Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers In this blog, we present a step-by-step guide on fine-tuning Whisper for any multilingual ASR dataset using Hugging Face 🤗 Transformers. This blog provides in-depth explanations of the Whisper model, the Common Voice dataset...
Fine-Tune Whisper For Multilingual ASR with 🤗 TransformersIn this blog, we present a step-by-step guide on fine-tuning Whisper for any multilingual ASR dataset using Hugging Face 🤗 Transformers. This blog provides in-depth explanations of the Whisper model, the Common Voice dataset...
人工智能 科学 知识 野生技能协会 Hugging Face 社区 机器学习 竞赛 活动 Whisper HuggingFace 发消息 The AI community building the future. 接下来播放 自动连播 [WFTE] Fine-tune Whisper with Jupyter - Part 2 HuggingFace 16 0 小白也能听懂的人工智能课,入学不亏! 零基础学AI [WFTE] Fine-tune...
fromtransformersimportWhisperForConditionalGeneration model=WhisperForConditionalGeneration.from_pretrained(model_name_or_path,load_in_8bit=True,device_map="auto") We use the LoRA implementation from Hugging Face’speftpackage. There are four steps to fine-tune a model using LoRA: ...
4.通过ORPO技术微调 llama3大模型(Fine-tune Llama 3 with ORPO)2024-04-235.从零在win10上测试whisper、faster-whisper、whisperx在CPU和GPU的各自表现情况2024-05-10 收起 1f45bd1e8577af66a05f5e3fadb0b29 通过ORPO对llama进行微调 前言 ORPO是一种新颖的微调技术,它将传统的监督微调和偏好对齐阶段...
For demonstration purposes, we fine-tune the model on the low resource Mongolian ASR dataset ofCommon Voice 16.0that containsca.14h of validated training data. Motivation Whisperis a suite of ASR models, commonly accepted as the best performing models for the ASR task. It provides state-of-the...
Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers In this blog, we present a step-by-step guide on fine-tuning Whisper for any multilingual ASR dataset using Hugging Face 🤗 Transformers. This blog provides in-depth explanations of the Whisper model, the Common Voice datas...
Fine-Tune Whisper For Multilingual ASR with 🤗 Transformers In this blog, we present a step-by-step guide on fine-tuning Whisper for any multilingual ASR dataset using Hugging Face 🤗 Transformers. This blog provides in-depth explanations of the Whisper model, the Common Voice ...
/blog/assets/111_fine_tune_whisper/thumbnail.jpg user sanchit-gandhi user MatrixYao userproofreader zhongdongy true 使用🤗 Transformers 为多语种语音识别任务微调 Whisper 模型 本文提供了一个使用 Hugging Face 🤗 Transformers 在任意多语种语音识别 (ASR) 数据集上微调 Whisper 的分步指南。...
For demonstration purposes, we'll fine-tune the multilingual version of the [`small`](https://huggingface.co/openai/whisper-small) checkpoint with 244M params (~= 1GB). @@ -134,7 +136,7 @@ strong performance in this language. ### Prepare Environment We'll employ several popular Pyth...