Validate changed quantization math, packed formats, and inference kernels against a Torch oracle; adjudicate near-tie mismatches before rejecting optimized arithmetic.
ModelCloud/GPTQModel
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Skills in this repository
2 occupation categories · 67% classified
Showing 3 of 3 collected skills.
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Software Quality Assurance Analysts & Testers
description
End-to-end smoke test for GPT-QModel's lazy checkpoint load (LazyTurtle) and first-layer materialization through StageInputsCapture.cache_inputs. Use when verifying lazy-load behavior, first-layer input capture, shell_module_materialize module_path…
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Software Developers
description
Diagnose and correct GPT-QModel tokenizer initialization, tokenization normalization, special-token handling, prompt rendering, and chat-template problems. Use when inference or evaluation quality suggests wrong token IDs or prompts, when a model needs…
updated
Showing 3 of 3 collected skills.
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