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Add Thinking key-concepts page - #174
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Explains how to use thinking models, separate reasoning from the answer, switch thinking off where supported, and which models think.
Covers enable_thinking and preserve_thinking for LFM3, and how LFM2.5 thinking-model templates handle reasoning. Fixes the LFM2/LFM2.5 anchor.
Use one template on every thinking-model page and link to the Thinking page.
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alay2shah
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## Summary Model pages outside the navigation were missing from search and assistant results, and general recommendations still led with older models. This audit makes model documentation discoverable and puts LFM3 first in general guidance while retaining useful older models. - **Search and indexing:** enable indexing for all pages; retain deprecated model and tool references with warnings. Exclude docs-maintainer files through `.mintignore` and mark the contributing page `noindex`. - **Assistant:** remove the CSS rule that hid the legacy assistant entry. Add instructions to cite measured performance, use Pipette, follow exact model-page format links for verified download sizes, and use published evaluation sources without inventing repositories or scores. - **LFM3 guidance:** update the FAQ, use-case evaluation, migration guide, and troubleshooting. Compare LFM3, LFM2.5, and LFM2; lead with LFM3 text, vision, audio, and omni models; retain smaller, specialized, and larger MoE alternatives with explicit reasons. - **Version-specific instructions:** distinguish LFM3 XML tool calls and `qwen3_coder` parsing from LFM2/LFM2.5 formats and `lfm2` parsing. Scope chat templates, LoRA module examples, generation settings, and context limits to the selected model. - **Deprecations and examples:** point LFM2-2.6B, LFM2-2.6B-Exp, and LFM2-Audio directly to current replacements in notices, metadata, and the deprecations table. Add missing notices to four audio examples, a newer-model note to the invoice extractor, and warnings to archived bundling references. - **Formats and quickstarts:** expose the verified LFM3-Audio and LFM3-Omni ONNX repositories on their model pages and in the matrix. Organize ColBERT quickstarts into Retrieval and Reranking, with library/runtime choices inside Reranking; match the embedding page's “Sentence Transformers” label. - **Other audit fixes:** add eight legacy/mistyped URL redirects, improve embeddings/reranking/RAG terminology, make internal example links root-relative, and correct the Ollama model-name typo. ## Validation - Mintlify build validation passed. - GitHub Check docs and Check link snapshot passed on `1b21fbe`. - Updated preview content verified for the FAQ, evaluation and migration guides, troubleshooting, deprecation notice, and ONNX model buttons/matrix. - Link snapshot: 233 active URLs verified. - All 89 distinct internal links and snippet imports in the latest 11 changed files resolve; 20 Python snippets parse. - New Audio and Omni ONNX repositories verified against their official Hugging Face pages. - Updated deprecation notices resolve directly to models that are not deprecated. Removing the assistant CSS restriction does not establish that Mintlify has enabled chat permissions; project configuration still controls assistant availability. ## Preview review - [FAQ](https://liquidai-docs-audit.mintlify.site/lfm/help/faqs) - [Use Case Evaluation](https://liquidai-docs-audit.mintlify.site/guides/use-case-evaluation) - [Migration Guide](https://liquidai-docs-audit.mintlify.site/guides/migration-guide) - [Troubleshooting](https://liquidai-docs-audit.mintlify.site/lfm/help/troubleshooting) - [Deprecations](https://liquidai-docs-audit.mintlify.site/lfm/help/deprecations) - [Model Matrix](https://liquidai-docs-audit.mintlify.site/lfm/models/complete-library#complete-model-matrix) - [ColBERT Quickstart](https://liquidai-docs-audit.mintlify.site/lfm/models/lfm25-colbert-350m#quick-start) ## Related work - #174 and its stacked PR #179 cover Thinking and capability-page organization. - #175 covers the Android SDK-to-llama.cpp migration. - Runtime quickstart rewrites and training/inference notebook modernization remain follow-up work. A three-way check against #179 found two small conflicts in `guides/migration-guide.mdx`: the shared tool-call snippet import and component invocation. When integrating #179, preserve this PR's LFM3 guidance, adopt its `LFM25ToolCallExample` name with paired JSX tags, and keep the unused `ChatMLExample` import removed. --------- Co-authored-by: Leonie Monigatti <iamleonie@users.noreply.github.com> Co-authored-by: alay2shah <alay0shah@gmail.com>
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Reviewed the Thinking page, chat-template guidance, and model-page links, including model-specific reasoning retention, vision serving examples, optional audio reasoning, and thinking-off wording. Build and URL snapshot checks pass.
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Summary
preserve_thinking, switching thinking off, thinking-models table, FAQ.enable_thinkingandpreserve_thinkingfor LFM3 and how LFM2.5 thinking-model templates handle reasoning; fixes the LFM2/LFM2.5 anchor.