What's New
17 new ready-made SFT recipes for the open-weight models released Feb–Jun 2026 — every base repo-ID verified to resolve on Hugging Face before shipping. Grab one with soup recipes use <name> or browse all 133 via soup recipes list.
- Qwen 3.5 (Apache-2.0):
qwen3.5-0.8b-sft,qwen3.5-2b-sft,qwen3.5-4b-sft,qwen3.5-9b-sft,qwen3.5-27b-sft, and the MoE sizesqwen3.5-35b-a3b-sft/qwen3.5-122b-a10b-sft/qwen3.5-397b-a17b-sft. - Qwen 3.6 (Apache-2.0):
qwen3.6-27b-sft,qwen3.6-35b-a3b-sft. - DeepSeek-V4 (MIT):
deepseek-v4-flash-sft,deepseek-v4-pro-sft. - GLM (MIT):
glm-5.1-sft. - Kimi (Modified MIT):
kimi-k2.5-sft,kimi-k2.6-sft. - MiniMax (MiniMax Community License — commercial use needs a separate agreement):
minimax-m3-sft. - Mistral Large 3 (Apache-2.0, 675B / 41B-active multimodal MoE):
mistral-large-3-sft. - Fix: the stale
glm-5-sftrecipe now points atzai-org/GLM-5(the org migrated fromTHUDM).
Install/Upgrade
pip install -U soup-cli
soup recipes list # 133 recipes
soup recipes use qwen3.5-9b-sftSecurity
No new attack surface — this is a pure config/data release. Recipe YAML is parsed via the existing Pydantic + yaml.safe_load chain; new model-id strings are validated for owner/name shape with no path-traversal or shell metacharacters.
Known Limitations
- The multi-GPU giant recipes (122B/397B, DeepSeek-V4-Pro, GLM-5.1, Kimi, MiniMax, Mistral-Large-3) are validated by YAML parse only, not trained end-to-end — they ship the same multi-GPU shape as the existing
qwen3-32b-zeropp/deepseek-v3-pipelineentries (advisory; same infra-blocked class as other large-model recipes). - Repo-IDs were verified at release time; if an upstream org later renames or removes a repo,
soup recipes show/usestill works and only the eventualsoup traindownload would fail with a friendly Hugging Face error.
🤖 Generated with Claude Code