From ab3e6e4fde8b99164ec5ea09ea2883638121abec Mon Sep 17 00:00:00 2001 From: jsboige Date: Sun, 27 Sep 2026 07:31:50 +0200 Subject: [PATCH] =?UTF-8?q?research(ict,#8236):=20ICT-45=20pilote=20inocul?= =?UTF-8?q?ation=209B=20=E2=80=94=203e=20taille=20(bifurcation=20recule=20?= =?UTF-8?q?et=20s'adoucit)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Batterie complete Qwen3.5-9B-Base x W64K-L0_50 (10 traces : inocref + inoc x5 alphas + inocrp x2 + inocmp x2, bande x8 comme le pilote) : alpha* 0.375 -> 0.625 -> 0.875 sur les trois echelles, m(1) 1.10 -> 0.65 -> 0.33, specificite panel x53 vs random preservee au 9B. Carnet ICT-45 numpy-only execute de bout en bout (13 cellules code, 0 erreur). Entree 9B + logging INFO dans fit_jlens_local.py (fit J-lens 9B en cours, calib_jlens_qwen3-5-9b.npz suivra a sa convergence). Co-Authored-By: Claude Sonnet 5 --- .../ICT-45-InoculationBifurcation-9B.ipynb | 2100 +++++++++++++++++ .../IIT/ICT-Series/scripts/fit_jlens_local.py | 12 +- .../traces/inoc_layer31_trained_clamp16.npz | Bin 0 -> 507296 bytes .../inoc_layer31_trained_clamp16_s0.25.npz | Bin 0 -> 508034 bytes .../inoc_layer31_trained_clamp16_s0.5.npz | Bin 0 -> 508002 bytes .../inoc_layer31_trained_clamp16_s0.75.npz | Bin 0 -> 507857 bytes .../inoc_layer31_trained_clamp16_s0.npz | Bin 0 -> 507997 bytes .../traces/inocmp_layer31_trained_clamp16.npz | Bin 0 -> 508135 bytes .../inocmp_layer31_trained_clamp16_s0.25.npz | Bin 0 -> 508116 bytes .../traces/inocref_layer31_trained.npz | Bin 0 -> 507900 bytes .../traces/inocrp_layer31_trained_clamp16.npz | Bin 0 -> 508215 bytes .../inocrp_layer31_trained_clamp16_s0.25.npz | Bin 0 -> 508088 bytes 12 files changed, 2110 insertions(+), 2 deletions(-) create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/ICT-45-InoculationBifurcation-9B.ipynb create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16_s0.25.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16_s0.5.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16_s0.75.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16_s0.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inocmp_layer31_trained_clamp16.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inocmp_layer31_trained_clamp16_s0.25.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inocref_layer31_trained.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inocrp_layer31_trained_clamp16.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/inocrp_layer31_trained_clamp16_s0.25.npz diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-45-InoculationBifurcation-9B.ipynb b/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-45-InoculationBifurcation-9B.ipynb new file mode 100644 index 0000000000..a209cd216c --- /dev/null +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-45-InoculationBifurcation-9B.ipynb @@ -0,0 +1,2100 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ae76abe8", + "metadata": { + "papermill": { + "duration": 0.003272, + "end_time": "2026-09-27T05:31:21.397762+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:21.394490+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# ICT-45 — Inoculation et bifurcation : la troisième échelle (9B)\n", + "\n", + "Ce carnet étend le pilote **ICT-42** à la troisième taille, **Qwen3.5-9B-Base** (32 couches, SAE Qwen-Scope W64K-L0_50, 65 536 features) — le couple de référence historique de la série (#5101), apparié en génération au 2B du pilote (tous deux Qwen3.5, saut ×4.5). La question du pilote se repose à cette échelle : **l'inoculation d'un panel de features SAE à mi-profondeur provoque-t-elle une bifurcation représentationnelle, et cette bifurcation durcit-elle ou s'adoucit-elle quand la taille croît ?