fast-code-pruner / config.json
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{
"architectures": [
"SwePrunerVllmForTokenClassification"
],
"attention_dropout": 0.0,
"bos_token_id": 151643,
"eos_token_id": 151643,
"hidden_act": "silu",
"hidden_size": 896,
"initializer_range": 0.02,
"intermediate_size": 4864,
"max_position_embeddings": 32768,
"max_window_layers": 17,
"model_type": "qwen2",
"num_attention_heads": 14,
"num_hidden_layers": 17,
"num_key_value_heads": 2,
"rms_norm_eps": 1e-06,
"rope_theta": 1000000.0,
"sliding_window": 32768,
"tie_word_embeddings": true,
"torch_dtype": "float16",
"transformers_version": "4.43.1",
"use_cache": true,
"use_sliding_window": false,
"vocab_size": 151936,
"num_labels": 3,
"problem_type": "regression",
"io_processor_plugin": "swe_pruner",
"swe_pruner": {
"bottleneck": 128,
"dropout": 0.1,
"num_fusion_layers": 1,
"num_heads": 16,
"last_layer_expansion_size": 2432,
"last_layer_adapter_type": "gated",
"last_layer_activation": "polynorm",
"backbone_stop_layer": 17,
"pruned_attention_layers": [
6,
16,
17
],
"attention_type": "full",
"input_format": "plain_pruner",
"lora_merged": true,
"output_columns": [
"prune_emission",
"keep_emission",
"document_log_probability"
]
}
}