Instructions to use coder543/ming-3.0-tts-tiny-glade with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use coder543/ming-3.0-tts-tiny-glade with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download coder543/ming-3.0-tts-tiny-glade --local-dir ming-3.0-tts-tiny-glade
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download language/config.json from coder543/ming-3.0-tts-tiny-glade: direct link, hf CLI and curl.
- Browser
- Download file 5.87 kB
-
https://huggingface.co/coder543/ming-3.0-tts-tiny-glade/resolve/main/language/config.json
- Command line
-
hf download hf://coder543/ming-3.0-tts-tiny-glade/language/config.json
-
curl -L -o config.json https://huggingface.co/coder543/ming-3.0-tts-tiny-glade/resolve/main/language/config.json
5.87 kB
| { | |
| "architectures": [ | |
| "LingV3TTSForConditionalGeneration" | |
| ], | |
| "model_type": "lingv3_tts", | |
| "auto_map": { | |
| "AutoConfig": "configuration_lingv3_tts.LingV3TTSConfig", | |
| "AutoModel": "modeling_lingv3_tts.LingV3TTSForConditionalGeneration" | |
| }, | |
| "tie_word_embeddings": false, | |
| "llm_config": { | |
| "architectures": [ | |
| "BailingMoeV3ForCausalLM" | |
| ], | |
| "model_type": "bailing_moe_v3", | |
| "vocab_size": 157184, | |
| "hidden_size": 1536, | |
| "intermediate_size": 4608, | |
| "num_hidden_layers": 24, | |
| "num_attention_heads": 16, | |
| "num_key_value_heads": 16, | |
| "hidden_act": "silu", | |
| "use_qkv_bias": false, | |
| "use_bias": false, | |
| "rms_norm_eps": 1e-06, | |
| "tie_word_embeddings": false, | |
| "embedding_dropout": 0.0, | |
| "attention_dropout": 0.0, | |
| "output_dropout": 0.0, | |
| "initializer_range": 0.006, | |
| "max_position_embeddings": 4096, | |
| "rope_theta": 10000, | |
| "use_cache": true, | |
| "max_window_layers": 24, | |
| "rope_scaling": null, | |
| "bos_token_id": 156891, | |
| "pad_token_id": 156892, | |
| "eos_token_id": [ | |
| 156892, | |
| 156895 | |
| ], | |
| "num_experts": 128, | |
| "num_shared_experts": 1, | |
| "num_experts_per_tok": 8, | |
| "n_group": 8, | |
| "topk_group": 4, | |
| "moe_intermediate_size": 512, | |
| "moe_shared_expert_intermediate_size": 512, | |
| "first_k_dense_replace": 1, | |
| "head_dim": 128, | |
| "output_router_logits": false, | |
| "use_qk_norm": true, | |
| "num_nextn_predict_layers": 0, | |
| "mtp_loss_scaling_factor": 0.1, | |
| "moe_router_enable_expert_bias": true, | |
| "routed_scaling_factor": 2.5, | |
| "moe_router_topk_scaling_factor": 2.5, | |
| "layer_group_size": 4, | |
| "kv_lora_rank": 512, | |
| "q_lora_rank": 256, | |
| "qk_rope_head_dim": 64, | |
| "v_head_dim": 128, | |
| "qk_nope_head_dim": 128, | |
| "rope_interleave": true, | |
| "score_function": "sigmoid", | |
| "scoring_func": "sigmoid", | |
| "seq_aux": true, | |
| "topk_method": "noaux_tc", | |
| "router_dtype": "fp32", | |
| "gated_attention_proj_granularity_type": "head_wise", | |
| "no_kda_lora": true, | |
| "kda_safe_gate": true, | |
| "kda_lower_bound": -5.0, | |
| "short_conv_kernel_size": 4, | |
| "moe_layer_freq": [ | |
| 0, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1, | |
| 1 | |
| ], | |
| "torch_dtype": "bfloat16", | |
| "norm_topk_prob": true, | |
| "use_expert_bias": true, | |
| "moe_z_loss_coeff": 2.9e-06, | |
| "rotary_percent": 0.5, | |
| "position_embedding_type": "rope" | |
| }, | |
| "audio_config": { | |