**\n" + ] + }, + { + "cell_type": "markdown", + "id": "6e6a49ee", + "metadata": { + "papermill": { + "duration": 0.00318, + "end_time": "2026-09-27T05:31:21.404133+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:21.400953+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "> **Statut épistémique** — Extension d'échelle du pilote ICT-42 (sans verdict à ce jour sur la matrice de dissociation). Les deux échelles du pilote montraient des régimes opposés (réponse massive précoce du 1.7B, transition plus tardive et douce du 2B) ; ce carnet mesure où le 9B se situe, et ne prétend à aucun verdict tant que la lecture croisée des trois échelles n'est pas faite. Les mêmes garde-fous que le pilote s'appliquent.\n" + ] + }, + { + "cell_type": "markdown", + "id": "06b34387", + "metadata": { + "papermill": { + "duration": 0.003037, + "end_time": "2026-09-27T05:31:21.410187+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:21.407150+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Garde-fous d'honnêteté (à lire avant les résultats)\n", + "\n", + "- **Le banc est numpy-only et GPU-free.** Toutes les traces proviennent du pipeline `scripts/extract_sae_traces.py` (mode inoculation : `--clamp-frac 0.5` / lecture resid final), exécuté une fois par intensité α ; ce carnet ne fait que lire les `.npz` et calculer les statistiques.\n", + "- **Le contrôle de plomberie α = 0 est dans le sweep.** La trace à intensité nulle passe par le hook d'inoculation actif mais neutre (`h' = h − 0·δ`) : toute divergence non nulle mesurée à α = 0 serait un artefact d'implémentation. Elle est vérifiée nulle avant toute lecture.\n", + "- **La divergence est mesurée dans l'espace SAE top-k** (activations reconstituées des vecteurs creux stockés), pas sur le residual stream complet.\n", + "- **Les trois échelles ont des dictionnaires indépendants.** W32K (32 768 features) pour 1.7B et 2B, **W64K (65 536 features) pour le 9B** : les ids ne sont pas appariés, la comparaison cross-échelle porte sur la **forme** des courbes m(α), jamais sur des ids partagés.\n", + "- **Nom des traces 9B sans slug.** Le 9B étant le modèle de référence historique de `trace_filename`, ses traces s'écrivent `inoc_layer31_…` (pas `inoc_qwen35-9b-base_layer31of32_…`) — convention byte-identique aux traces `ict21_sae_layer16_*` existantes.\n", + "- **Chaque intensité α est une passe indépendante** (clamp appliqué une fois, propagation vers l'avant) : le protocole ne mesure pas d'hystérésis.\n" + ] + }, + { + "cell_type": "markdown", + "id": "6d1329a5", + "metadata": { + "papermill": { + "duration": 0.003762, + "end_time": "2026-09-27T05:31:21.415673+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:21.411911+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Protocole : inoculer à mi-profondeur, lire au residual final\n", + "\n", + "Identique au pilote ICT-42, transposé par profondeur relative :\n", + "\n", + "| Échelle | Couches | Inoculation (frac 0.5) | Lecture (resid final) | SAE | d_sae |\n", + "|---|---|---|---|---|---|\n", + "| Qwen3-1.7B-Base | 28 | 14 | 27 | W32K-L0_50 | 32 768 |\n", + "| Qwen3.5-2B-Base | 24 | 12 | 23 | W32K-L0_50 | 32 768 |\n", + "| Qwen3.5-9B-Base | 32 | **16** | **31** | **W64K-L0_50** | **65 536** |\n", + "\n", + "Le panel inoculé = **top-16 différentiel** `|mean_act(code_python) − mean_act(prose_fr)|` dérivé de la trace de référence mi-réseau de chaque échelle. Intensités α ∈ {0, 0.25, 0.5, 0.75, 1.0} ; contrôles permuté (`inocrp`, tirage uniforme seed 42) et apparié en norme (`inocmp`, bande d'activité ×2) aux α mesurés du pilote {0.25, 1.0}.