LICENSE
README.md
pyproject.toml
src/mobius/__init__.py
src/mobius/__main__.py
src/mobius/_build_context.py
src/mobius/_build_context_test.py
src/mobius/_builder.py
src/mobius/_builder_test.py
src/mobius/_config_resolver.py
src/mobius/_config_resolver_test.py
src/mobius/_configs_test.py
src/mobius/_constants.py
src/mobius/_diffusers_builder.py
src/mobius/_diffusers_builder_test.py
src/mobius/_diffusers_configs.py
src/mobius/_diffusers_configs_test.py
src/mobius/_execution_providers.py
src/mobius/_exporter_test.py
src/mobius/_flags.py
src/mobius/_flags_test.py
src/mobius/_graph_diff.py
src/mobius/_graph_diff_test.py
src/mobius/_model_package.py
src/mobius/_model_package_test.py
src/mobius/_optimizations.py
src/mobius/_pipeline_contract.py
src/mobius/_registry.py
src/mobius/_registry_test.py
src/mobius/_weight_loading.py
src/mobius/_weight_loading_test.py
src/mobius/_weight_utils.py
src/mobius/_weight_utils_test.py
src/mobius/_configs/__init__.py
src/mobius/_configs/_audio_defaults.py
src/mobius/_configs/_base.py
src/mobius/_configs/_extractors.py
src/mobius/_configs/_extractors_test.py
src/mobius/_configs/_quantization.py
src/mobius/_configs/_sub_configs.py
src/mobius/_configs/_vision_defaults.py
src/mobius/_configs/per_model/__init__.py
src/mobius/_configs/per_model/_gemma4_audio.py
src/mobius/_configs/per_model/_gemma4_unified_audio.py
src/mobius/_configs/per_model/_gemma4_unified_vision.py
src/mobius/_configs/per_model/_hunyuan_vl_mot_vision.py
src/mobius/_configs/per_model/_internvl_vision.py
src/mobius/_configs/per_model/_phi4mm_audio.py
src/mobius/_configs/per_model/_phi4mm_vision.py
src/mobius/_configs/per_model/_phi_vision.py
src/mobius/_configs/per_model/_qwen3_asr_audio.py
src/mobius/_configs/per_model/_sensevoice_audio.py
src/mobius/_passes/__init__.py
src/mobius/_passes/_dtype_utils.py
src/mobius/_passes/_dtype_utils_test.py
src/mobius/_passes/_fold_concat.py
src/mobius/_passes/_fold_concat_test.py
src/mobius/_passes/_fold_dtype_e2e_test.py
src/mobius/_passes/_fold_transpose.py
src/mobius/_passes/_fold_transpose_test.py
src/mobius/_passes/_remove_dead_inputs.py
src/mobius/_testing/__init__.py
src/mobius/_testing/code_paths.py
src/mobius/_testing/code_paths_test.py
src/mobius/_testing/comparison.py
src/mobius/_testing/generation.py
src/mobius/_testing/golden.py
src/mobius/_testing/golden_test.py
src/mobius/_testing/ort_capabilities.py
src/mobius/_testing/ort_capabilities_test.py
src/mobius/_testing/ort_inference.py
src/mobius/_testing/ort_inference_test.py
src/mobius/_testing/parity.py
src/mobius/_testing/parity_test.py
src/mobius/_testing/torch_reference.py
src/mobius/components/__init__.py
src/mobius/components/_activations.py
src/mobius/components/_activations_test.py
src/mobius/components/_attention.py
src/mobius/components/_attention_test.py
src/mobius/components/_audio.py
src/mobius/components/_audio_test.py
src/mobius/components/_castlike_dtype_test.py
src/mobius/components/_codec_conv.py
src/mobius/components/_codec_transformer.py
src/mobius/components/_codec_vq.py
src/mobius/components/_common.py
src/mobius/components/_common_test.py
src/mobius/components/_components_test.py
src/mobius/components/_conv.py
src/mobius/components/_conv_test.py
src/mobius/components/_decoder.py
src/mobius/components/_decoder_test.py
src/mobius/components/_deepseek_mla.py
src/mobius/components/_deepseek_mla_test.py
src/mobius/components/_dflash.py
src/mobius/components/_diffusion.py
src/mobius/components/_diffusion_test.py
src/mobius/components/_ecapa_tdnn.py
src/mobius/components/_encoder.py
src/mobius/components/_encoder_decoder_attention.py
src/mobius/components/_encoder_decoder_attention_test.py
src/mobius/components/_encoder_test.py
src/mobius/components/_gated_deltanet.py
