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Commits on Aug 1, 2026
README: link both HF collections
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Commits on Jul 31, 2026
README: architecture deep-dive, stronger validation, and what the measurements taught
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Commits on Jul 30, 2026
Inkling-Small: do not publish a bf16 build
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upload_quant: add --card-only to refresh a published card without re-transferring
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Model cards: point 128 GB users at REAP-25 rather than 3-bit
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Inkling-Small REAP: publish REAP-25, drop REAP-50 on measured evidence
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eval_build: don't score absent image probes as failures; script the probe image
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upload_reap: make family-aware, and refuse to publish unmeasured numbers
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Model cards: measured perplexity table, 3-bit warning, bf16 passthrough verifier
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Support Inkling-Small (276B-A12B); make the script suite family-agnostic
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Commits on Jul 17, 2026
Model cards: add NVFP4/MXFP4 quant-scheme comparison
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README: document why affine int4 over MXFP4/NVFP4
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README: add verbatim audio transcription smoke-test examples
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REAP: extend multimodal calibration to audio (same regression, fixed)
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Commits on Jul 16, 2026
REAP: multimodal calibration fixes the vision regression
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REAP expert pruning: profiler, one-pass build pruner, eval, uploads
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Perf: fused SDPA attention, eager wired-resident load default, image resolution cap
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Add image + audio preprocessing (InklingProcessor) + multimodal generation
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Inkling · MLX: full multimodal port + streaming converter/quantizer
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