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "2cbcb5c1", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:21.424324Z", + "iopub.status.busy": "2026-09-27T05:31:21.423942Z", + "iopub.status.idle": "2026-09-27T05:31:22.108576Z", + "shell.execute_reply": "2026-09-27T05:31:22.108024Z" + }, + "papermill": { + "duration": 0.688445, + "end_time": "2026-09-27T05:31:22.107978+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:21.419533+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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echellealphaclamp_layerread_layern_clampkd_saetokens
0Qwen3-1.7B-Base0.0014271650327682759
1Qwen3-1.7B-Base0.2514271650327682759
2Qwen3-1.7B-Base0.5014271650327682759
3Qwen3-1.7B-Base0.7514271650327682759
4Qwen3-1.7B-Base1.0014271650327682759
5Qwen3.5-2B-Base0.0012231650327682699
6Qwen3.5-2B-Base0.2512231650327682699
7Qwen3.5-2B-Base0.5012231650327682699
8Qwen3.5-2B-Base0.7512231650327682699
9Qwen3.5-2B-Base1.0012231650327682699
10Qwen3.5-9B-Base0.0016311650655362699
11Qwen3.5-9B-Base0.2516311650655362699
12Qwen3.5-9B-Base0.5016311650655362699
13Qwen3.5-9B-Base0.7516311650655362699
14Qwen3.5-9B-Base1.0016311650655362699
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" + ], + "text/plain": [ + " echelle alpha clamp_layer read_layer n_clamp k d_sae \\\n", + "0 Qwen3-1.7B-Base 0.00 14 27 16 50 32768 \n", + "1 Qwen3-1.7B-Base 0.25 14 27 16 50 32768 \n", + "2 Qwen3-1.7B-Base 0.50 14 27 16 50 32768 \n", + "3 Qwen3-1.7B-Base 0.75 14 27 16 50 32768 \n", + "4 Qwen3-1.7B-Base 1.00 14 27 16 50 32768 \n", + "5 Qwen3.5-2B-Base 0.00 12 23 16 50 32768 \n", + "6 Qwen3.5-2B-Base 0.25 12 23 16 50 32768 \n", + "7 Qwen3.5-2B-Base 0.50 12 23 16 50 32768 \n", + "8 Qwen3.5-2B-Base 0.75 12 23 16 50 32768 \n", + "9 Qwen3.5-2B-Base 1.00 12 23 16 50 32768 \n", + "10 Qwen3.5-9B-Base 0.00 16 31 16 50 65536 \n", + "11 Qwen3.5-9B-Base 0.25 16 31 16 50 65536 \n", + "12 Qwen3.5-9B-Base 0.50 16 31 16 50 65536 \n", + "13 Qwen3.5-9B-Base 0.75 16 31 16 50 65536 \n", + "14 Qwen3.5-9B-Base 1.00 16 31 16 50 65536 \n", + "\n", + " tokens \n", + "0 2759 \n", + "1 2759 \n", + "2 2759 \n", + "3 2759 \n", + "4 2759 \n", + "5 2699 \n", + "6 2699 \n", + "7 2699 \n", + "8 2699 \n", + "9 2699 \n", + "10 2699 \n", + "11 2699 \n", + "12 2699 \n", + "13 2699 \n", + "14 2699 " + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import json\n", + "from pathlib import Path\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "\n", + "TRACES = Path(\"traces\")\n", + "ALPHAS = [0.0, 0.25, 0.5, 0.75, 1.0]\n", + "\n", + "# Le 9B est le modele de REFERENCE de trace_filename : ses traces n'ont NI\n", + "# slug NI suffixe of{n} (convention historique ict21_sae_layer16_*). Les deux\n", + "# autres echelles suivent la convention slug du pilote.