src/mobius/components/_gated_deltanet_test.py
src/mobius/components/_gemma4_assistant.py
src/mobius/components/_gemma4_audio.py
src/mobius/components/_gemma4_audio_test.py
src/mobius/components/_lightning_attention.py
src/mobius/components/_lora.py
src/mobius/components/_lora_test.py
src/mobius/components/_mamba_block.py
src/mobius/components/_mamba_block_test.py
src/mobius/components/_mlp.py
src/mobius/components/_mlp_test.py
src/mobius/components/_moe.py
src/mobius/components/_moe_test.py
src/mobius/components/_multimodal.py
src/mobius/components/_multimodal_test.py
src/mobius/components/_pixtral_vision.py
src/mobius/components/_pixtral_vision_test.py
src/mobius/components/_qformer.py
src/mobius/components/_qformer_test.py
src/mobius/components/_quantized_linear.py
src/mobius/components/_quantized_linear_test.py
src/mobius/components/_qwen25_vl_vision.py
src/mobius/components/_qwen25_vl_vision_test.py
src/mobius/components/_qwen3_asr_audio.py
src/mobius/components/_qwen3_vl_vision.py
src/mobius/components/_rms_norm.py
src/mobius/components/_rms_norm_test.py
src/mobius/components/_rotary_embedding.py
src/mobius/components/_rotary_embedding_test.py
src/mobius/components/_sam_vision.py
src/mobius/components/_sam_vision_test.py
src/mobius/components/_sanm_attention.py
src/mobius/components/_scan_utils.py
src/mobius/components/_scan_utils_test.py
src/mobius/components/_ssm.py
src/mobius/components/_ssm_test.py
src/mobius/components/_vision.py
src/mobius/components/_vision_test.py
src/mobius/components/_whisper.py
src/mobius/components/_whisper_test.py
src/mobius/functions/__init__.py
src/mobius/functions/causal_conv.py
src/mobius/functions/causal_conv_test.py
src/mobius/functions/linear_attention.py
src/mobius/functions/linear_attention_test.py
src/mobius/functions/matmul_nbits.py
src/mobius/functions/matmul_nbits_test.py
src/mobius/functions/packed_multi_head_attention.py
src/mobius/functions/skip_layer_normalization.py
src/mobius/functions/skip_layer_normalization_test.py
src/mobius/integrations/__init__.py
src/mobius/integrations/gguf/__init__.py
src/mobius/integrations/gguf/_builder.py
src/mobius/integrations/gguf/_builder_test.py
src/mobius/integrations/gguf/_config_mapping.py
src/mobius/integrations/gguf/_config_mapping_test.py
src/mobius/integrations/gguf/_mmproj.py
src/mobius/integrations/gguf/_mmproj_mapping.py
src/mobius/integrations/gguf/_mmproj_mapping_test.py
src/mobius/integrations/gguf/_mmproj_test.py
src/mobius/integrations/gguf/_reader.py
src/mobius/integrations/gguf/_reader_test.py
src/mobius/integrations/gguf/_repacker.py
src/mobius/integrations/gguf/_repacker_test.py
src/mobius/integrations/gguf/_tencent_q1_0.py
src/mobius/integrations/gguf/_tencent_q1_0_test.py
src/mobius/integrations/gguf/_tensor_mapping.py
src/mobius/integrations/gguf/_tensor_mapping_test.py
src/mobius/integrations/gguf/_tensor_processors.py
src/mobius/integrations/gguf/_tensor_processors_test.py
src/mobius/integrations/gguf/_tokenizer.py
src/mobius/integrations/gguf/_tokenizer_test.py
src/mobius/integrations/moshi/__init__.py
src/mobius/integrations/moshi/_builder.py
src/mobius/integrations/nemo/__init__.py
src/mobius/integrations/nemo/_builder.py
src/mobius/integrations/nemo/_config_mapping.py
src/mobius/integrations/nemo/_config_mapping_test.py
src/mobius/integrations/nemo/_genai_config.py
src/mobius/integrations/nemo/_genai_config_test.py
src/mobius/integrations/nemo/_reader.py
src/mobius/integrations/nemo/_reader_test.py
src/mobius/integrations/onnx_genai/__init__.py
src/mobius/integrations/onnx_genai/auto_export.py
src/mobius/integrations/onnx_genai/auto_export_test.py
src/mobius/integrations/onnx_genai/comfyui.py
src/mobius/integrations/onnx_genai/comfyui_test.py
