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irotem98
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fast-code-pruner

Token Classification
Safetensors
vllm
qwen2
code
code-pruning
context-pruning
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fast-code-pruner
File size: 1,302 Bytes
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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"
    ]
  }
}