\n", + "ECHELLES = {\n", + " \"Qwen3-1.7B-Base\": dict(slug=\"qwen3-17b-base\", n_layers=28,\n", + " ref=\"ict21_sae_qwen3-17b-base_layer14of28_trained.npz\"),\n", + " \"Qwen3.5-2B-Base\": dict(slug=\"qwen35-2b-base\", n_layers=24,\n", + " ref=\"ict21_sae_qwen35-2b-base_layer12of24_trained.npz\"),\n", + " \"Qwen3.5-9B-Base\": dict(slug=None, n_layers=32,\n", + " ref=\"ict21_sae_layer16_trained.npz\"),\n", + "}\n", + "\n", + "\n", + "def _base(echelle, prefix=\"inoc\"):\n", + " cfg = ECHELLES[echelle]\n", + " if cfg[\"slug\"]:\n", + " depth = f\"layer{cfg['n_layers'] - 1}of{cfg['n_layers']}\"\n", + " return f\"{prefix}_{cfg['slug']}_{depth}_trained_clamp16\"\n", + " return f\"{prefix}_layer{cfg['n_layers'] - 1}_trained_clamp16\"\n", + "\n", + "\n", + "def inoc_path(echelle, alpha):\n", + " suffix = \"\" if abs(alpha - 1.0) < 1e-9 else f\"_s{alpha:g}\"\n", + " return TRACES / f\"{_base(echelle)}{suffix}.npz\"\n", + "\n", + "\n", + "def ctrl_path(prefix, echelle, alpha):\n", + " suffix = \"\" if abs(alpha - 1.0) < 1e-9 else f\"_s{alpha:g}\"\n", + " return TRACES / f\"{_base(echelle, prefix)}{suffix}.npz\"\n", + "\n", + "\n", + "def inocref_path(echelle):\n", + " cfg = ECHELLES[echelle]\n", + " if cfg[\"slug\"]:\n", + " depth = f\"layer{cfg['n_layers'] - 1}of{cfg['n_layers']}\"\n", + " return TRACES / f\"inocref_{cfg['slug']}_{depth}_trained.npz\"\n", + " return TRACES / f\"inocref_layer{cfg['n_layers'] - 1}_trained.npz\"\n", + "\n", + "\n", + "def load_meta(path):\n", + " z = np.load(path, allow_pickle=False)\n", + " return json.loads(str(z[\"__meta__\"]))\n", + "\n", + "\n", + "def prompt_keys(z):\n", + " return sorted({k.rsplit(\"__\", 1)[0] for k in z.files\n", + " if k.endswith(\"__topk_ids\")})\n", + "\n", + "\n", + "def sparse_vec(z, key, d_sae):\n", + " ids = z[f\"{key}__topk_ids\"].astype(np.int64).ravel()\n", + " vals = z[f\"{key}__topk_vals\"].astype(np.float64).ravel()\n", + " v = np.zeros(d_sae, dtype=np.float64)\n", + " np.add.at(v, ids, vals)\n", + " return v\n", + "\n", + "\n", + "rows = []\n", + "for label, cfg in ECHELLES.items():\n", + " for a in ALPHAS:\n", + " p = inoc_path(label, a)\n", + " assert p.exists(), f\"trace absente : {p} (regenerer via extract_sae_traces.py --prefix inoc)\"\n", + " meta = load_meta(p)\n", + " rows.append({\n", + " \"echelle\": label, \"alpha\": meta[\"clamp_scale\"],\n", + " \"clamp_layer\": meta[\"clamp_layer\"], \"read_layer\": meta[\"read_layer\"],\n", + " \"n_clamp\": len(meta[\"clamp_ids\"]), \"k\": meta[\"k\"],\n", + " \"d_sae\": meta[\"d_sae\"], \"tokens\": meta[\"n_tokens_total\"],\n", + " })\n", + "inventaire = pd.DataFrame(rows).sort_values([\"echelle\", \"alpha\"]).reset_index(drop=True)\n", + "inventaire\n" + ] + }, + { + "cell_type": "markdown", + "id": "5e71f9d2", + "metadata": { + "papermill": { + "duration": 0.003257, + "end_time": "2026-09-27T05:31:22.117733+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.114476+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Lecture de l'inventaire.** La géométrie est cohérente sur les trois échelles : inoculation à la couche mi-réseau (16/31 pour le 9B, frac 0.516 — même position relative que 14/28 et 12/24), lecture au residual final, 16 features clampées, top-k officiel k=50 partout. Le corpus est strictement identique (2 699 tokens, mêmes 5 jeux × 4 prompts) : les trois bancs comparent la même intervention sur la même entrée. Seul le dictionnaire change (65 536 features pour le 9B contre 32 768 aux deux autres échelles).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "eda76d99", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.148679Z", + "iopub.status.busy": "2026-09-27T05:31:22.148326Z", + "iopub.status.idle": "2026-09-27T05:31:22.229544Z", + "shell.execute_reply": "2026-09-27T05:31:22.229100Z" + }, + "papermill": { + "duration": 0.109533, + "end_time": "2026-09-27T05:31:22.230564+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.121031+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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echelleids_topk_identiquesdivergence_a0_max
