wuyang
71 lines
2.6 KiB
Markdown
71 lines
2.6 KiB
Markdown
# Attention Residuals train-time forward intervention
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This directory implements preregistered protocol
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`llm-atlas-k3-attnres-forward-training-v1`:
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- `research/K3_ATTNRES_FORWARD_TRAINING_SCOPING.md`
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- `research/K3_ATTNRES_FORWARD_TRAINING_PROTOCOL.md`
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- `research/K3_ATTNRES_FORWARD_TRAINING_GROK_REVIEW.md`
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- `research/K3_ATTNRES_FORWARD_TRAINING_IMPLEMENTATION_REVIEW.md`
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- `research/K3_ATTNRES_FORWARD_TRAINING_AUDIT.md`
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It is a depth-32 reduced Block AttnRes architecture ablation. It is not a
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Kimi-K3 checkpoint forward pass and does not claim to recover unpublished
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Figure 5 telemetry.
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## Frozen environment
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```text
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Python /home/wuyang/.pyenv/versions/3.10.14/envs/navi-router-cu128/bin/python
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PyTorch 2.11.0+cu128
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GPU NVIDIA GeForce RTX 5090
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CUBLAS_WORKSPACE_CONFIG=:4096:8
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maximum concurrency 2
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```
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## Pre-result gates
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The checked-in gate artifacts must pass before formal output:
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```bash
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CUBLAS_WORKSPACE_CONFIG=:4096:8 \
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/home/wuyang/.pyenv/versions/3.10.14/envs/navi-router-cu128/bin/python \
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experiments/k3/attnres_forward/verify.py step-zero \
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--cache-dir /home/wuyang/.cache/llm-atlas/k3-attnres-gradient-scale-v1 \
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--parent-manifest experiments/k3/attnres_gradient/manifest.json \
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--study-manifest experiments/k3/attnres_forward/manifest.json \
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--output experiments/k3/attnres_forward/results/gates/step-zero.json
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```
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`learned_reference` is smoke-only. Its 20-step result is compared with a
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fresh parent Round 05 smoke using `verify.py smoke-compare`.
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## Formal matrix
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```bash
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/home/wuyang/.pyenv/versions/3.10.14/envs/navi-router-cu128/bin/python \
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experiments/k3/attnres_forward/run_matrix.py \
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--python /home/wuyang/.pyenv/versions/3.10.14/envs/navi-router-cu128/bin/python \
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--cache-dir /home/wuyang/.cache/llm-atlas/k3-attnres-gradient-scale-v1 \
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--parent-manifest experiments/k3/attnres_gradient/manifest.json \
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--study-manifest experiments/k3/attnres_forward/manifest.json \
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--output-dir experiments/k3/attnres_forward/results/raw \
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--phase all \
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--concurrency 2
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```
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This runs 12 formal cells and one full replay. The analyzer reads all cells,
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the frozen historical paired references, and generates the only authoritative
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status, interaction map, and website compact artifact.
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The checked-in Round 08 release contains:
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- 13 raw results under `results/raw/`;
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- `reproduction.json` with the exact primary scientific-payload hash;
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- aggregate / compact website data under `src/data/`;
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- a frozen-data checker and real-Chrome five-view regression in `scripts/`.
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The established status is deliberately scoped to this reduced protocol. It is
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not a real Kimi-K3 checkpoint result or a reproduction of unpublished Figure
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5(c) telemetry.
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