{ "_name_or_path": "apple/OpenELM-270M", "activation_fn_name": "swish", "architectures": [ "OpenELMForCausalLM" ], "auto_map": { "AutoConfig": "apple/OpenELM-270M--configuration_openelm.OpenELMConfig", "AutoModelForCausalLM": "apple/OpenELM-270M--modeling_openelm.OpenELMForCausalLM" }, "bos_token_id": 1, "eos_token_id": 2, "ffn_dim_divisor": 256, "ffn_multipliers": [ 0.5, 0.73, 0.97, 1.2, 1.43, 1.67, 1.9, 2.13, 2.37, 2.6, 2.83, 3.07, 3.3, 3.53, 3.77, 4.0 ], "ffn_with_glu": true, "head_dim": 64, "initializer_range": 0.02, "max_context_length": 2048, "model_dim": 1280, "model_type": "openelm", "normalization_layer_name": "rms_norm", "normalize_qk_projections": true, "num_gqa_groups": 4, "num_kv_heads": [ 3, 3, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 5, 5, 5, 5 ], "num_query_heads": [ 12, 12, 12, 12, 12, 16, 16, 16, 16, 16, 16, 16, 20, 20, 20, 20 ], "num_transformer_layers": 16, "qkv_multipliers": [ 0.5, 1.0 ], "rope_freq_constant": 10000, "rope_max_length": 4096, "share_input_output_layers": true, "torch_dtype": "bfloat16", "transformers_version": "4.40.2", "use_cache": true, "vocab_size": 32000 }