unsloth/studio/backend/core/inference
Daniel Han d6765fddce Studio: thread sampling extensions through local + Kimi-search paths
Round-2 round of review-feedback fixes for the sampling-knobs PR:

- studio/backend/routes/chat_history.py: ChatInferenceSettings still had
  the pre-PR field list with extra="forbid", so every settings save the
  new frontend issued would 422 on the new keys (frequencyPenalty,
  seed, stop, serviceTier, parallelToolCalls). Add the fields with the
  same range / enum constraints the chat-completions schema uses, so
  the settings-persistence path round-trips cleanly.

- studio/backend/routes/inference.py: _build_passthrough_payload and
  _build_openai_passthrough_body now thread frequency_penalty, seed,
  and parallel_tool_calls through to llama-server. The frontend exposes
  these knobs for local backends; without the forwarding the UI was a
  decoration. Each field is gated on `is not None` so 0 / False / "0"
  still reach the body.

- studio/backend/core/inference/external_provider.py: the Kimi
  $web_search bypass takes an early return into _stream_kimi_web_search
  before the default OAI-compat body builder runs, so the new sampling
  fields never landed on Kimi-with-search. Forward them through the
  helper, with the same dedupe / truncate behavior the main path
  applies to `stop`. Also extend the OpenAI Responses service_tier
  allowlist to include `scale` per the live openai-python SDK
  (response_create_params.py declares
  Literal["auto","default","flex","scale","priority"]).

- studio/frontend/src/features/chat/provider-capabilities.ts +
  types/runtime.ts: add `scale` to ServiceTier / ServiceTierOption and
  surface it on the OpenAI Responses options so the UI matches the
  upstream enum.

- studio/backend/tests/test_sampling_params_routing.py: add tests for
  every gap above: Kimi web-search bypass forwarding, local OpenAI
  passthrough forwarding, ChatSettingsPayload round-trip, and the full
  Responses service_tier enum (parametrized over the five accepted
  values plus a drop check for the Anthropic-only standard_only).
2026-05-24 12:45:11 +00:00
..
__init__.py Final cleanup 2026-03-12 18:28:04 +00:00
_html_to_md.py fix: studio web search SSL failures and empty page content (#4754) 2026-04-01 06:12:02 -07:00
anthropic_compat.py Studio: Claude Code Anthropic API tool compatibility (#5390) 2026-05-21 16:45:05 +04:00
audio_codecs.py Add native GGUF intake to Studio (#5246) 2026-05-04 11:46:18 +02:00
chat_template_helpers.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
defaults.py studio: engage draft-mtp on vision MTP GGUFs (drop incorrect vision gate) (#5560) 2026-05-18 08:42:55 -07:00
external_provider.py Studio: thread sampling extensions through local + Kimi-search paths 2026-05-24 12:45:11 +00:00
inference.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
key_exchange.py studio: API external provider support for chat (OpenAI, Mistral, Gemini, Cohere, Anthropic, OpenRouter, DeepSeek, custom providers) (#4706) 2026-05-14 16:13:59 +04:00
llama_cpp.py studio: settle GPU VRAM after killing llama-server before the next reload (#5693) 2026-05-22 05:50:39 -07:00
llama_server_args.py studio: add --spec-draft-n-max toggle for MTP speculative decoding (#5582) 2026-05-19 06:17:04 -07:00
mlx_inference.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
orchestrator.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
pricing.py Studio: per-session cost calculator + /api/providers/pricing endpoint (#5690) 2026-05-22 06:03:43 -07:00
providers.py Studio: expand Connections model picker for local inference server (#5643) 2026-05-20 15:06:06 +04:00
safetensors_agentic.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00
tool_call_parser.py Revert "studio: tool calling for Llama-3, Mistral, Gemma 4 on safetensors + MLX (#5615)" (#5619) 2026-05-19 07:26:39 -07:00
tools.py studio: tighten sandbox blocklist precision (bash, hf upload, NOFILE) (#5487) 2026-05-18 00:01:17 -07:00
worker.py Studio: tools, thinking blocks, code execution and web search for safetensors (#5520) 2026-05-19 06:30:17 -07:00