| { | |
| "architectures": [ | |
| "ASRModel" | |
| ], | |
| "attn_implementation": "flash_attention_2", | |
| "audio_config": { | |
| "_name_or_path": "zai-org/GLM-ASR-Nano-2512", | |
| "architectures": [ | |
| "GlmAsrForConditionalGeneration" | |
| ], | |
| "audio_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "attention_dropout": 0.0, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": null, | |
| "head_dim": 64, | |
| "hidden_act": "gelu", | |
| "hidden_size": 1280, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 5120, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "max_position_embeddings": 1500, | |
| "model_type": "glmasr_encoder", | |
| "num_attention_heads": 20, | |
| "num_hidden_layers": 32, | |
| "num_key_value_heads": 20, | |
| "num_mel_bins": 128, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "partial_rotary_factor": 0.5, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rope_parameters": { | |
| "partial_rotary_factor": 0.5, | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| } | |
| }, | |
| "audio_token_id": 59260, | |
| "dtype": "bfloat16", | |
| "hidden_size": 2048, | |
| "model_type": "glmasr", | |
| "num_mel_bins": 128, | |
| "projector_hidden_act": "gelu", | |
| "text_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 1, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": null, | |
| "eos_token_id": [ | |
| 59246, | |
| 59253, | |
| 59255 | |
| ], | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 2048, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 6144, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "max_position_embeddings": 8192, | |
| "mlp_bias": false, | |
| "model_type": "llama", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 28, | |
| "num_key_value_heads": 4, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "pad_token_id": null, | |
| "pretraining_tp": 1, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rms_norm_eps": 1e-05, | |
| "rope_parameters": { | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| }, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "vocab_size": 59264 | |
| }, | |
| "vocab_size": 59264 | |
| }, | |
| "audio_model_id": "zai-org/GLM-ASR-Nano-2512", | |
| "audio_sample_rate": 16000, | |
| "auto_map": { | |
| "AutoConfig": "asr_config.ASRConfig", | |
| "AutoModel": "asr_modeling.ASRModel", | |
| "AutoModelForSpeechSeq2Seq": "asr_modeling.ASRModel", | |
| "AutoProcessor": "asr_processing.ASRProcessor" | |
| }, | |
| "custom_pipelines": { | |
| "automatic-speech-recognition": { | |
| "impl": "asr_pipeline.ASRPipeline", | |
| "pt": [ | |
| "AutoModelForSpeechSeq2Seq" | |
| ], | |
| "tf": [], | |
| "type": "audio" | |
| } | |
| }, | |
| "do_sample": true, | |
| "downsample_rate": 5, | |
| "dtype": "bfloat16", | |
| "encoder": { | |
| "_name_or_path": "zai-org/GLM-ASR-Nano-2512", | |
| "architectures": [ | |
| "GlmAsrForConditionalGeneration" | |
| ], | |
| "audio_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "attention_dropout": 0.0, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": null, | |
| "head_dim": 64, | |
| "hidden_act": "gelu", | |
| "hidden_size": 1280, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 5120, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "max_position_embeddings": 1500, | |
| "model_type": "glmasr_encoder", | |
| "num_attention_heads": 20, | |
| "num_hidden_layers": 32, | |
| "num_key_value_heads": 20, | |
| "num_mel_bins": 128, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "partial_rotary_factor": 0.5, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rope_parameters": { | |
| "partial_rotary_factor": 0.5, | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| } | |
| }, | |
| "audio_token_id": 59260, | |
| "dtype": "bfloat16", | |
| "hidden_size": 2048, | |
| "model_type": "glmasr", | |
| "num_mel_bins": 128, | |
| "projector_hidden_act": "gelu", | |
| "text_config": { | |
| "_name_or_path": "", | |
| "architectures": null, | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 1, | |
