| model_name: Evolutionary Multi-Modal Model | |
| model_type: transformer | |
| license: mit | |
| language: en zh | |
| datasets: | |
| - "Custom" | |
| tags: | |
| - text-generation | |
| - code-generation | |
| - speech-recognition | |
| - multi-modal | |
| - evolutionary | |
| base_model: facebook/bart-base | |
| finetuned_from: gpt2, bert-base-uncased, facebook/wav2vec2-base-960h, openai/clip-vit-base-patch32 | |
| dataset: Custom Multi-Modal Dataset | |
| metrics: | |
| - perplexity | |
| - bleu | |
| - wer | |
| - cer | |
| library_name: transformers | |
| pipeline_tag: text-generation | |
| inference: | |
| parameters: | |
| max_length: 50 | |
| top_k: 50 | |
| top_p: 0.95 | |
| temperature: 1.2 | |
| do_sample: true | |
| speech_recognition: | |
| waveform_path: "C:/Users/baby7/Desktop/权重参数/sample-15s.wav" | |
| task: "speech_recognition" | |
| output_audio_key: "Transcription" | |
| text_generation: | |
| input_text: "What is the future of AI?" | |
| task: "text_generation" | |
| output_text_key: "Generated Text" | |
| code_generation: | |
| input_code: "def add(a, b): return" | |
| task: "code_generation" | |
| output_code_key: "Generated Code" | |
| tests: | |
| - name: speech_recognition_test | |
| waveform_path: "C:/Users/baby7/Desktop/权重参数/sample-15s.wav" | |
| expected_output: "Expected transcription" | |
| - name: text_generation_test | |
| input_text: "What is the future of AI?" | |
| expected_output: "Predicted text about AI" | |
| - name: code_generation_test | |
| input_code: "def add(a, b): return" | |
| expected_output: "def add(a, b): return a + b" | |
| extra_info: | |
| author: zero | |
| version: 1.0 | |
| description: | | |
| This Evolutionary Multi-Modal Model is designed for tasks like text generation, code generation, | |
| speech recognition, and vision understanding. It leverages the capabilities of multiple pre-trained | |
| models and applies evolutionary techniques to optimize performance across these tasks. | |
| citation: | |
| - | | |
| @article{your_reference_2025, | |
| title={Evolutionary Multi-Modal Model for Enhanced Performance}, | |
| author={Your Name}, | |
| journal={Journal of AI Research}, | |
| year={2025} | |
| } | |