qwen2-moe-a3b-2layer / config.json
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KD-distilled 2-layer Qwen2-MoE from hyper-accel/ci-random-qwen2-moe-a3b against Qwen1.5-MoE-A2.7B teacher (alpaca-cleaned, 1500 steps, T=2.0)
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{
"architectures": [
"Qwen2MoeForCausalLM"
],
"attention_dropout": 0.0,
"bos_token_id": 151643,
"decoder_sparse_step": 1,
"dtype": "bfloat16",
"eos_token_id": 151643,
"hidden_act": "silu",
"hidden_size": 2048,
"initializer_range": 0.02,
"intermediate_size": 5632,
"layer_types": [
"full_attention",
"full_attention"
],
"max_position_embeddings": 8192,
"max_window_layers": 21,
"mlp_only_layers": [],
"model_type": "qwen2_moe",
"moe_intermediate_size": 1408,
"norm_topk_prob": false,
"num_attention_heads": 16,
"num_experts": 60,
"num_experts_per_tok": 4,
"num_hidden_layers": 2,
"num_key_value_heads": 16,
"output_router_logits": false,
"pad_token_id": null,
"qkv_bias": true,
"rms_norm_eps": 1e-06,
"rope_parameters": {
"rope_theta": 1000000.0,
"rope_type": "default"
},
"router_aux_loss_coef": 0.001,
"shared_expert_intermediate_size": 5632,
"sliding_window": 0,
"tie_word_embeddings": false,
"transformers_version": "5.5.0",
"use_cache": false,
"use_sliding_window": false,
"vocab_size": 151936
}