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autogluon
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pathfm-300m

Time Series Forecasting
Safetensors
pathfm
time-series
forecasting
multivariate
flow-matching
Model card Files
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 Community
pathfm-300m
File size: 2,039 Bytes
7a365c5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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{
  "format_version": 1,
  "model_type": "pathfm",
  "name": "PathFM-300M",
  "family": "general",
  "backbone": {
    "chronos_config": {
      "context_length": 8192,
      "input_patch_size": 16,
      "input_patch_stride": 16,
      "max_output_patches": 64,
      "output_patch_size": 16,
      "quantiles": [
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      "time_encoding_scale": 8192,
      "use_arcsinh": true,
      "use_reg_token": true
    },
    "chronos_pipeline_class": "Chronos2Pipeline",
    "d_ff": 3072,
    "d_kv": 64,
    "d_model": 768,
    "dense_act_fn": "relu",
    "dropout_rate": 0.0,
    "feed_forward_proj": "relu",
    "initializer_factor": 0.05,
    "is_gated_act": false,
    "layer_norm_epsilon": 1e-06,
    "model_type": "t5",
    "num_heads": 12,
    "num_layers": 30,
    "pad_token_id": 0,
    "reg_token_id": 1,
    "rope_theta": 10000.0,
    "torch_dtype": "float32",
    "use_cache": true,
    "vocab_size": 2
  },
  "input_embedding_hidden_dim": 3072,
  "architecture": {
    "max_output_patches": 30,
    "flow_entry_block": 10,
    "source_scale": 0.75,
    "instance_scale_floor": 0.0001,
    "parallel_knots": [
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    ],
    "parallel_block_menu": [
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    ]
  },
  "inference_defaults": {
    "steps": 1,
    "num_samples": 32,
    "source_sampling": "stratified",
    "token_budget": 32768,
    "seed": 42,
    "sampler_method": "parallel"
  },
  "parameters": 294980129,
  "weights_sha256": "6d0cef666247b6209ff896a6465559f3997ec898e2e0ef78496b80b613d38855"
}