{ "architectures": [ "VoxtralRealtimeForConditionalGeneration" ], "audio_config": { "activation_function": "gelu", "attention_dropout": 0.0, "dtype": "bfloat16", "head_dim": 64, "hidden_act": "silu", "hidden_size": 1280, "initializer_range": 0.02, "intermediate_size": 5120, "max_position_embeddings": 1500, "model_type": "voxtral_realtime_encoder", "num_attention_heads": 32, "num_hidden_layers": 32, "num_mel_bins": 128, "rms_norm_eps": 1e-05, "rope_parameters": { "rope_theta": 1000000.0, "rope_type": "default" }, "sliding_window": 750, "vocab_size": 131072 }, "audio_length_per_tok": 8, "default_num_delay_tokens": 6, "downsample_factor": 4, "dtype": "bfloat16", "hidden_size": 3072, "model_type": "voxtral_realtime", "projector_hidden_act": "gelu", "quantization_config": { "config_groups": { "group_0": { "format": "float-quantized", "input_activations": { "actorder": null, "block_structure": null, "dynamic": true, "group_size": null, "num_bits": 8, "observer": null, "observer_kwargs": {}, "scale_dtype": null, "strategy": "token", "symmetric": true, "type": "float", "zp_dtype": null }, "output_activations": null, "targets": [ "Linear" ], "weights": { "actorder": null, "block_structure": null, "dynamic": false, "group_size": null, "num_bits": 8, "observer": "memoryless_minmax", "observer_kwargs": {}, "scale_dtype": null, "strategy": "channel", "symmetric": true, "type": "float", "zp_dtype": null } } }, "format": "float-quantized", "global_compression_ratio": null, "ignore": [ "audio_tower.layers.0.self_attn.q_proj", "audio_tower.layers.0.self_attn.k_proj", "audio_tower.layers.0.self_attn.v_proj", "audio_tower.layers.0.self_attn.o_proj", "audio_tower.layers.0.mlp.gate_proj", "audio_tower.layers.0.mlp.up_proj", "audio_tower.layers.0.mlp.down_proj", "audio_tower.layers.1.self_attn.q_proj", "audio_tower.layers.1.self_attn.k_proj", "audio_tower.layers.1.self_attn.v_proj", "audio_tower.layers.1.self_attn.o_proj", "audio_tower.layers.1.mlp.gate_proj", "audio_tower.layers.1.mlp.up_proj", "audio_tower.layers.1.mlp.down_proj", "audio_tower.layers.2.self_attn.q_proj", "audio_tower.layers.2.self_attn.k_proj", "audio_tower.layers.2.self_attn.v_proj", "audio_tower.layers.2.self_attn.o_proj", "audio_tower.layers.2.mlp.gate_proj", "audio_tower.layers.2.mlp.up_proj", "audio_tower.layers.2.mlp.down_proj", "audio_tower.layers.3.self_attn.q_proj", "audio_tower.layers.3.self_attn.k_proj", "audio_tower.layers.3.self_attn.v_proj", "audio_tower.layers.3.self_attn.o_proj", "audio_tower.layers.3.mlp.gate_proj", "audio_tower.layers.3.mlp.up_proj", "audio_tower.layers.3.mlp.down_proj", "audio_tower.layers.4.self_attn.q_proj", "audio_tower.layers.4.self_attn.k_proj", "audio_tower.layers.4.self_attn.v_proj", "audio_tower.layers.4.self_attn.o_proj", "audio_tower.layers.4.mlp.gate_proj", "audio_tower.layers.4.mlp.up_proj", "audio_tower.layers.4.mlp.down_proj", "audio_tower.layers.5.self_attn.q_proj", "audio_tower.layers.5.self_attn.k_proj", "audio_tower.layers.5.self_attn.v_proj", "audio_tower.layers.5.self_attn.o_proj", "audio_tower.layers.5.mlp.gate_proj", "audio_tower.layers.5.mlp.up_proj", "audio_tower.layers.5.mlp.down_proj", "audio_tower.layers.6.self_attn.q_proj", "audio_tower.layers.6.self_attn.k_proj", "audio_tower.layers.6.self_attn.v_proj", "audio_tower.layers.6.self_attn.o_proj", "audio_tower.layers.6.mlp.gate_proj", "audio_tower.layers.6.mlp.up_proj", "audio_tower.layers.6.mlp.down_proj", "audio_tower.layers.7.self_attn.q_proj", "audio_tower.layers.7.self_attn.k_proj", "audio_tower.layers.7.self_attn.v_proj", "audio_tower.layers.7.self_attn.o_proj", "audio_tower.layers.7.mlp.gate_proj", "audio_tower.layers.7.mlp.up_proj", "audio_tower.layers.7.mlp.down_proj", "audio_tower.layers.8.self_attn.q_proj", "audio_tower.layers.8.self_attn.k_proj", "audio_