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reference_transformers.py: plain wording in usage text and messages

SHA256SUMS: README.md checksum

Python 3.10+ note, Core ML link, current container tags

Run it: word timestamps and the documentation link

Run it: phonon-cpu 2.0.6 and phonon-cuda 1.0.5

Run it: command line and containers

Run it: phonon-cpu 2.0.4

Run it: the Core ML build

Run it: phonon 0.2.4 command line, containers 2.0.3 and 1.0.4

Update README.md

Phonon-2 card: container images 2.0.2 and 1.0.3

Phonon-2: reference script help text

Phonon-2: eval results at the card's numbers; reference script comments

Phonon-2 card: about 2.1 bits per stored encoder weight

Phonon-2 card: accuracy paragraph

Phonon-2 card: accuracy kept across the seven sets

Phonon-2 card: eight-model comparison table with the leaderboard's teacher row

Phonon-2 card: Notes section; NOTICE carries the training-data attribution

Phonon-2 card: CPU speed row names the core count as eight cores (16 vCPU)

Phonon-2 card: Run it with Detta, pip, engines and containers; derivation in the Licence section

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Delete files figures/fig_a_size_light.png with huggingface_hub

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

Delete files figures/table_7col_light.png with huggingface_hub

Delete files figures/fig_b_rtfx_light.png with huggingface_hub

Delete files SHA256SUMS.txt.before_writer.bak with huggingface_hub

Phonon-2 weights + card (five-value Parakeet-TDT-0.6B, int6 tables)

initial commit