qfs
Datasets
All datasets matching “qfs”qfs-capture-a1ec5246f3ef
HF workflow a1ec5246f3ef11d323425ae8a9ea47ef
A root fidelity dataset in hidden form, produced by engines/tools/hf_capture.py from Qwen/Qwen3.8-27B.
The cut
the final hidden state handed to lm_head -- after the text model's final norm and immediately before the head matmul -- captured as the head module's input via torch.nn.Module.register_forward_pre_hook; replay applies the head ONLY (no final norm at replay time: the capture already sits after it). Same cut as… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-capture-a1ec5246f3ef.qfs-capture-02e41a4b6bc6
HF workflow 02e41a4b6bc63a9c8a9ffb68124ae5f7
A root fidelity dataset in hidden form, produced by engines/tools/hf_capture.py from Qwen/Qwen3.8-27B.
The cut
the final hidden state handed to lm_head -- after the text model's final norm and immediately before the head matmul -- captured as the head module's input via torch.nn.Module.register_forward_pre_hook; replay applies the head ONLY (no final norm at replay time: the capture already sits after it). Same cut as… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-capture-02e41a4b6bc6.qfs-fixture-root-captures-v1
QFS community fixture roots and captures
Twelve complete native random-initialized model fixtures, each with two independent CPU captures, forced full-vocabulary NumPy FP64 comparison, and a canonical published root dataset. These are pipeline tests, not trained assistants or language-quality benchmarks.
Start here
Use root-publications.json for exact model/root repositories and immutable revisions. Each canonical root is directly usable as… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-fixture-root-captures-v1.qfs-evidence-6c6b45736e86851500161bfeb9f44dd8-public
QFS workflow evidence
Recovered and receipt-checked root workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use the… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-6c6b45736e86851500161bfeb9f44dd8-public.qfs-smollm2-135m-wikitext2-campaign-v1
SmolLM2-135M QFS calibration and evaluation campaign
A small stored-weight fidelity study, not a broad model-quality benchmark.
Evaluation: 16 complete WikiText2 raw test articles, one 256-token window each, 4080 prediction positions.
Calibration: 32 disjoint train articles, 256 tokens each, 8192 calibration tokens.
Complete article title, normalized content and exact 13-token-ngram separation were checked. Validation is unused. Pretraining overlap remains unknown.
Original… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-smollm2-135m-wikitext2-campaign-v1.qfs-evidence-9bafb145820e0eba1117bbfcefff8abc-public
QFS workflow evidence
Recovered and receipt-checked candidate workflow. Provider verification and registry acceptance are not independent model reproduction.
Original HF Job
Exact producing source
Immutable execution plan · Worker result inventory · Provider readback
First capture · Second cold capture · Numerical reproduction control
Original raw panel · Panel build receipt · Original checkpoint license
The raw panel's referenced arrays are retained under input-panel/. Use… See the full description on the dataset page: https://huggingface.co/datasets/malaiwah/qfs-evidence-9bafb145820e0eba1117bbfcefff8abc-public.