unsloth/studio/backend/utils
Unsloth 79e8c7356e studio: harden per-model settings against review findings and fuzzing
Review findings (PR #7473):
- Look up overrides under the concrete load path with its quant, not just the
  advertised repo id, so local folders and non-active HF caches are found.
- Carry bare-repo launch flags into the first per-quant save. Auto-switch
  prefers the qualified entry, so without this the flags were silently dropped
  and no UI could show or restore them. The bare id is only derived when the
  suffix looks like a quant, so a Windows drive letter is not split.
- Drop a saved gpu_ids pin that no longer resolves instead of 400ing the whole
  load. A pin outlives the machine it was made on.
- Build the displayed API base from getApiBase() on desktop; the Tauri webview
  origin is not the API server.
- Keep a partial download's isDownloaded when opening settings, so the loader
  still reports download progress.
- Only prefer the loaded quant when the loaded model is this row. Q4_K_M exists
  in most repos, so an unguarded match targeted the wrong variant.

Found by simulation:
- A lone surrogate in a chat template raised UnicodeEncodeError on the byte
  check, an unhandled 500. Now a validation error, in all three call sites.
- _bounded_int accepted bools as GPU ids, truncated fractional floats, and
  raised OverflowError on Infinity, which json.loads accepts.
- api_monitor stored a non-string model verbatim; the monitor page then threw
  on toLowerCase and rendered nothing. Coerced at the boundary and the filter
  no longer trusts network data.
- The overlay store now uses storage that cannot throw. Safari private mode and
  blocked-cookie origins make localStorage throw on access, which broke the
  opt-out toggle.
2026-07-26 07:36:12 -07:00
..
datasets Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
hardware Add Intel XPU support to Unsloth Studio (#4724) 2026-07-24 02:22:07 -03:00
inference Unsloth run/start: per-model recommended sampling and override flags (#7335) 2026-07-23 20:49:54 -07:00
models Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
paths Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
prebuilt Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
security Studio: scan HF cache snapshot loads by their repo id (#7398) 2026-07-24 02:12:00 -07:00
.gitkeep root studio folder 2026-02-02 09:13:49 +00:00
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_studio_release_build.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
api_errors.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
cache_cleanup.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
client_ip.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
coding_agents.py feat: detect installed coding agent CLIs in Studio settings (#6909) 2026-07-08 05:26:50 -07:00
cpu_threads.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
downsample.py Formatting: ruff line-length 100, kwarg-spacing passes, drop blank after short local imports (#6079) 2026-06-08 04:24:13 -07:00
embedding_model_settings.py Studio: customizable RAG embedding model with HF search, settings tab reorganization (#6800) 2026-07-02 05:26:33 -07:00
helper_precache_settings.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
hf_cache_settings.py Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
hf_token_validation.py Studio: validate Hugging Face tokens before use (#7261) 2026-07-20 14:40:14 +01:00
hf_xet_fallback.py Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
hidden_models.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
host_policy.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
lifespan_shutdown.py Studio: make lifespan shutdown resilient to a dead default executor (#6307) 2026-06-15 22:51:46 -07:00
llama_cpp_freshness.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
llama_cpp_update.py Studio: fail fast on out-of-disk instead of a doomed llama.cpp source build (#7420) 2026-07-26 00:11:38 -07:00
mlx_repair.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
native_path_leases.py Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
node_runtime.py Studio: use an isolated Node.js for the frontend build instead of replacing the system Node/npm (#6533) 2026-06-21 21:17:29 -07:00
openai_auto_switch_settings.py studio: harden per-model settings against review findings and fuzzing 2026-07-26 07:36:12 -07:00
personalization_settings.py studio: persist personalization (profile, avatar, theme) server-side (#6516) 2026-06-22 04:09:48 -07:00
preview_rate_limit.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
preview_sharing_settings.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
preview_token.py Studio: require signed capability tokens for /p preview links (#6666) 2026-06-25 21:40:48 -07:00
process_lifetime.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
ssm_runtime.py Auto-install SSM kernels (causal-conv1d, mamba-ssm) for inference loads (#6535) 2026-06-22 04:48:29 -07:00
studio_version.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
subprocess_compat.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
training_runs.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
transformers_dtype.py Studio: Fix torch_dtype deprecation warning on startup and ASR load (#6999) 2026-07-13 17:34:25 -03:00
transformers_latest.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
transformers_version.py Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
update_status.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
upload_limits.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
utils.py Add Intel XPU support to Unsloth Studio (#4724) 2026-07-24 02:22:07 -03:00
uv_path_safety.py Make _uv_safe_path space-safe on macOS/Linux (#6503) (#6534) 2026-06-24 04:02:24 -07:00
wheel_utils.py Studio: fix flash-attn and torchao install on Blackwell (sm_100+) GPUs (Closes #6961) (#6970) 2026-07-08 06:38:10 -07:00
whisper_cpp_freshness.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
whisper_cpp_update.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00