{ "module": "keras_hub.src.models.hrm_text.hrm_text_causal_lm", "class_name": "HrmTextCausalLM", "config": { "backbone": { "module": "keras_hub.src.models.hrm_text.hrm_text_backbone", "class_name": "HrmTextBackbone", "config": { "name": "hrm_text_backbone", "trainable": true, "dtype": { "module": "keras", "class_name": "DTypePolicy", "config": { "name": "bfloat16" }, "registered_name": null }, "vocabulary_size": 65536, "hidden_dim": 1536, "intermediate_dim": 4096, "num_layers_per_stack": 16, "num_attention_heads": 12, "head_dim": 128, "h_cycles": 2, "l_cycles": 3, "max_sequence_length": 4096, "rope_theta": 10000.0, "rms_norm_epsilon": 1e-06, "l_bp_cycles": [ 0, 3 ], "initializer_range": 0.025515518153991442, "embedding_scale": 39.191835884530846, "tie_word_embeddings": false, "rematerialization": true }, "registered_name": "keras_hub>HrmTextBackbone" }, "preprocessor": { "module": "keras_hub.src.models.hrm_text.hrm_text_causal_lm_preprocessor", "class_name": "HrmTextCausalLMPreprocessor", "config": { "name": "hrm_text_causal_lm_preprocessor", "trainable": true, "dtype": { "module": "keras", "class_name": "DTypePolicy", "config": { "name": "float32" }, "registered_name": null }, "tokenizer": { "module": "keras_hub.src.models.hrm_text.hrm_text_tokenizer", "class_name": "HrmTextTokenizer", "config": { "name": "hrm_text_tokenizer", "trainable": true, "dtype": { "module": "keras", "class_name": "DTypePolicy", "config": { "name": "int32" }, "registered_name": null }, "config_file": "tokenizer.json", "sequence_length": null, "add_prefix_space": false, "unsplittable_tokens": [ "<|im_end|>", "<|quad_end|>", "<|object_ref_end|>", "<|object_ref_start|>", "<|box_end|>", "<|endoftext|>", "<|im_start|>", "<|quad_start|>" ] }, "registered_name": "keras_hub>HrmTextTokenizer" }, "config_file": "preprocessor.json", "sequence_length": 4096, "add_start_token": true, "add_end_token": true }, "registered_name": "keras_hub>HrmTextCausalLMPreprocessor" }, "name": "hrm_text_causal_lm" }, "registered_name": "keras_hub>HrmTextCausalLM" }