Instructions to use baa-ai/Nemotron-3-Super-120B-A12B-MINT-MLX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use baa-ai/Nemotron-3-Super-120B-A12B-MINT-MLX with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Nemotron-3-Super-120B-A12B-MINT-MLX baa-ai/Nemotron-3-Super-120B-A12B-MINT-MLX
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
| { | |
| "architectures": [ | |
| "NemotronHForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 1, | |
| "chunk_size": 128, | |
| "conv_kernel": 4, | |
| "dtype": "bfloat16", | |
| "eos_token_id": [ | |
| 2, | |
| 11 | |
| ], | |
| "expand": 2, | |
| "head_dim": 128, | |
| "hidden_dropout": 0.0, | |
| "hidden_size": 4096, | |
| "hybrid_override_pattern": "MEMEMEM*EMEMEMEM*EMEMEMEM*EMEMEMEMEM*EMEMEMEMEM*EMEMEMEMEM*EMEMEMEMEM*EMEMEMEM*EMEMEMEME", | |
| "initializer_range": 0.02, | |
| "intermediate_size": 2688, | |
| "layer_norm_epsilon": 1e-05, | |
| "mamba_head_dim": 64, | |
| "mamba_hidden_act": "silu", | |
| "mamba_num_heads": 128, | |
| "mamba_proj_bias": false, | |
| "mamba_ssm_cache_dtype": "float32", | |
| "max_position_embeddings": 262144, | |
| "mlp_bias": false, | |
| "mlp_hidden_act": "relu2", | |
| "model_type": "nemotron_h", | |
| "moe_intermediate_size": 2688, | |
| "moe_latent_size": 1024, | |
| "moe_shared_expert_intermediate_size": 5376, | |
| "moe_shared_expert_overlap": false, | |
| "mtp_hybrid_override_pattern": "*E", | |
| "n_group": 1, | |
| "n_groups": 8, | |
| "n_routed_experts": 512, | |
| "n_shared_experts": 1, | |
| "norm_eps": 1e-05, | |
| "norm_topk_prob": true, | |
| "num_attention_heads": 32, | |
| "num_experts_per_tok": 22, | |
| "num_hidden_layers": 88, | |
| "num_key_value_heads": 2, | |
| "num_logits_to_keep": 1, | |
| "num_nextn_predict_layers": 1, | |
| "pad_token_id": 0, | |
| "partial_rotary_factor": 1.0, | |
| "quantization": { | |
| "group_size": 128, | |
| "bits": 4, | |
| "mode": "affine", | |
| "backbone.layers.1.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.1.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.1.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.10.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.10.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.12.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.12.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.16.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.25.mixer.k_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.25.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.32.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.32.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.36.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.37.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.37.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.39.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.41.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.41.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.43.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.43.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.45.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.47.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.52.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.52.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.54.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.54.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.58.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.59.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.59.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.61.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.61.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.63.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.63.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.65.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.65.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.67.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.67.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.70.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.70.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.72.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.72.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.74.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.74.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.76.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.76.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.78.mixer.o_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.87.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.87.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| } | |
| }, | |
| "quantization_config": { | |
| "group_size": 128, | |
| "bits": 4, | |
| "mode": "affine", | |
| "backbone.layers.1.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.1.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.1.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.3.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.5.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.8.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.10.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.10.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.12.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.12.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.14.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.16.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.17.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.19.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.21.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.23.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.25.mixer.k_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.25.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.26.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.28.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.30.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.32.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.32.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.34.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.36.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.37.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.37.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.39.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.41.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.41.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.43.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.43.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.45.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.47.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.48.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.50.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.52.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.52.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.54.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.54.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.56.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.58.mixer.v_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.59.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.59.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.61.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.61.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.63.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.63.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.65.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.65.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.67.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.67.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.70.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.70.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.72.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.72.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.74.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.74.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.76.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.76.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.78.mixer.o_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.79.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.81.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.83.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.switch_mlp.fc2": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.85.mixer.fc2_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.87.mixer.switch_mlp.fc1": { | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "backbone.layers.87.mixer.fc1_latent_proj": { | |
| "bits": 8, | |
| "group_size": 64 | |
| } | |
| }, | |
| "rescale_prenorm_residual": true, | |
| "residual_in_fp32": false, | |
| "rope_theta": 10000, | |
| "routed_scaling_factor": 5.0, | |
| "sliding_window": null, | |
| "ssm_state_size": 128, | |
| "tie_word_embeddings": false, | |
| "time_step_floor": 0.0001, | |
| "time_step_max": 0.1, | |
| "time_step_min": 0.001, | |
| "topk_group": 1, | |
| "transformers_version": "4.57.6", | |
| "use_bias": false, | |
| "use_cache": true, | |
| "use_conv_bias": true, | |
| "use_mamba_kernels": true, | |
| "vocab_size": 131072 | |
| } |