Time Series Forecasting
TimesFM
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{
"architectures": ["T5ForConditionalGeneration"],
"classifier_dropout": 0.0,
"d_ff": 1024,
"d_kv": 64,
"d_model": 256,
"decoder_start_token_id": 0,
"dense_act_fn": "relu",
"dropout_rate": 0.1,
"eos_token_id": 1,
"feed_forward_proj": "relu",
"initializer_factor": 0.05,
"is_encoder_decoder": true,
"is_gated_act": false,
"layer_norm_epsilon": 1e-6,
"model_type": "t5",
"n_positions": 512,
"num_decoder_layers": 4,
"num_heads": 4,
"num_layers": 4,
"pad_token_id": 0,
"relative_attention_max_distance": 128,
"relative_attention_num_buckets": 32,
"torch_dtype": "float32",
"transformers_version": "4.37.2",
"use_cache": true,
"vocab_size": 4096,
"chronos_config": {
"tokenizer_class": "MeanScaleUniformBins",
"tokenizer_kwargs": {
"low_limit": -15.0,
"high_limit": 15.0
},
"n_tokens": 4096,
"n_special_tokens": 2,
"pad_token_id": 0,
"eos_token_id": 1,
"use_eos_token": true,
"model_type": "seq2seq",
"context_length": 512,
"prediction_length": 64,
"num_samples": 20,
"temperature": 1.0,
"top_k": 50,
"top_p": 1.0
}
}