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Merge feature/patch-transformers: HF-migrant adoption bundle
ci
#109:
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test+docs: merchandise the byte-exact parity matrix (#4)
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feat(python): per-token offsets — encode_with_offsets (byte + HF char…
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test(hf): real end-to-end AutoTokenizer exactness + CI lane
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feat(python): HuggingFace AutoTokenizer drop-in (patch_transformers)
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Merge readme-rewrite: lean README + topic-split docs, API docs synced…
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header: qt_load_dir comment lists all encodings, not just cl100k/o200k
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docs: sync python/cpp API docs with 0.4.0 surface
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docs: show encode_to_numpy() (fastest single-encode) in Python quicks…
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docs: single quicktok row in headline table/chart; note PyPI in pitch
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docs: README Python row uses encode_to_numpy() fast path (~92 MB/s)
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docs: rewrite README as lean landing page
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Merge pull request #1 from dmatth1/dmatth1-patch-1
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Revert README batch-scaling update (keep bench thread-ladder change)
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bench: extend thread ladder to core count + 2x; refresh M1 batch-scal…
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README: fresh M1 benchmark run — add quicktok (Python, numpy) row
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README: rename x86 Python row to quicktok (Python)
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README: x86 table keeps just the quicktok (Python, numpy) row; drop t…
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README: add quicktok (Python, numpy) row to the x86 cross-check
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CHANGELOG: note encode_to_numpy() under 0.4.0 Added
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python: add encode_to_numpy() — fast single-encode for large inputs
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