unsloth/studio/backend/utils
Roland Tannous 9ca45826d4 feat: parallel URL image probe with time estimate and progress reporting
- Add 200-sample parallel probe using ThreadPoolExecutor + safe_num_proc
  to estimate download speed and failure rate before full conversion
- Abort with clear error if >=30% of probe images fail to download
- Show estimated download time in the training overlay modal
- Parallel batch conversion for URL-based datasets (vs sequential for local)
- Add warning field to /check-format response for URL-based image datasets
- Display URL warning in dataset preview dialog (amber banner)
- Thread progress_callback from trainer through format_and_template_dataset
  to convert_to_vlm_format for real-time status updates
2026-03-04 23:40:38 +00:00
..
datasets feat: parallel URL image probe with time estimate and progress reporting 2026-03-04 23:40:38 +00:00
hardware Force num_proc=1 on Windows to avoid slow spawn overhead 2026-03-01 13:05:10 +00:00
inference added the inference fetching from model mappers 2026-02-15 02:48:53 -07:00
models fix: support mmproj for local vision GGUF models + fix Windows pipe deadlock 2026-03-01 12:58:38 +00:00
paths fix lora: outputs path local 2026-02-15 16:58:24 +01:00
.gitkeep root studio folder 2026-02-02 09:13:49 +00:00
cache_cleanup.py feat: clear unsloth_compiled_cache on startup, shutdown, and between model loads 2026-02-23 07:26:22 +00:00
utils.py replace torch MPS with MLX 2026-02-11 16:04:35 +00:00