models:
  - name: phi_4_mini_reasoning
    pretty_name: "Phi-4-Mini-Reasoning"
    hf_id: "microsoft/Phi-4-mini-reasoning"
    revision: null
    architecture: "dense"
    total_params_b: 3.8
    active_params_b: 3.8
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: gemma_4_e2b
    pretty_name: "Gemma-4-E2B"
    hf_id: "google/gemma-4-E2B-it"
    revision: null
    architecture: "dense"
    total_params_b: 5.1
    effective_params_b: 2.3
    # Compatibility alias for the existing pipeline schema.
    # For this dense PLE model, this is the official effective parameter
    # count, not MoE expert activation.
    active_params_b: 2.3
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: gemma_4_e4b
    pretty_name: "Gemma-4-E4B"
    hf_id: "google/gemma-4-E4B-it"
    revision: null
    architecture: "dense"
    total_params_b: 8.0
    effective_params_b: 4.5
    # Compatibility alias for the existing pipeline schema.
    # For this dense PLE model, this is the official effective parameter
    # count, not MoE expert activation.
    active_params_b: 4.5
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: qwen3_30b_a3b
    pretty_name: "Qwen3-30B-A3B"
    hf_id: "Qwen/Qwen3-30B-A3B"
    revision: null
    architecture: "moe"
    total_params_b: 30.5
    active_params_b: 3.3
    non_embedding_params_b: 29.9
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: gemma_4_26b_a4b
    pretty_name: "Gemma-4-26B-A4B"
    hf_id: "google/gemma-4-26B-A4B-it"
    revision: null
    architecture: "moe"
    total_params_b: 25.2
    active_params_b: 3.8
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: qwen3_8b
    pretty_name: "Qwen3-8B"
    hf_id: "Qwen/Qwen3-8B"
    revision: null
    architecture: "dense"
    total_params_b: 8.2
    active_params_b: 8.2
    non_embedding_params_b: 6.95
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true

  - name: phi_4_reasoning
    pretty_name: "Phi-4-Reasoning"
    hf_id: "microsoft/Phi-4-reasoning"
    revision: null
    architecture: "dense"
    total_params_b: 14.0
    active_params_b: 14.0
    default_dtype: "bfloat16"
    trust_remote_code: false
    use_chat_template: true