0Qwen3-1.7B-BaseTrue0.0
1Qwen3.5-2B-BaseTrue0.0
2Qwen3.5-9B-BaseTrue0.0
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" + ], + "text/plain": [ + " echelle ids_topk_identiques divergence_a0_max\n", + "0 Qwen3-1.7B-Base True 0.0\n", + "1 Qwen3.5-2B-Base True 0.0\n", + "2 Qwen3.5-9B-Base True 0.0" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Controle de plomberie : a alpha = 0, le hook d'inoculation est actif mais\n", + "# neutre (h' = h - 0*delta). Les ids top-k doivent etre IDENTIQUES a la\n", + "# reference sans hook (inocref), token pour token.\n", + "\n", + "rows = []\n", + "for label, cfg in ECHELLES.items():\n", + " z0 = np.load(inoc_path(label, 0.0), allow_pickle=False)\n", + " zr = np.load(inocref_path(label), allow_pickle=False)\n", + " d_sae = json.loads(str(z0[\"__meta__\"]))[\"d_sae\"]\n", + " same_ids, divs = True, []\n", + " for key in prompt_keys(z0):\n", + " ids0 = z0[f\"{key}__topk_ids\"].astype(np.int64).ravel()\n", + " idsr = zr[f\"{key}__topk_ids\"].astype(np.int64).ravel()\n", + " same_ids &= np.array_equal(ids0, idsr)\n", + " x0 = sparse_vec(z0, key, d_sae)\n", + " xr = sparse_vec(zr, key, d_sae)\n", + " divs.append(float(np.abs(x0 - xr).sum() / np.abs(xr).sum()))\n", + " rows.append({\"echelle\": label, \"ids_topk_identiques\": bool(same_ids),\n", + " \"divergence_a0_max\": float(np.max(divs))})\n", + "plomberie = pd.DataFrame(rows)\n", + "plomberie\n" + ] + }, + { + "cell_type": "markdown", + "id": "f07b9185", + "metadata": { + "papermill": { + "duration": 0.003652, + "end_time": "2026-09-27T05:31:22.238278+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.234626+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Contrôle de plomberie.** Sur les trois échelles, `ids_topk_identiques` = True et la divergence à α = 0 est exactement nulle (max 0.0e+00) : le hook d'inoculation actif mais neutre ne modifie rien — toute la divergence mesurée aux α > 0 est imputable au clamp, pas à la plomberie.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "6f1b8a45", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.247323Z", + "iopub.status.busy": "2026-09-27T05:31:22.246938Z", + "iopub.status.idle": "2026-09-27T05:31:22.272245Z", + "shell.execute_reply": "2026-09-27T05:31:22.271700Z" + }, + "papermill": { + "duration": 0.031316, + "end_time": "2026-09-27T05:31:22.272187+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.240871+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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echellepanel_rederivepanel_inoculeidentique
0Qwen3-1.7B-Base[2076, 7036, 7258, 7662, 8520, 12503, 13170, 1...[2076, 7036, 7258, 7662, 8520, 12503, 13170, 1...True
1Qwen3.5-2B-Base[701, 1673, 2919, 4314, 5272, 5680, 10586, 129...[701, 1673, 2919, 4314, 5272, 5680, 10586, 129...True
2Qwen3.5-9B-Base[5595, 10365, 12255, 16060, 19350, 22736, 2451...[5595, 10365, 12255, 16060, 19350, 22736, 2451...True
