sparsity_train_batch_size": 512,
"tie_word_embeddings": true,
"transformers_version": "4.56.2",
"use_cache": true,
"vocab_size": 49152
}