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ML Workbench

by rohithpalem2025co.huggingface.rohithpalem2025/ml-workbench

How the score works

  • Remote endpoint
  • 12 tools
  • MIT
  • ml_workbench_generate_with_adapter Generate a response using the most recently trained LoRA adapter.
  • ml_workbench_history_hint
  • ml_workbench_notes_indicator
  • ml_workbench_preview_hub_repo
  • ml_workbench_run_extraction
  • ml_workbench_search_hub
  • ml_workbench_send_chat_message Manual chat-send handler (not gr.ChatInterface) so voice and text can sit side by side with equal visual weight in the UI. Streams the reply into the Chatbot; a client-side JS step (CHAT_TTS_JS, bound to the Chatbot's own .change() event) speaks the reply aloud once streaming settles, at zero GPU/quota cost. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
  • ml_workbench_send_chat_message_1 Manual chat-send handler (not gr.ChatInterface) so voice and text can sit side by side with equal visual weight in the UI. Streams the reply into the Chatbot; a client-side JS step (CHAT_TTS_JS, bound to the Chatbot's own .change() event) speaks the reply aloud once streaming settles, at zero GPU/quota cost. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
  • ml_workbench_send_to_train_tab
  • ml_workbench_train_lora Run a real LoRA fine-tune on the uploaded dataset for the given base model. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
  • ml_workbench_transcribe_audio Transcribe a recorded voice clip to text. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
  • ml_workbench_transcribe_audio_1 Transcribe a recorded voice clip to text. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool

As the server's own listing gives them. We never call a tool.