| { |
| "_name_or_path": "ibm-granite/granite-timeseries-ttm-r2", |
| "adaptive_patching_levels": 3, |
| "architectures": [ |
| "TinyTimeMixerForPrediction" |
| ], |
| "categorical_vocab_size_list": null, |
| "context_length": 512, |
| "d_model": 192, |
| "decoder_adaptive_patching_levels": 0, |
| "decoder_d_model": 128, |
| "decoder_mode": "common_channel", |
| "decoder_num_layers": 2, |
| "decoder_raw_residual": false, |
| "distribution_output": "student_t", |
| "dropout": 0.2, |
| "enable_forecast_channel_mixing": false, |
| "exogenous_channel_indices": null, |
| "expansion_factor": 2, |
| "fcm_context_length": 1, |
| "fcm_gated_attn": true, |
| "fcm_mix_layers": 2, |
| "fcm_prepend_past": true, |
| "fcm_prepend_past_offset": null, |
| "fcm_use_mixer": false, |
| "frequency_token_vocab_size": 5, |
| "gated_attn": true, |
| "head_dropout": 0.7, |
| "init_embed": "pytorch", |
| "init_linear": "pytorch", |
| "init_processing": true, |
| "init_std": 0.02, |
| "loss": "mse", |
| "mode": "common_channel", |
| "model_type": "tinytimemixer", |
| "norm_eps": 1e-05, |
| "norm_mlp": "LayerNorm", |
| "num_input_channels": 1, |
| "num_layers": 2, |
| "num_parallel_samples": 100, |
| "num_patches": 8, |
| "patch_last": true, |
| "patch_length": 64, |
| "patch_stride": 64, |
| "positional_encoding_type": "sincos", |
| "post_init": false, |
| "prediction_channel_indices": null, |
| "prediction_filter_length": null, |
| "prediction_length": 96, |
| "quantization_config": { |
| "_load_in_4bit": false, |
| "_load_in_8bit": true, |
| "bnb_4bit_compute_dtype": "float32", |
| "bnb_4bit_quant_storage": "uint8", |
| "bnb_4bit_quant_type": "fp4", |
| "bnb_4bit_use_double_quant": false, |
| "llm_int8_enable_fp32_cpu_offload": false, |
| "llm_int8_has_fp16_weight": false, |
| "llm_int8_skip_modules": null, |
| "llm_int8_threshold": 6.0, |
| "load_in_4bit": false, |
| "load_in_8bit": true, |
| "quant_method": "bitsandbytes" |
| }, |
| "resolution_prefix_tuning": false, |
| "scaling": "std", |
| "self_attn": false, |
| "self_attn_heads": 1, |
| "torch_dtype": "float16", |
| "transformers_version": "4.45.2", |
| "use_decoder": true, |
| "use_positional_encoding": false |
| } |
|
|
