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python-fromzero-reformerlm

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python-fromzero-reformerlm
File size: 1,521 Bytes 
d8e8b51
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "architectures": ["ReformerModelWithLMHead"],
  "attention_head_size": 64,
  "attn_layers": [
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    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh",
    "local",
    "lsh"
  ],
  "axial_norm_std": 1.0,
  "axial_pos_embds": true,
  "axial_pos_embds_dim": [512, 768],
  "axial_pos_shape": [16, 32],
  "chunk_size_lm_head": 0,
  "eos_token_id": 2,
  "feed_forward_size": 512,
  "hash_seed": null,
  "hidden_act": "relu",
  "hidden_dropout_prob": 0.05,
  "hidden_size": 1280,
  "initializer_range": 0.02,
  "is_decoder": true,
  "layer_norm_eps": 1e-12,
  "local_attention_probs_dropout_prob": 0.05,
  "local_attn_chunk_length": 64,
  "local_num_chunks_after": 0,
  "local_num_chunks_before": 1,
  "lsh_attention_probs_dropout_prob": 0.0,
  "lsh_attn_chunk_length": 64,
  "lsh_num_chunks_after": 0,
  "lsh_num_chunks_before": 1,
  "max_position_embeddings": 512,
  "model_type": "reformer",
  "n_positions": 512,
  "num_attention_heads": 20,
  "num_buckets": 32,
  "num_hashes": 1,
  "num_hidden_layers": 36,
  "pad_token_id": 0,
  "tie_word_embeddings": false,
  "tokenizer": "default",
  "transformers_version": "4.5.0",
  "use_cache": true,
  "vocab_size": 16000
}