tower.layers.8.self_attn.v_proj", "audio_tower.layers.8.self_attn.o_proj", "audio_tower.layers.8.mlp.gate_proj", "audio_tower.layers.8.mlp.up_proj", "audio_tower.layers.8.mlp.down_proj", "audio_tower.layers.9.self_attn.q_proj", "audio_tower.layers.9.self_attn.k_proj", "audio_tower.layers.9.self_attn.v_proj", "audio_tower.layers.9.self_attn.o_proj", "audio_tower.layers.9.mlp.gate_proj", "audio_tower.layers.9.mlp.up_proj", "audio_tower.layers.9.mlp.down_proj", "audio_tower.layers.10.self_attn.q_proj", "audio_tower.layers.10.self_attn.k_proj", "audio_tower.layers.10.self_attn.v_proj", "audio_tower.layers.10.self_attn.o_proj", "audio_tower.layers.10.mlp.gate_proj", "audio_tower.layers.10.mlp.up_proj", "audio_tower.layers.10.mlp.down_proj", "audio_tower.layers.11.self_attn.q_proj", "audio_tower.layers.11.self_attn.k_proj", "audio_tower.layers.11.self_attn.v_proj", "audio_tower.layers.11.self_attn.o_proj", "audio_tower.layers.11.mlp.gate_proj", "audio_tower.layers.11.mlp.up_proj", "audio_tower.layers.11.mlp.down_proj", "audio_tower.layers.12.self_attn.q_proj", "audio_tower.layers.12.self_attn.k_proj", "audio_tower.layers.12.self_attn.v_proj", "audio_tower.layers.12.self_attn.o_proj", "audio_tower.layers.12.mlp.gate_proj", "audio_tower.layers.12.mlp.up_proj", "audio_tower.layers.12.mlp.down_proj", "audio_tower.layers.13.self_attn.q_proj", "audio_tower.layers.13.self_attn.k_proj", "audio_tower.layers.13.self_attn.v_proj", "audio_tower.layers.13.self_attn.o_proj", "audio_tower.layers.13.mlp.gate_proj", "audio_tower.layers.13.mlp.up_proj", "audio_tower.layers.13.mlp.down_proj", "audio_tower.layers.14.self_attn.q_proj", "audio_tower.layers.14.self_attn.k_proj", "audio_tower.layers.14.self_attn.v_proj", "audio_tower.layers.14.self_attn.o_proj", "audio_tower.layers.14.mlp.gate_proj", "audio_tower.layers.14.mlp.up_proj", "audio_tower.layers.14.mlp.down_proj", "audio_tower.layers.15.self_attn.q_proj", "audio_tower.layers.15.self_attn.k_proj", "audio_tower.layers.15.self_attn.v_proj", "audio_tower.layers.15.self_attn.o_proj", "audio_tower.layers.15.mlp.gate_proj", "audio_tower.layers.15.mlp.up_proj", "audio_tower.layers.15.mlp.down_proj", "audio_tower.layers.16.self_attn.q_proj", "audio_tower.layers.16.self_attn.k_proj", "audio_tower.layers.16.self_attn.v_proj", "audio_tower.layers.16.self_attn.o_proj", "audio_tower.layers.16.mlp.gate_proj", "audio_tower.layers.16.mlp.up_proj", "audio_tower.layers.16.mlp.down_proj", "audio_tower.layers.17.self_attn.q_proj", "audio_tower.layers.17.self_attn.k_proj", "audio_tower.layers.17.self_attn.v_proj", "audio_tower.layers.17.self_attn.o_proj", "audio_tower.layers.17.mlp.gate_proj", "audio_tower.layers.17.mlp.up_proj", "audio_tower.layers.17.mlp.down_proj", "audio_tower.layers.18.self_attn.q_proj", "audio_tower.layers.18.self_attn.k_proj", "audio_tower.layers.18.self_attn.v_proj", "audio_tower.layers.18.self_attn.o_proj", "audio_tower.layers.18.mlp.gate_proj", "audio_tower.layers.18.mlp.up_proj", "audio_tower.layers.18.mlp.down_proj", "audio_tower.layers.19.self_attn.q_proj", "audio_tower.layers.19.self_attn.k_proj", "audio_tower.layers.19.self_attn.v_proj", "audio_tower.layers.19.self_attn.o_proj", "audio_tower.layers.19.mlp.gate_proj", "audio_tower.layers.19.mlp.up_proj", "audio_tower.layers.19.mlp.down_proj", "audio_tower.layers.20.self_attn.q_proj", "audio_tower.layers.20.self_attn.k_proj", "audio_tower.layers.20.self_attn.v_proj", "audio_tower.layers.20.self_attn.o_proj", "audio_tower.layers.20.mlp.gate_proj", "audio_tower.layers.20.mlp.up_proj", "audio_tower.layers.20.mlp.down_proj", "audio_tower.layers.21.self_attn.q_proj", "audio_tower.layers.21.self_attn.k_proj", "audio_tower.layers.21.self_attn.v_proj", "audio_tower.layers.21.self_attn.o_proj", "audio_tower.layers.21.mlp.gate_proj", "audio_tower