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" + ], + "text/plain": [ + " echelle panel_rederive \\\n", + "0 Qwen3-1.7B-Base [2076, 7036, 7258, 7662, 8520, 12503, 13170, 1... \n", + "1 Qwen3.5-2B-Base [701, 1673, 2919, 4314, 5272, 5680, 10586, 129... \n", + "2 Qwen3.5-9B-Base [5595, 10365, 12255, 16060, 19350, 22736, 2451... \n", + "\n", + " panel_inocule identique \n", + "0 [2076, 7036, 7258, 7662, 8520, 12503, 13170, 1... True \n", + "1 [701, 1673, 2919, 4314, 5272, 5680, 10586, 129... True \n", + "2 [5595, 10365, 12255, 16060, 19350, 22736, 2451... True " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Re-derivation du panel differentiel depuis la reference de chaque echelle\n", + "# (meme statistique que le pipeline : |mean_code - mean_prose|, top-16), et\n", + "# confrontation aux ids reellement inocules dans les traces du sweep.\n", + "\n", + "\n", + "def mean_by_set(z, set_name, d_sae):\n", + " keys = sorted(k for k in z.files\n", + " if k.startswith(set_name + \"__\") and k.endswith(\"__topk_ids\"))\n", + " n_tok, hits = 0, np.zeros(d_sae, dtype=np.float64)\n", + " for k in keys:\n", + " ids = z[k].astype(np.int64).ravel()\n", + " vals = z[k.rsplit(\"ids\", 1)[0] + \"vals\"].astype(np.float64).ravel()\n", + " np.add.at(hits, ids, vals)\n", + " n_tok += ids.shape[0]\n", + " return hits / max(n_tok, 1)\n", + "\n", + "\n", + "rows = []\n", + "for label, cfg in ECHELLES.items():\n", + " zref = np.load(TRACES / cfg[\"ref\"], allow_pickle=False)\n", + " meta_ref = json.loads(str(zref[\"__meta__\"]))\n", + " d_sae = meta_ref[\"d_sae\"]\n", + " score = np.abs(mean_by_set(zref, \"code_python\", d_sae)\n", + " - mean_by_set(zref, \"prose_fr\", d_sae))\n", + " top16 = sorted(int(i) for i in np.argsort(score)[::-1][:16])\n", + " inocules = sorted(load_meta(inoc_path(label, 0.0))[\"clamp_ids\"])\n", + " rows.append({\"echelle\": label, \"panel_rederive\": str(top16),\n", + " \"panel_inocule\": str(inocules),\n", + " \"identique\": top16 == inocules})\n", + "pd.DataFrame(rows)\n" + ] + }, + { + "cell_type": "markdown", + "id": "a2af1378", + "metadata": { + "papermill": { + "duration": 0.003455, + "end_time": "2026-09-27T05:31:22.280187+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.276732+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Panels.** La re-dérivation reproduit exactement les ids inoculés (`identique` = True sur les trois échelles) : le pipeline a bien clampé le top-16 différentiel `|mean_act(code) − mean_act(prose)|` issu de chaque référence mi-réseau. Les panels restent non appariés entre échelles (dictionnaires indépendants) — c'est la forme des courbes qu'on compare, pas les ids.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "18af245f", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.288024Z", + "iopub.status.busy": "2026-09-27T05:31:22.287781Z", + "iopub.status.idle": "2026-09-27T05:31:22.475306Z", + "shell.execute_reply": "2026-09-27T05:31:22.474852Z" + }, + "papermill": { + "duration": 0.193572, + "end_time": "2026-09-27T05:31:22.476323+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.282751+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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Qwen3-1.7B-BaseQwen3.5-2B-BaseQwen3.5-9B-Base
alpha
0.000.00000.00000.0000
0.250.33110.04500.0339
0.500.68000.11150.0717
0.750.91980.40650.1367
1.001.10340.64670.3267