src/mobius/integrations/onnx_genai/convert.py
src/mobius/integrations/onnx_genai/convert_test.py
src/mobius/integrations/onnx_genai/decoder_metadata.py
src/mobius/integrations/onnx_genai/decoder_metadata_test.py
src/mobius/integrations/onnx_genai/inference_metadata.py
src/mobius/integrations/onnx_genai/inference_metadata_test.py
src/mobius/integrations/ort_genai/__init__.py
src/mobius/integrations/ort_genai/auto_export.py
src/mobius/integrations/ort_genai/auto_export_test.py
src/mobius/integrations/ort_genai/ep_config.py
src/mobius/integrations/ort_genai/ep_config_test.py
src/mobius/integrations/ort_genai/genai_config.py
src/mobius/integrations/ort_genai/genai_config_test.py
src/mobius/models/__init__.py
src/mobius/models/_dflash_test.py
src/mobius/models/_eagle3_test.py
src/mobius/models/_gemma4_assistant_test.py
src/mobius/models/_models_test.py
src/mobius/models/_phi3_vision_projector.py
src/mobius/models/_phi3_vision_projector_test.py
src/mobius/models/_qwen35_mtp_test.py
src/mobius/models/adapters.py
src/mobius/models/apertus.py
src/mobius/models/arcee.py
src/mobius/models/bamba.py
src/mobius/models/bart.py
src/mobius/models/base.py
src/mobius/models/bert.py
src/mobius/models/blip.py
src/mobius/models/blip2.py
src/mobius/models/chatglm.py
src/mobius/models/chatglm_test.py
src/mobius/models/clip.py
src/mobius/models/clip_test.py
src/mobius/models/cogvideox.py
src/mobius/models/cohere.py
src/mobius/models/controlnet.py
src/mobius/models/ctrl.py
src/mobius/models/deepseek.py
src/mobius/models/deepseek_ocr2.py
src/mobius/models/deepseek_test.py
src/mobius/models/deepseek_v4.py
src/mobius/models/deepseek_v4_flash_test.py
src/mobius/models/depth_anything.py
src/mobius/models/dflash.py
src/mobius/models/diffllama.py
src/mobius/models/distilbert.py
src/mobius/models/dit.py
src/mobius/models/doge.py
src/mobius/models/eagle3.py
src/mobius/models/ernie.py
src/mobius/models/exaone4.py
src/mobius/models/falcon.py
src/mobius/models/flux_sd3.py
src/mobius/models/fun_asr.py
src/mobius/models/fun_asr_test.py
src/mobius/models/gemma.py
src/mobius/models/gemma3.py
src/mobius/models/gemma3_text.py
src/mobius/models/gemma3n.py
src/mobius/models/gemma4.py
src/mobius/models/gemma4_assistant.py
src/mobius/models/gemma4_test.py
src/mobius/models/glm.py
src/mobius/models/gpt2.py
src/mobius/models/gpt_neox.py
src/mobius/models/gpt_neox_test.py
src/mobius/models/gptj_codegen.py
src/mobius/models/gptoss.py
src/mobius/models/gptoss_test.py
src/mobius/models/granite.py
src/mobius/models/granitemoehybrid.py
src/mobius/models/hunyuan_dit.py
src/mobius/models/hunyuan_v1.py
src/mobius/models/hunyuan_vl_mot.py
src/mobius/models/internlm.py
src/mobius/models/internvl.py
src/mobius/models/jamba.py
src/mobius/models/jetmoe.py
src/mobius/models/layoutlmv3.py
src/mobius/models/llada.py
src/mobius/models/llada_test.py
src/mobius/models/llama4.py
src/mobius/models/llava.py
src/mobius/models/longcat_flash.py
src/mobius/models/mamba.py
src/mobius/models/mimi.py
src/mobius/models/minimax.py
src/mobius/models/mllama.py
src/mobius/models/modernbert.py
src/mobius/models/moe.py
src/mobius/models/moshi.py
src/mobius/models/nanochat.py
src/mobius/models/nemo_rnnt.py
src/mobius/models/nemo_rnnt_test.py
src/mobius/models/nemotron.py
src/mobius/models/nemotron_h.py
src/mobius/models/olmo.py
src/mobius/models/opt.py
src/mobius/models/persimmon.py
src/mobius/models/phi.py
src/mobius/models/phi3.py
src/mobius/models/phi3_v.py
src/mobius/models/phi3_v_test.py
src/mobius/models/phi4_siglip.py
src/mobius/models/qwen.py
src/mobius/models/qwen35.py
src/mobius/models/qwen35_mtp.py
src/mobius/models/qwen3_asr.py
src/mobius/models/qwen3_next.py
src/mobius/models/qwen3_tts.py
src/mobius/models/qwen3_tts_test.py
