unsloth/studio/backend/assets/configs/model_defaults
Daniel Han 44dcf30b9b
studio: per-model inference defaults, GGUF slider fix, reasoning toggle (#4325)
* studio: extract param count from model name as fallback

When HuggingFace API doesn't return totalParams for a model,
extract the param count from the model name (e.g. "Qwen3-0.6B"
-> "0.6B", "Llama-3.2-1B-Instruct" -> "1B"). Applied to both
the recommended list and HF search results.

* studio: read GGUF context_length via fast header parser, set max tokens

- Fast GGUF metadata reader (~30-55ms) parses only KV header, skips
  tensor data and large arrays (tokenizer vocab etc)
- Extracts context_length and chat_template from GGUF metadata
- Returns context_length in LoadResponse for frontend to use
- Frontend sets maxTokens to actual context_length for GGUFs (e.g.
  262144 for Qwen3.5-9B, 131072 for Qwen2.5-7B)
- Max Tokens slider shows "Max" and is locked for GGUFs
- Auto-load path also uses actual context_length from load response
- Toast auto-dismiss (5s) and close button for auto-load toast

* studio: GGUF TTS audio support (from PR #4318)

Add GGUF TTS audio generation via llama-server. When a GGUF model
loads, the backend probes its vocabulary to detect audio codecs
(SNAC/BiCodec/DAC/CSM/Whisper). If detected, the codec is pre-loaded
and the model is reported as audio to the frontend.

During chat, TTS models route to the audio generation path which sends
a per-codec prompt to llama-server's /completion endpoint, extracts
generated tokens/text, and decodes to WAV using AudioCodecManager.

Also strips base64 audio data from prior assistant messages to prevent
context overflow.

Co-authored-by: Manan Shah <mananshah511@gmail.com>

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* Remove package-lock.json from tracking

* studio: per-model inference defaults, GGUF max tokens fix, reasoning toggle

- Add inference_defaults.json with per-model-family sampling parameters
  for ~50 families (Qwen3.5, Qwen3, Gemma-3, Llama-3, DeepSeek, etc.).
  Values sourced from unslothai/docs and Ollama params blobs.

- Family-based lookup in inference_config.py: extracts model family from
  identifier, matches against patterns (longest match first), merges with
  priority: model-specific YAML > family JSON > default.yaml.

- Fix GGUF Max Tokens slider locked at "Max": store ggufContextLength
  separately from maxTokens so the slider is adjustable (step=64).

- Fix Ministral YAML: top_p was literal string "default", now 0.95.

- Add reasoning toggle for thinking models (Qwen3.5, Qwen3, DeepSeek-R1,
  DeepSeek-V3.1, etc.): detect enable_thinking support from GGUF chat
  template metadata, pass --jinja to llama-server, send
  chat_template_kwargs per-request. Frontend shows "Reasoning is ON/OFF"
  pill button next to attachment button in composer.

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* studio: remove default system prompt injection

Backend was injecting "You are a helpful AI assistant." when no system
prompt was provided. Neither unslothai/docs nor Ollama specify a default
system prompt for most models. Now defaults to empty string, letting the
model's own chat template handle system behavior.

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* studio: use lightbulb icons and "Think" label for reasoning toggle

Lightbulb on when thinking enabled, lightbulb-off when disabled.
Label is just "Think" in both states; grayed out styling when off.

* studio: fix HTML file upload breaking chat

Replace SimpleTextAttachmentAdapter with custom TextAttachmentAdapter
(excludes text/html) and HtmlAttachmentAdapter that strips tags via
DOMParser, removing scripts/styles and extracting readable text content
instead of dumping raw HTML markup into the conversation.

* studio: show chat template in Configuration panel

Display the model's Jinja2 chat template in a new "Chat Template"
section under Settings (now open by default). For GGUFs, reads from
GGUF metadata; for safetensors, reads from tokenizer.chat_template.

Template is editable with a "Restore default chat template" button
that appears when modified. Section only shows when a model with a
chat template is loaded.

* studio: editable chat template with Apply & Reload

Chat template section now functional:
- Editing the template shows "Apply & Reload" (reloads model with
  custom template) and "Revert changes" buttons
- For GGUFs: writes template to temp .jinja file, passes
  --chat-template-file to llama-server on reload
- For non-GGUF: passes chat_template_override in load request
- Settings section now open by default
- selectModel supports forceReload to reload same model

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* studio: fix DeepSeek reasoning detection and auto-load metadata

- Set _model_identifier before _read_gguf_metadata so DeepSeek
  "thinking" template detection works (was always None before)
- Populate ggufContextLength, supportsReasoning, reasoningEnabled,
  defaultChatTemplate in autoLoadSmallestModel GGUF path

* studio: add spacing before BETA badge in navbar

Add gap-1.5 on the logo Link container to space the BETA label
from the wordmark.

Co-authored-by: Imagineer99 <Imagineer99@users.noreply.github.com>

* studio: vertically center BETA badge with logo

---------

Co-authored-by: Manan Shah <mananshah511@gmail.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
Co-authored-by: Imagineer99 <Imagineer99@users.noreply.github.com>
2026-03-16 06:37:55 -07:00
..
embedding feat: add embedding model training support 2026-03-10 18:10:09 +00:00
ernie add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
falcon add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
gemma add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
gpt-oss add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
granite add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
llama add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
llasa add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
mistral studio: per-model inference defaults, GGUF slider fix, reasoning toggle (#4325) 2026-03-16 06:37:55 -07:00
other add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
phi add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00
qwen modified to fix the yaml syntax 2026-03-10 23:58:51 -07:00
default.yaml add trust_remote_code defaults to all model configs 2026-03-09 09:54:52 +00:00