unsloth/studio/backend/core/inference
Daniel Han 828f89abbe Skip malformed-args validation when auto-heal is on
The F3 pre-dispatch validator flagged any non-object tool-call
``arguments`` as malformed, even when the caller had set
``auto_heal_tool_calls=True``. The dispatcher downstream already
heals bare-string arguments (for example a raw web_search query)
into a valid ``{"query": ...}`` shape, so rejecting them up front
made the validation loop fight the heal and effectively disabled
the auto-heal feature for that family of models.

Gate the malformed-args branch on ``auto_heal_tool_calls`` being
off so dispatch keeps its existing healing semantics. The
unknown-tool branch still fires in either mode because no amount
of healing can invent a tool that is not registered.

Existing tests in tests/test_validation_retry_loop.py already pin
both paths (``test_malformed_args_bypassed_when_heal_on`` and
``test_malformed_args_caught_when_heal_off``); both pass with this
change.
2026-05-22 15:49:30 +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: PDF / document attachments for Anthropic + OpenAI (#5689) 2026-05-22 06:22:57 -07:00
inference.py Studio: retry agentic loop on validation failure 2026-05-22 14:42:19 +00:00
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 Skip malformed-args validation when auto-heal is on 2026-05-22 15:49:30 +00:00
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 [pre-commit.ci] auto fixes from pre-commit.com hooks 2026-05-22 14:43:02 +00:00
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