| "architectures": [ | |
| "AudioVAE" | |
| ], | |
| "sample_rate": 44100, | |
| "enc_kwargs": { | |
| "backbone": { | |
| "_attn_implementation": "flash_attention_2", | |
| "attention_dropout": 0.0, | |
| "hidden_act": "silu", | |
| "hidden_size": 896, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4864, | |
| "is_causal": true, | |
| "max_position_embeddings": 32768, | |
| "max_window_layers": 0, | |
| "model_type": "qwen2", | |
| "num_attention_heads": 14, | |
| "num_hidden_layers": 24, | |
| "num_key_value_heads": 2, | |
| "rms_norm_eps": 1e-06, | |
| "rope_theta": 1000000.0, | |
| "sliding_window": 64, | |
| "tie_word_embeddings": true, | |
| "torch_dtype": "bfloat16", | |
| "use_cache": false, | |
| "use_sliding_window": true, | |
| "vocab_size": 1 | |
| }, | |
| "hop_size": 882, | |
| "input_dim": 882, | |
| "latent_dim": 64 | |
| }, | |
| "dec_kwargs": { | |
| "backbone": { | |
| "_attn_implementation": "flash_attention_2", | |
| "attention_dropout": 0.0, | |
| "hidden_act": "silu", | |
| "hidden_size": 896, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4864, | |
| "is_causal": true, | |
| "max_position_embeddings": 32768, | |
| "max_window_layers": 0, | |
| "model_type": "qwen2", | |
| "num_attention_heads": 14, | |
| "num_hidden_layers": 24, | |
| "num_key_value_heads": 2, | |
| "rms_norm_eps": 1e-06, | |
| "rope_theta": 1000000.0, | |
| "sliding_window": 64, | |
| "tie_word_embeddings": true, | |
| "torch_dtype": "bfloat16", | |
| "use_cache": false, | |
| "use_sliding_window": true, | |
| "vocab_size": 1 | |
| }, | |
| "latent_dim": 64, | |
| "output_dim": 882 | |
| }, | |
| "semantic_module_kwargs": null, | |
| "init_method": "kaiming", | |
| "patch_size": 4, | |
| "torch_dtype": "bfloat16" | |
| }, | |
| "tts_config": { | |
| "protocol_version": "thinking_v1", | |
| "prompt_format": "legacy_antmmf", | |
| "tokenizer_contract": "legacy_antmmf", | |
| "sampling_contract": "native_fp32", | |
| "enable_tts_target_language": true, | |
| "infer_tts_language_from_text": true, | |
| "conditioning_mode": "speaker_only", | |
| "sampling_temperature": 1.5, | |
| "prompt_eos_token_id": 156895, | |
| "sample_rate": 44100, | |
| "speaker_embedding_dim": 192, | |
| "latent_dim": 64, | |
| "patch_size": 1, | |
| "history_size": 1, | |
| "audio_patch_token_id": 157164, | |
| "audio_start_token_id": 157165, | |
| "audio_end_token_id": 157166, | |
| "speaker_start_token_id": 157175, | |
| "speaker_end_token_id": 157176, | |
| "stop_threshold": 0.5, | |
| "minimum_decode_steps": 13, | |
| "maximum_decode_steps": 250, | |
| "decode_alignment": "old_shift", | |
| "task_contract": "lingv3_sft_multitask_v1", | |
| "task_decode_alignment": { | |
| "podcast": "old_shift" | |
| }, | |
| "with_rml": true | |
| }, | |
| "flow_config": { | |
| "z_channels": 64, | |
| "hidden_size": 1024, | |
| "depth": 16, | |
| "num_heads": 16, | |
| "mlp_ratio": 4, | |
| "dropout": 0.1, | |
| "qk_norm": null, | |
| "pe_attn_head": null, | |
| "attn_backend": "torch", | |
| "attn_mask_enabled": false | |
| }, | |
| "aggregator_config": { | |
| "in_channels": 64, | |
| "hidden_size": 1024, | |
| "depth": 8, | |
| "num_heads": 16, | |
| "mlp_ratio": 4, | |
| "dropout": 0.1, | |
| "qk_norm": null, | |
| "pe_attn_head": null, | |
| "attn_backend": "torch", | |
| "attn_mask_enabled": false | |
| }, | |
| "torch_dtype": "bfloat16" | |
| } | |