unsloth/studio/backend/core/inference
Daniel Han cbb2eaa729 Studio diffusion (Phase 6) review round 2: img2img source dims + upscale repeats
Codex review on the native engine arg builder:

- build_sd_cpp_command emitted --width/--height unconditionally, so an
  img2img/inpaint/edit run that left dims unset forced a 1024x1024 resize/crop of
  the input. width/height are now Optional (None = unset): an image-conditioned
  run (init_img or ref_images) with unset dims omits the flags so sd.cpp derives
  the size from the input image (set_width_and_height_if_unset); a plain txt2img
  run with unset dims keeps the prior 1024x1024 default; explicit dims are always
  honored. width/height are read only by the builder, so the type change is local.

- build_sd_cpp_upscale_command used a truthiness guard (params.repeats and ...)
  that silently swallowed repeats=0 into sd-cli's default of one pass, turning an
  explicit no-op into a real upscale. It now rejects repeats < 1 with ValueError
  and emits the flag for any explicit value != 1.

Tests: img2img unset dims omit width/height (init_img and ref_images), explicit
dims emitted, txt2img keeps 1024; upscale rejects repeats=0 and omits the flag at
the default. (Two pre-existing binary-discovery tests fail only because a real
sd-cli is installed in this dev environment; unrelated to this change.)
2026-06-29 10:36:44 +00:00
..
__init__.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
_html_to_md.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
anthropic_compat.py Studio: improve OpenAI- and Anthropic-compatible API spec compliance (#6010) 2026-06-09 17:13:25 +02:00
api_monitor.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
audio_codecs.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
chat_template_helpers.py Studio: make code comments and docstrings more succinct (#6029) 2026-06-08 23:07:28 -07:00
chat_templates.py Studio: bundle Gemma 4 chat templates (E2B/E4B + larger) and auto-apply to unsloth/gemma-4-*-GGUF (#6245) 2026-06-12 05:49:39 -07:00
defaults.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
diffusion.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 14:43:45 +00:00
diffusion_device.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 11:30:41 +00:00
diffusion_families.py Studio diffusion (Phase 3): opt-in speed layer (channels_last / compile / TF32) 2026-06-25 13:55:08 +00:00
diffusion_memory.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 13:56:37 +00:00
diffusion_precision.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 14:43:45 +00:00
diffusion_speed.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 13:56:37 +00:00
external_provider.py Studio: ignore unsupported env proxy during Studio startup (#6102) 2026-06-11 05:13:27 -07:00
gpu_arbiter.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 03:21:55 +00:00
image_gallery.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 03:21:55 +00:00
inference.py fix(studio): handle multimodal list content in inference text paths (#4383) (#6480) 2026-06-23 01:26:11 -07:00
key_exchange.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
llama_cpp.py Studio: honor stream=false on the GGUF agentic tool path (#6570) (#6618) 2026-06-24 15:37:08 +01:00
llama_http.py Studio: serialize non-streaming responses once and pool the proxy client (#6393) 2026-06-17 22:38:02 -07:00
llama_server_args.py studio: deterministic VRAM auto-fit for GGUF (MTP reserve, compute buffer, total-based budget) (#6312) 2026-06-17 03:10:22 -07:00
llama_stats.py Studio: trim serving-log noise and surface llama-server engine stats (#6377) 2026-06-17 05:37:57 -07:00
mcp_client.py Studio: enable stdio MCP servers on a loopback bind (#6295) 2026-06-15 03:02:32 +01:00
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 Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
orchestrator.py Studio: persistent per-user trust_remote_code approval cache (#6551) 2026-06-22 05:12:49 -07:00
pricing.py Reduce and tighten code comments and docstrings repo-wide (#6095) 2026-06-08 23:09:51 -07:00
providers.py Studio: Add custom provider option to Connections (#6112) 2026-06-12 13:09:35 +02:00
runtime_context.py Expose runtime context length for hub models (#6154) 2026-06-11 22:13:53 +03:00
safetensors_agentic.py Studio: show tool-call progress for large GGUF tool arguments (#6484) 2026-06-22 05:50:10 -07:00
sd_cpp_args.py Studio diffusion (Phase 6) review round 2: img2img source dims + upscale repeats 2026-06-29 10:36:44 +00:00
sd_cpp_engine.py [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-06-25 16:08:55 +00:00
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 Fix Gemma 4 GGUF OpenAI API streams (#6476) 2026-06-23 06:13:56 -07:00
tool_loop_controller.py Studio: clean-room compact RAG (knowledge bases, hybrid search, fast indexing) (#5910) 2026-06-09 21:17:04 -07:00
tools.py Use UTF-8 for Python code-execution subprocess I/O (#6489 class) (#6548) 2026-06-22 09:06:03 -07:00
worker.py Generalize transformers tier selection by probing AutoConfig (#6550) 2026-06-22 08:20:06 -07:00