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unsloth/studio/backend/core/inference
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Daniel Han 06829c2627
 Studio: tighten the comments added by the OpenAI model-admission work (#7501) 
Comment-only follow-up to #7454. That change carried 523 comment lines, many of
them three and four line preambles where one line says the same thing. This
collapses them and drops the ones restating what the code already says, for a
net 77 lines.

Scope is limited to comments #7454 itself introduced. The files it touched hold
about 3,761 comments in total; the rest predate it and are untouched, verified
by checking that every removed line is one that commit added.

Nothing that records why a non-obvious decision was made was dropped, only
compressed. Still stated: the normcase-before-versus-after Windows separator
trap, the innermost-indexed-model rule for nested directories, an HTTPException
being a decision rather than a failure to decide, that only an explicit False is
anonymous to huggingface_hub while None borrows the server owner's login, the
fail-closed tri-state custom-code gate, and the regressions each test was
written for.

Code is provably unchanged: comment_tools.py check reports 17/17 files
comments-only. Backend CI command 10337 passed, 0 failed. tsc -b clean.
2026-07-27 05:59:03 -07:00
..
sandbox_site Pin utf-8 on shipping-code text I/O instead of the operator locale (#7486) 2026-07-27 02:14:20 -07:00
__init__.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
_html_to_md.py Studio: stream live tool output with SSE heartbeats, fix web page extraction, and surface interrupted turns (#7083) 2026-07-15 08:41:00 -07:00
_vulkan_probe.py Vulkan GPUs: real device names and selectable ordinals (rebase of #7356 onto #7476) (#7498) 2026-07-27 05:21:48 -07:00
anthropic_compat.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
api_monitor.py Studio: tighten the comments added by the OpenAI model-admission work (#7501) 2026-07-27 05:59:03 -07:00
audio_codecs.py Studio: add configurable model download location (#7274) 2026-07-23 01:34:38 -07:00
chat_eos.py Studio: stop chat generation on the assistant-turn-end token (fixes Qwen3.5 loop) (#6804) 2026-07-06 10:07:56 -07:00
chat_template_helpers.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
chat_templates.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
defaults.py Add DeepSeek-V4-Flash-GGUF to Studio with none/high/max reasoning (#6908) 2026-07-07 06:13:43 -07:00
external_provider.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
inference.py Pin utf-8 on shipping-code text I/O instead of the operator locale (#7486) 2026-07-27 02:14:20 -07:00
key_exchange.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
llama_admission.py Studio: admission control on /v1/messages, slot pool that tracks --parallel (#7436) 2026-07-27 04:35:17 -07:00
llama_cpp.py Vulkan GPUs: real device names and selectable ordinals (rebase of #7356 onto #7476) (#7498) 2026-07-27 05:21:48 -07:00
llama_http.py fix(studio/llama_cpp): disable trust_env on the loopback health probe (#6750) (#6752) 2026-06-30 19:09:26 +02:00
llama_keepwarm.py Studio: tighten the comments added by the OpenAI model-admission work (#7501) 2026-07-27 05:59:03 -07:00
llama_server_args.py Studio: Expose GPU memory mode in unsloth run and unsloth start (#7421) 2026-07-27 05:54:50 -07:00
llama_stats.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
local_model_resolver.py Studio: tighten the comments added by the OpenAI model-admission work (#7501) 2026-07-27 05:59:03 -07:00
mcp_client.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
mcp_config_import.py studio: show MCP "Import config" on the add-server form (#6030) 2026-06-11 16:17:22 +01:00
message_content.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
mlx_inference.py Studio: reuse MLX prompt cache across turns instead of re-prefilling (#7311) 2026-07-22 02:35:33 -07:00
model_ids.py Studio: tighten the comments added by the OpenAI model-admission work (#7501) 2026-07-27 05:59:03 -07:00
openai_auto_download.py Studio: tighten the comments added by the OpenAI model-admission work (#7501) 2026-07-27 05:59:03 -07:00
orchestrator.py Add Intel XPU support to Unsloth Studio (#4724) 2026-07-24 02:22:07 -03:00
passthrough_healing.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
presence_penalty.py Studio: apply presence_penalty on the safetensors and MLX inference paths (#6923) 2026-07-06 22:24:47 -07:00
pricing.py Replace standalone Studio wording with Unsloth (#7221) 2026-07-19 00:47:04 -07:00
providers.py Allow API key for Ollama connections (#7173) 2026-07-18 22:47:00 -07:00
runtime_context.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
safetensors_agentic.py Studio: default tool-call permission to Approve for me, prompt only on high-risk actions (#7285) 2026-07-26 17:07:31 -07:00
stt_ggml_sidecar.py Studio: add local speech-to-text dictation engine (#7095) 2026-07-23 01:39:03 -07:00
stt_sidecar.py Studio STT: only load safetensors weights for custom dictation models (RCE fix) (#7364) 2026-07-23 03:15:45 -07:00
tensor_fallback.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
tool_call_parser.py Studio: Inkling support fixes (#7153) 2026-07-15 11:22:38 -07:00
tool_loop_controller.py Studio: fetch bare hostnames as https instead of refusing them (#7427) 2026-07-27 03:38:30 -07:00
tool_stream_exec.py Studio: stream live tool output with SSE heartbeats, fix web page extraction, and surface interrupted turns (#7083) 2026-07-15 08:41:00 -07:00
tools.py Studio: fetch bare hostnames as https instead of refusing them (#7427) 2026-07-27 03:38:30 -07:00
web_access_policy.py Studio: add Deep Research (#7219) 2026-07-26 23:36:02 -07:00
worker.py Pin utf-8 on shipping-code text I/O instead of the operator locale (#7486) 2026-07-27 02:14:20 -07:00