Instructions to use FiditeNemini/CallMe with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use FiditeNemini/CallMe with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download FiditeNemini/CallMe --local-dir CallMe
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download tts/config.json from FiditeNemini/CallMe: direct link, hf CLI and curl.
- Browser
- Download file 5.18 kB
-
https://huggingface.co/FiditeNemini/CallMe/resolve/main/tts/config.json
- Command line
-
hf download hf://FiditeNemini/CallMe/tts/config.json
-
curl -L -o config.json https://huggingface.co/FiditeNemini/CallMe/resolve/main/tts/config.json
5.18 kB
| { | |
| "aggregator_config": { | |
| "attn_mask_enabled": false, | |
| "depth": 8, | |
| "dropout": 0.0, | |
| "hidden_size": 1024, | |
| "mlp_ratio": 4, | |
| "num_heads": 16 | |
| }, | |
| "architectures": [ | |
| "BailingMMNativeForConditionalGeneration" | |
| ], | |
| "audio_tokenizer_config": { | |
| "architectures": [ | |
| "AudioVAE" | |
| ], | |
| "dec_kwargs": { | |
| "backbone": { | |
| "_attn_implementation": "flash_attention_2", | |
| "attention_dropout": 0.0, | |
| "attn_implementation": null, | |
| "bos_token_id": 151643, | |
| "eos_token_id": 151645, | |
| "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", | |
| "transformers_version": "4.43.1", | |
| "use_cache": false, | |
| "use_sliding_window": true, | |
| "vocab_size": 1 | |
| }, | |
| "latent_dim": 64, | |
| "output_dim": 882 | |
| }, | |
| "enc_kwargs": { | |
| "backbone": { | |
| "_attn_implementation": "flash_attention_2", | |
| "attention_dropout": 0.0, | |
| "attn_implementation": null, | |
| "bos_token_id": 151643, | |
| "eos_token_id": 151645, | |
| "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", | |
| "transformers_version": "4.43.1", | |
| "use_cache": false, | |
| "use_sliding_window": true, | |
| "vocab_size": 1 | |
| }, | |
| "hop_size": 882, | |
| "input_dim": 882, | |
| "latent_dim": 64 | |
| }, | |
| "hifi_gan_disc_kwargs": { | |
| "channel_increasing_factor": 4, | |
| "channels": 16, | |
| "max_downsample_channels": 512, | |
| "periods": [ | |
| 2, | |
| 3, | |
| 5, | |
| 7, | |
| 11 | |
| ] | |
| }, | |
| "init_method": "kaiming", | |
| "lambda_adv": 1.0, | |
| "lambda_disc": 1.0, | |
| "lambda_feat_match_loss": 1.0, | |
| "lambda_mel_loss": 1.0, | |
| "lambda_semantic": 2.0, | |
| "patch_size": 4, | |
| "sample_rate": 44100, | |
| "semantic_module_kwargs": null, | |
| "spec_disc_kwargs": { | |
| "channels": 32, | |
| "downsample_scales": [ | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "in_channels": 1, | |
| "kernel_sizes": [ | |
| 5, | |
| 3 | |
| ], | |
| "max_downsample_channels": 512, | |
| "out_channels": 1, | |
| "stft_params": { | |
| "fft_sizes": [ | |
| 78, | |
| 126, | |
| 206, | |
| 334, | |
| 542, | |
| 876, | |
| 1418, | |
| 2296 | |
| ], | |
| "hop_sizes": [ | |
| 39, | |
| 63, | |
| 103, | |
| 167, | |
| 271, | |
| 438, | |
| 709, | |
| 1148 | |
| ], | |
| "win_lengths": [ | |
| 78, | |
| 126, | |
| 206, | |
| 334, | |
| 542, | |
| 876, | |
| 1418, | |
| 2296 | |
| ], | |
| "window": "hann_window" | |
| }, | |
| "use_weight_norm": true | |
| }, | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.46.3" | |
| }, | |
| "auto_map": { | |
| "AutoConfig": "configuration_bailingmm.BailingMMConfig" | |
| }, | |
| "ditar_config": { | |
| "attn_backend": "torch", | |
| "attn_mask_enabled": false, | |
| "depth": 8, | |
| "dropout": 0.0, | |
| "hidden_size": 1024, | |
| "history_patch_size": 1, | |
| "mlp_ratio": 4, | |
| "num_heads": 16, | |
| "patch_size": 1 | |
| }, | |
| "llm_config": { | |
| "architectures": [ | |
| "Qwen2ForCausalLM" | |
| ], | |
| "attention_dropout": 0.0, | |
| "bos_token_id": 151643, | |
| "eos_token_id": 151645, | |
| "hidden_act": "silu", | |
| "hidden_size": 896, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 4864, | |
| "max_position_embeddings": 32768, | |
| "max_window_layers": 21, | |
| "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": 32768, | |
| "tie_word_embeddings": true, | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.43.1", | |
| "use_cache": true, | |
| "use_sliding_window": false, | |
| "vocab_size": 151936 | |
| }, | |
| "mlp_depth": 2, | |
| "model_type": "dense", | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.52.4", | |
| "callme": { | |
| "converted_from": "inclusionAI/Ming-3.0-tts-0.5B", | |
| "dropped_prefixes": [ | |
| "audio.encoder.", | |
| "model.lm_head." | |
| ], | |
| "weight_names": "upstream (unchanged)", | |
| "quantization": { | |
| "bits": 8, | |
| "group_size": 64, | |
| "mode": "affine", | |
| "scope": [ | |
| "model.model.layers.", | |
| "linear_proj_audio.blocks.", | |
| "flowloss.cfm.model.blocks." | |
| ] | |
| } | |
| } | |
| } | |