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SparseLM2B

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llama_sparse_relu
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SparseLM2B
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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
}