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Validated on Trn1: 98.59% teacher-forced accuracy, 81.5 tok/s. Key: unscaled attention via Q pre-multiplication, absolute position embeddings, tied lm_head weights. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Not needed — validation instructions are in README. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Previous README had stale 52.97% greedy / 98.59% TF data. Actual package validation shows 100% greedy and 100% teacher-forced match across all 10 prompts (1185 tokens). Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Summary
Model Details
Validation
Files
contrib/models/gpt-neo-1.3B/src/modeling_gpt_neo.py— Model implementationcontrib/models/gpt-neo-1.3B/test/— Integration testscontrib/models/gpt-neo-1.3B/README.md— Documentation🤖 Generated with Claude Code