Instructions to use fixie-ai/ultravox-v0_4_1-llama-3_1-8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use fixie-ai/ultravox-v0_4_1-llama-3_1-8b with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("fixie-ai/ultravox-v0_4_1-llama-3_1-8b", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "_name_or_path": "/Users/zhuang/expts/2024-10-09-v0_4_1/stacking-4b/ultravox/artifacts/model-zhuang.2024-10-09-v0_4_1.stacking-4b.8c44a2e:v8", | |
| "architectures": [ | |
| "UltravoxModel" | |
| ], | |
| "audio_model_id": "openai/whisper-large-v3-turbo", | |
| "auto_map": { | |
| "AutoConfig": "ultravox_config.UltravoxConfig", | |
| "AutoModel": "ultravox_model.UltravoxModel", | |
| "AutoProcessor": "ultravox_processing.UltravoxProcessor" | |
| }, | |
| "custom_pipelines": { | |
| "ultravox-pipeline": { | |
| "impl": "ultravox_pipeline.UltravoxPipeline", | |
| "pt": [ | |
| "AutoModel" | |
| ], | |
| "tf": [], | |
| "type": "multimodal" | |
| } | |
| }, | |
| "hidden_size": 4096, | |
| "ignore_index": -100, | |
| "initializer_range": 0.02, | |
| "model_type": "ultravox", | |
| "norm_init": 0.4, | |
| "pad_token_id": 128009, | |
| "projector_act": "swiglu", | |
| "stack_factor": 8, | |
| "text_model_id": "meta-llama/Meta-Llama-3.1-8B-Instruct", | |
| "torch_dtype": "bfloat16", | |
| "transformers_version": "4.44.0", | |
| "vocab_size": 128256, | |
| "audio_token_index": 128256 | |
| } |