| from transformers import LlamaConfig, LlamaForCausalLM, LlamaTokenizerFast, ViTImageProcessorFast, Wav2Vec2FeatureExtractor, Wav2Vec2Processor | |
| config = LlamaConfig.from_pretrained("./config.json") | |
| model = LlamaForCausalLM.from_pretrained("meta-llama/Llama-3.2-1B",config=config) | |
| tokenizer = LlamaTokenizerFast.from_pretrained("meta-llama/Llama-3.2-1B") | |
| vit_extractor = ViTImageProcessorFast.from_pretrained("google/vit-base-patch16-224") | |
| feature_extractor = Wav2Vec2FeatureExtractor.from_pretrained("facebook/wav2vec2-base-960h") | |
| processor = Wav2Vec2Processor(feature_extractor=feature_extractor, tokenizer=tokenizer) | |
| model.push_to_hub("appohfaiths/Llama-Ghanaba-AI") | |
| tokenizer.push_to_hub("appohfaiths/Llama-Ghanaba-AI") |