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Each names a failure mode, its data, an eval gate, and a stop rule — not just…" }, { "id": "report-cards/qwen06-sql-routed-v1", "url": "https://posttrainllm.com/report-cards/qwen06-sql-routed-v1", "md": "https://posttrainllm.com/report-cards/qwen06-sql-routed-v1.md", "kind": "report-card", "title": "Fine-Tune Report Card — sql-routed-specialist-poc — routed-sft-lora", "description": "Retry — eval: The routed setup is the current best SQL candidate and passes the current public exact plus synthetic execution gates, but it is not a shipped…" }, { "id": "report-cards/qwen3-4b-file-ops-distilled", "url": "https://posttrainllm.com/report-cards/qwen3-4b-file-ops-distilled", "md": "https://posttrainllm.com/report-cards/qwen3-4b-file-ops-distilled.md", "kind": "report-card", "title": "Fine-Tune Report Card — Qwen3-4B File-Ops Distilled", "description": "Shipped: ship only as a routed file-ops specialist; do not use as the general planner" }, { "id": "report-cards/qwen3-4b-rest-fused", "url": "https://posttrainllm.com/report-cards/qwen3-4b-rest-fused", "md": "https://posttrainllm.com/report-cards/qwen3-4b-rest-fused.md", "kind": "report-card", "title": "Fine-Tune Report Card — Qwen3-4B ReST Fused", "description": "Shipped: retain only as a routed file-operations specialist; reject as a general successor and do not use as the Pace default planner" }, { "id": "roadmap", "url": "https://posttrainllm.com/roadmap", "md": "https://posttrainllm.com/roadmap.md", "kind": "application", "title": "posttrainllm — the performance journey", "description": "The performance journey of posttrainllm — every speed lever, what's shipped, what's blocked, and why." }, { "id": "sae-timeline", "url": "https://posttrainllm.com/sae-timeline", "md": "https://posttrainllm.com/sae-timeline.md", "kind": "application", "title": "posttrainllm — SAE timeline", "description": "Drop a posttrainllm SAE timeline JSONL to see reconstruction error and sparse-feature activity over checkpoints." }, { "id": "speedup", "url": "https://posttrainllm.com/speedup", "md": "https://posttrainllm.com/speedup.md", "kind": "application", "title": "posttrainllm — verified WebGPU speed on one Mac", "description": "A paired Apple M5 Pro WebGPU-versus-WASM receipt verifies 10.67x on the Large preset; the older multi-preset curve remains historical." }, { "id": "training-dashboard", "url": "https://posttrainllm.com/training-dashboard", "md": "https://posttrainllm.com/training-dashboard.md", "kind": "application", "title": "posttrainllm — training run dashboard", "description": "Drop a .jsonl training log to see loss, LR, val, step-rate, and spike markers — overlay multiple runs to compare." }, { "id": "webgpu-test", "url": "https://posttrainllm.com/webgpu-test", "md": "https://posttrainllm.com/webgpu-test.md", "kind": "application", "title": "posttrainllm — WebGPU kernel tests", "description": "Mac-local LLM specialist factory — post-training and runtime that fits on one Mac, plus WebGPU playground." } ], "machineResources": [ { "kind": "feed", "url": "https://posttrainllm.com/devlog/rss.xml", "description": "Devlog RSS feed" }, { "kind": "mac-release-json", "url": "https://posttrainllm.com/releases/mac.json", "description": "Native Mac release record — verified and downloadable" }, { "kind": "report-card-json", "url": "https://posttrainllm.com/report-cards/qwen06-sql-routed-v1.json", "description": "Validated fine-tune report-card payload" }, { "kind": "report-card-json", "url": "https://posttrainllm.com/report-cards/qwen3-4b-file-ops-distilled.json", "description": "Validated fine-tune report-card payload" }, { "kind": "report-card-json", "url": "https://posttrainllm.com/report-cards/qwen3-4b-rest-fused.json", "description": "Validated fine-tune report-card payload" } ], "auth": { "public": true, "notes": "Only public site output is indexed. Local factory runs, models, private artifacts, and unpublished evidence are excluded; decision.json remains the terminal quality and product authority." } }