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ClashMigLabs
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ClashAI-300k

Text Generation
PyTorch
Portuguese
tiny_gpt_qa
transformer
portuguese
clash-royale
chatbot
question-answering
educational
Model card Files
xet
 Community
ClashAI-300k
File size: 1,769 Bytes
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{
  "model_type": "tiny_gpt_qa",
  "task": "question_answering",
  "language": "pt-BR",
  "domain": "clash_royale",

  "architecture": {
    "vocab_size": 800,
    "d_model": 64,
    "n_heads": 4,
    "n_layers": 2,
    "d_ff": 192,
    "max_position_embeddings": 64,
    "dropout": 0.1,
    "activation": "gelu",
    "tie_word_embeddings": true,
    "positional_encoding": "sinusoidal",
    "attention_type": "causal_self_attention",
    "normalization": "layer_norm",
    "norm_position": "post"
  },

  "special_tokens": {
    "pad_token": "<pad>",
    "bos_token": "<bos>",
    "eos_token": "<eos>",
    "sep_token": "<sep>",
    "unk_token": "<unk>",
    "pad_token_id": 0,
    "bos_token_id": 1,
    "eos_token_id": 2,
    "sep_token_id": 3,
    "unk_token_id": 4
  },

  "tokenizer": {
    "type": "BPE",
    "pre_tokenizer": "Whitespace",
    "vocab_size": 800,
    "min_frequency": 1,
    "file": "tokenizer.json"
  },

  "training": {
    "batch_size": 8,
    "epochs": 300,
    "optimizer": "AdamW",
    "learning_rate": 3e-3,
    "weight_decay": 0.01,
    "loss_function": "cross_entropy",
    "grad_clip_norm": 1.0,
    "seed": 42,
    "hardware": "2x NVIDIA T4",
    "parallelism": "torch.nn.DataParallel"
  },

  "inference": {
    "max_new_tokens": 40,
    "temperature": 0.7,
    "top_k": 10,
    "sampling": "top_k_multinomial"
  },

  "estimated_parameters": 500000,

  "input_format": {
    "template": "<bos> {pergunta} <sep> {resposta} <eos>",
    "max_len": 64
  },

  "checkpoint": {
    "file": "clash_royale_qa_model.pt",
    "contains": [
      "model_state_dict",
      "vocab_size",
      "d_model",
      "n_heads",
      "n_layers",
      "d_ff",
      "max_len",
      "pad_id",
      "bos_id",
      "eos_id",
      "sep_id"
    ]
  }
}