| "chunk_size_feed_forward": 0, | |
| "dtype": null, | |
| "eos_token_id": [ | |
| 59246, | |
| 59253, | |
| 59255 | |
| ], | |
| "head_dim": 128, | |
| "hidden_act": "silu", | |
| "hidden_size": 2048, | |
| "id2label": { | |
| "0": "LABEL_0", | |
| "1": "LABEL_1" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 6144, | |
| "is_encoder_decoder": false, | |
| "label2id": { | |
| "LABEL_0": 0, | |
| "LABEL_1": 1 | |
| }, | |
| "max_position_embeddings": 8192, | |
| "mlp_bias": false, | |
| "model_type": "llama", | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 28, | |
| "num_key_value_heads": 4, | |
| "output_attentions": false, | |
| "output_hidden_states": false, | |
| "pad_token_id": null, | |
| "pretraining_tp": 1, | |
| "problem_type": null, | |
| "return_dict": true, | |
| "rms_norm_eps": 1e-05, | |
| "rope_parameters": { | |
| "rope_theta": 10000.0, | |
| "rope_type": "default" | |
| }, | |
| "tie_word_embeddings": false, | |
| "use_cache": true, | |
| "vocab_size": 59264 | |
| }, | |
| "vocab_size": 59264 | |
| }, | |
| "encoder_conv_layers": [ | |
| [ | |
| 1, | |
| 3, | |
| 1 | |
| ], | |
| [ | |
| 1, | |
| 3, | |
| 2 | |
| ] | |
| ], | |
| "encoder_dim": 1280, | |
| "freeze_projector": false, | |
| "freq_mask_length": 27, | |
| "inference_warmup_tokens": 10, | |
| "label_smoothing": 0.0, | |
| "length_penalty": 1.0, | |
| "llm_dim": 2048, | |
| "lora_alpha": 32, | |
| "lora_dropout": 0.0, | |
| "lora_rank": 8, | |
| "lora_target_modules": [ | |
| "q_proj", | |
| "k_proj", | |
| "v_proj", | |
| "o_proj", | |
| "gate_proj", | |
| "up_proj", | |
| "down_proj" | |
| ], | |
| "max_new_tokens": 128, | |
| "min_new_tokens": 0, | |
| "model_dtype": "bfloat16", | |
| "model_type": "asr_model", | |
| "no_repeat_ngram_size": 0, | |
| "num_beams": 1, | |
| "num_experts": 4, | |
| "num_experts_per_tok": 2, | |
| "num_freq_masks": 1, | |
| "num_time_masks": 1, | |
| "pipeline_tag": "automatic-speech-recognition", | |
| "pretrained_model_path": "mazesmazes/tiny-audio-multitask", | |
| "projector_dropout": 0.0, | |
| "projector_hidden_dim": null, | |
| "projector_init_std": 0.02, | |
| "projector_num_layers": 2, | |
| "projector_pool_stride": 4, | |
| "projector_type": "mlp", | |
| "qformer_hidden_size": null, | |
| "qformer_intermediate_size": null, | |
| "qformer_num_heads": 16, | |
| "qformer_num_layers": 2, | |
| "qformer_window_size": 15, | |
| "repetition_penalty": 1.05, | |
| "router_aux_loss_coef": 0.01, | |
| "system_prompt": "", | |
| "temperature": 0.7, | |
| "text_config": { | |
| "_name_or_path": "HuggingFaceTB/SmolLM3-3B", | |
| "architectures": [ | |
| "SmolLM3ForCausalLM" | |
| ], | |
| "attention_bias": false, | |
| "attention_dropout": 0.0, | |
| "bos_token_id": null, | |
| "dtype": "bfloat16", | |
| "eos_token_id": 128012, | |
| "hidden_act": "silu", | |
| "hidden_size": 2048, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 11008, | |
| "layer_types": [ | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention", | |
| "full_attention" | |
| ], | |
| "max_position_embeddings": 65536, | |
| "max_window_layers": 28, | |
| "mlp_bias": false, | |
| "model_type": "smollm3", | |
| "no_rope_layer_interval": 4, | |
| "no_rope_layers": [ | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 0 | |
| ], | |
| "num_attention_heads": 16, | |
| "num_hidden_layers": 36, | |
| "num_key_value_heads": 4, | |
| "pad_token_id": 128004, | |
| "pretraining_tp": 2, | |
| "rms_norm_eps": 1e-06, | |
| "rope_parameters": { | |
| "rope_theta": 5000000.0, | |
| "rope_type": "default" | |
| }, | |
| "sliding_window": null, | |
| "tie_word_embeddings": true, | |
| "use_cache": false, | |
| "use_sliding_window": false, | |
| "vocab_size": 128257 | |
| }, | |
| "text_model_id": "HuggingFaceTB/SmolLM3-3B", | |
| "time_mask_length": 100, | |
| "top_k": null, | |
| "top_p": null, | |
| "transformers_version": "5.0.0.dev0", | |
| "use_cache": false, | |
| "use_lora": false, | |
| "use_specaugment": true, | |
| "vocab_size": 128257 | |
| } | |