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" + ], + "text/plain": [ + " Qwen3-1.7B-Base Qwen3.5-2B-Base Qwen3.5-9B-Base\n", + "alpha \n", + "0.00 0.0000 0.0000 0.0000\n", + "0.25 0.3311 0.0450 0.0339\n", + "0.50 0.6800 0.1115 0.0717\n", + "0.75 0.9198 0.4065 0.1367\n", + "1.00 1.1034 0.6467 0.3267" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Ordre-parametre : m(alpha) = ||x_a - x_0||_1 / ||x_0||_1 par prompt,\n", + "# moyennee par jeu puis par echelle (meme statistique que le pilote).\n", + "\n", + "\n", + "def divergence_table(echelle):\n", + " p0 = inoc_path(echelle, 0.0)\n", + " z0 = np.load(p0, allow_pickle=False)\n", + " d_sae = json.loads(str(z0[\"__meta__\"]))[\"d_sae\"]\n", + " base = {k: sparse_vec(z0, k, d_sae) for k in prompt_keys(z0)}\n", + " rows = []\n", + " for a in ALPHAS:\n", + " z = np.load(inoc_path(echelle, a), allow_pickle=False)\n", + " for key in prompt_keys(z):\n", + " x = sparse_vec(z, key, d_sae)\n", + " rows.append({\"alpha\": a, \"prompt\": key,\n", + " \"jeu\": key.rsplit(\"__\", 1)[0],\n", + " \"m\": float(np.abs(x - base[key]).sum()\n", + " / np.abs(base[key]).sum())})\n", + " return pd.DataFrame(rows)\n", + "\n", + "\n", + "tables = {label: divergence_table(label) for label in ECHELLES}\n", + "m_par_echelle = pd.DataFrame({\n", + " label: t.groupby(\"alpha\")[\"m\"].mean() for label, t in tables.items()\n", + "}).round(4)\n", + "m_par_echelle\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "535cc6c3", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.485063Z", + "iopub.status.busy": "2026-09-27T05:31:22.484838Z", + "iopub.status.idle": "2026-09-27T05:31:22.738279Z", + "shell.execute_reply": "2026-09-27T05:31:22.737614Z" + }, + "papermill": { + "duration": 0.258979, + "end_time": "2026-09-27T05:31:22.739084+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.480105+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 3, figsize=(15, 4.2), sharey=True)\n", + "for ax, (label, t) in zip(axes, tables.items()):\n", + " for jeu, g in t.groupby(\"jeu\"):\n", + " agg = g.groupby(\"alpha\")[\"m\"].mean()\n", + " ax.plot(agg.index, agg.values, marker=\"o\", alpha=0.45, label=None)\n", + " agg = t.groupby(\"alpha\")[\"m\"].mean()\n", + " ax.plot(agg.index, agg.values, marker=\"s\", color=\"black\", lw=2.2, label=\"moyenne\")\n", + " ax.set_title(label)\n", + " ax.set_xlabel(\"alpha (intensite du clamp)\")\n", + " ax.grid(alpha=0.3)\n", + "axes[0].set_ylabel(\"m(alpha) = ||x_a - x_0||_1 / ||x_0||_1\")\n", + "fig.suptitle(\"Divergence representionnelle apres inoculation mi-reseau, lecture resid final\", y=1.02)\n", + "fig.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "id": "fbd81cc6", + "metadata": { + "papermill": { + "duration": 0.006379, + "end_time": "2026-09-27T05:31:22.752104+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.745725+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Lecture des courbes m(α).** Le 9B prolonge et amplifie la tendance entrevue du 1.7B vers le 2B. À α = 0.25, le 1.7B a déjà divergé de 33 % (m = 0.331), le 2B de 4.5 %, le 9B de 3.4 %. À α = 1, la divergence totale décroît avec la taille : m(1) = 1.103 → 0.647 → 0.327. Les trois régimes s'ordonnent : réponse massive et précoce du 1.7B, transition tardive du 2B, transition plus tardive encore et plus faible du 9B. À intervention identique (même position relative, même nombre de features, même intensité), la représentation finale du 9B bouge **deux fois moins** que celle du 2B et **trois fois moins** que celle du 1.7B.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "39096e29", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.763262Z", + "iopub.status.busy": "2026-09-27T05:31:22.763003Z", + "iopub.status.idle": "2026-09-27T05:31:22.772099Z", + "shell.execute_reply": "2026-09-27T05:31:22.771693Z" + }, + "papermill": { + "duration": 0.016149, + "end_time": "2026-09-27T05:31:22.773191+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.757042+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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echellealpha_pente_maxpente_maxm_0.25_sur_m_1m(1)