.layers.21.mlp.up_proj", "audio_tower.layers.21.mlp.down_proj", "audio_tower.layers.22.self_attn.q_proj", "audio_tower.layers.22.self_attn.k_proj", "audio_tower.layers.22.self_attn.v_proj", "audio_tower.layers.22.self_attn.o_proj", "audio_tower.layers.22.mlp.gate_proj", "audio_tower.layers.22.mlp.up_proj", "audio_tower.layers.22.mlp.down_proj", "audio_tower.layers.23.self_attn.q_proj", "audio_tower.layers.23.self_attn.k_proj", "audio_tower.layers.23.self_attn.v_proj", "audio_tower.layers.23.self_attn.o_proj", "audio_tower.layers.23.mlp.gate_proj", "audio_tower.layers.23.mlp.up_proj", "audio_tower.layers.23.mlp.down_proj", "audio_tower.layers.24.self_attn.q_proj", "audio_tower.layers.24.self_attn.k_proj", "audio_tower.layers.24.self_attn.v_proj", "audio_tower.layers.24.self_attn.o_proj", "audio_tower.layers.24.mlp.gate_proj", "audio_tower.layers.24.mlp.up_proj", "audio_tower.layers.24.mlp.down_proj", "audio_tower.layers.25.self_attn.q_proj", "audio_tower.layers.25.self_attn.k_proj", "audio_tower.layers.25.self_attn.v_proj", "audio_tower.layers.25.self_attn.o_proj", "audio_tower.layers.25.mlp.gate_proj", "audio_tower.layers.25.mlp.up_proj", "audio_tower.layers.25.mlp.down_proj", "audio_tower.layers.26.self_attn.q_proj", "audio_tower.layers.26.self_attn.k_proj", "audio_tower.layers.26.self_attn.v_proj", "audio_tower.layers.26.self_attn.o_proj", "audio_tower.layers.26.mlp.gate_proj", "audio_tower.layers.26.mlp.up_proj", "audio_tower.layers.26.mlp.down_proj", "audio_tower.layers.27.self_attn.q_proj", "audio_tower.layers.27.self_attn.k_proj", "audio_tower.layers.27.self_attn.v_proj", "audio_tower.layers.27.self_attn.o_proj", "audio_tower.layers.27.mlp.gate_proj", "audio_tower.layers.27.mlp.up_proj", "audio_tower.layers.27.mlp.down_proj", "audio_tower.layers.28.self_attn.q_proj", "audio_tower.layers.28.self_attn.k_proj", "audio_tower.layers.28.self_attn.v_proj", "audio_tower.layers.28.self_attn.o_proj", "audio_tower.layers.28.mlp.gate_proj", "audio_tower.layers.28.mlp.up_proj", "audio_tower.layers.28.mlp.down_proj", "audio_tower.layers.29.self_attn.q_proj", "audio_tower.layers.29.self_attn.k_proj", "audio_tower.layers.29.self_attn.v_proj", "audio_tower.layers.29.self_attn.o_proj", "audio_tower.layers.29.mlp.gate_proj", "audio_tower.layers.29.mlp.up_proj", "audio_tower.layers.29.mlp.down_proj", "audio_tower.layers.30.self_attn.q_proj", "audio_tower.layers.30.self_attn.k_proj", "audio_tower.layers.30.self_attn.v_proj", "audio_tower.layers.30.self_attn.o_proj", "audio_tower.layers.30.mlp.gate_proj", "audio_tower.layers.30.mlp.up_proj", "audio_tower.layers.30.mlp.down_proj", "audio_tower.layers.31.self_attn.q_proj", "audio_tower.layers.31.self_attn.k_proj", "audio_tower.layers.31.self_attn.v_proj", "audio_tower.layers.31.self_attn.o_proj", "audio_tower.layers.31.mlp.gate_proj", "audio_tower.layers.31.mlp.up_proj", "audio_tower.layers.31.mlp.down_proj", "language_model.lm_head", "multi_modal_projector.linear_1", "multi_modal_projector.linear_2" ], "kv_cache_scheme": null, "quant_method": "compressed-tensors", "quantization_status": "compressed", "sparsity_config": {}, "transform_config": {}, "version": "0.15.1.dev10+ge515fd2" }, "text_config": { "attention_dropout": 0.0, "bos_token_id": 1, "dtype": "bfloat16", "eos_token_id": 2, "head_dim": 128, "hidden_act": "silu", "hidden_size": 3072, "initializer_range": 0.02, "intermediate_size": 9216, "max_position_embeddings": 131072, "model_type": "voxtral_realtime_text", "num_attention_heads": 32, "num_hidden_layers": 26, "num_key_value_heads": 8, "pad_token_id": null, "rms_norm_eps": 1e-05, "rope_parameters": { "rope_theta": 1000000.0, "rope_type": "default" }, "sliding_window": 8192, "tie_word_embeddings": true, "use_cache": true, "vocab_size": 131072 }, "transformers_version": "5.5.4" }