src/mobius/models/qwen3_tts_tokenizer.py
src/mobius/models/qwen_image.py
src/mobius/models/qwen_image_vae.py
src/mobius/models/qwen_vl.py
src/mobius/models/qwen_vl_test.py
src/mobius/models/sam2.py
src/mobius/models/segformer.py
src/mobius/models/sensevoice_small.py
src/mobius/models/smollm.py
src/mobius/models/starcoder2.py
src/mobius/models/t5.py
src/mobius/models/t5_test.py
src/mobius/models/trocr.py
src/mobius/models/unet.py
src/mobius/models/unet_lora_test.py
src/mobius/models/unet_parity_test.py
src/mobius/models/vae.py
src/mobius/models/video_vae.py
src/mobius/models/vit.py
src/mobius/models/vit_test.py
src/mobius/models/wav2vec2.py
src/mobius/models/wav2vec2_ctc.py
src/mobius/models/whisper.py
src/mobius/models/xlm.py
src/mobius/models/yolos.py
src/mobius/models/zamba2.py
src/mobius/rewrite_rules/__init__.py
src/mobius/rewrite_rules/_bias_gelu.py
src/mobius/rewrite_rules/_bias_gelu_test.py
src/mobius/rewrite_rules/_decompose_attention.py
src/mobius/rewrite_rules/_decompose_attention_test.py
src/mobius/rewrite_rules/_decompose_rope.py
src/mobius/rewrite_rules/_decompose_rope_test.py
src/mobius/rewrite_rules/_gelu_fusion.py
src/mobius/rewrite_rules/_gelu_fusion_test.py
src/mobius/rewrite_rules/_group_query_attention.py
src/mobius/rewrite_rules/_group_query_attention_test.py
src/mobius/rewrite_rules/_htp_rank4_rmsnorm.py
src/mobius/rewrite_rules/_htp_rank4_rmsnorm_test.py
src/mobius/rewrite_rules/_layer_norm_fusion.py
src/mobius/rewrite_rules/_layer_norm_fusion_test.py
src/mobius/rewrite_rules/_packed_attention.py
src/mobius/rewrite_rules/_packed_attention_test.py
src/mobius/rewrite_rules/_scatternd.py
src/mobius/rewrite_rules/_scatternd_test.py
src/mobius/rewrite_rules/_separate_rope.py
src/mobius/rewrite_rules/_separate_rope_test.py
src/mobius/rewrite_rules/_skip_layer_norm.py
src/mobius/rewrite_rules/_skip_layer_norm_test.py
src/mobius/rewrite_rules/_skip_norm.py
src/mobius/rewrite_rules/_skip_norm_test.py
src/mobius/rewrite_rules/_static_empty_kv.py
src/mobius/rewrite_rules/_static_empty_kv_test.py
src/mobius/rewrite_rules/_testing_utils.py
src/mobius/rewrite_rules/_unpack_qkv.py
src/mobius/rewrite_rules/_unpack_qkv_test.py
src/mobius/tasks/__init__.py
src/mobius/tasks/_adapter.py
src/mobius/tasks/_audio_ctc.py
src/mobius/tasks/_audio_feature_extraction.py
src/mobius/tasks/_base.py
src/mobius/tasks/_cache_utils.py
src/mobius/tasks/_cache_utils_test.py
src/mobius/tasks/_causal_lm.py
src/mobius/tasks/_codec.py
src/mobius/tasks/_controlnet.py
src/mobius/tasks/_ctc_asr.py
src/mobius/tasks/_deepseek_v4.py
src/mobius/tasks/_denoising.py
src/mobius/tasks/_dflash.py
src/mobius/tasks/_eagle3.py
src/mobius/tasks/_feature_extraction.py
src/mobius/tasks/_fun_asr_speech_language.py
src/mobius/tasks/_gemma4.py
src/mobius/tasks/_gemma4_assistant.py
src/mobius/tasks/_hunyuan_vl_mot.py
src/mobius/tasks/_image_classification.py
src/mobius/tasks/_masked_diffusion.py
src/mobius/tasks/_moshi.py
src/mobius/tasks/_multimodal.py
src/mobius/tasks/_object_detection.py
src/mobius/tasks/_phi4mm_multimodal.py
src/mobius/tasks/_qwen35_mtp.py
src/mobius/tasks/_qwen_image_vae.py
src/mobius/tasks/_rnnt.py
src/mobius/tasks/_seq2seq.py
src/mobius/tasks/_speech_language.py
src/mobius/tasks/_speech_to_text.py
src/mobius/tasks/_ssm_causal_lm.py
src/mobius/tasks/_task_test.py
src/mobius/tasks/_tts.py
src/mobius/tasks/_vae.py
src/mobius/tasks/_video_denoising.py
src/mobius/tasks/_vision_language.py
src/mobius/tasks/_vision_language_3model.py
src/mobius_onnx.egg-info/PKG-INFO
src/mobius_onnx.egg-info/SOURCES.txt
src/mobius_onnx.egg-info/dependency_links.txt
src/mobius_onnx.egg-info/entry_points.txt
src/mobius_onnx.egg-info/requires.txt
src/mobius_onnx.egg-info/top_level.txt