0Qwen3-1.7B-Base0.3751.3955710.3000571.103380
1Qwen3.5-2B-Base0.6251.1799670.0696020.646715
2Qwen3.5-9B-Base0.8750.7601670.1037480.326702
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" + ], + "text/plain": [ + " echelle alpha_pente_max pente_max m_0.25_sur_m_1 m(1)\n", + "0 Qwen3-1.7B-Base 0.375 1.395571 0.300057 1.103380\n", + "1 Qwen3.5-2B-Base 0.625 1.179967 0.069602 0.646715\n", + "2 Qwen3.5-9B-Base 0.875 0.760167 0.103748 0.326702" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Nettete de la transition : pente locale dm/dalpha, point de pente maximale,\n", + "# et rapport m(0.25)/m(1) (fraction de la divergence deja presentee au\n", + "# premier quart d'intensite -- le tell du regime \"precoce\" du 1.7B).\n", + "\n", + "rows = []\n", + "for label, t in tables.items():\n", + " agg = t.groupby(\"alpha\")[\"m\"].mean().sort_index()\n", + " a = agg.index.to_numpy(dtype=float)\n", + " m = agg.values\n", + " dm = np.diff(m) / np.diff(a)\n", + " i_star = int(np.argmax(dm))\n", + " rows.append({\n", + " \"echelle\": label,\n", + " \"alpha_pente_max\": float(a[i_star] + (a[1] - a[0]) / 2),\n", + " \"pente_max\": float(dm[i_star]),\n", + " \"m_0.25_sur_m_1\": float(agg.loc[0.25] / agg.loc[1.0]),\n", + " \"m(1)\": float(agg.loc[1.0]),\n", + " })\n", + "seuils = pd.DataFrame(rows)\n", + "seuils\n" + ] + }, + { + "cell_type": "markdown", + "id": "a0a37d8f", + "metadata": { + "papermill": { + "duration": 0.006021, + "end_time": "2026-09-27T05:31:22.783415+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.777394+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Seuil et netteté.** Le point de pente maximale recule **monotonement** avec la taille : α* ≈ 0.375 (1.7B) → 0.625 (2B) → 0.875 (9B) — la transition se décale vers les hautes intensités. Et la pente maximale elle-même s'adoucit : 1.40 → 1.18 → 0.76. La fraction de divergence déjà acquise au premier quart d'intensité (m(0.25)/m(1)) reste faible hors 1.7B : 0.30 → 0.07 → 0.10. Les deux signatures convergent : plus le modèle est grand, plus la bifurcation exige d'intensité et plus elle est douce quand elle arrive.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "61c20ecd", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:22.794527Z", + "iopub.status.busy": "2026-09-27T05:31:22.794312Z", + "iopub.status.idle": "2026-09-27T05:31:23.098817Z", + "shell.execute_reply": "2026-09-27T05:31:23.098160Z" + }, + "papermill": { + "duration": 0.311725, + "end_time": "2026-09-27T05:31:23.099662+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:22.787937+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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echellejaccard_inv_a0.25jaccard_inv_a0.5jaccard_inv_a1
0Qwen3-1.7B-Base0.8172370.8603910.905846
1Qwen3.5-2B-Base0.6352810.7346780.851725
2Qwen3.5-9B-Base0.5874810.6955550.811007
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" + ], + "text/plain": [ + " echelle jaccard_inv_a0.25 jaccard_inv_a0.5 jaccard_inv_a1\n", + "0 Qwen3-1.7B-Base 0.817237 0.860391 0.905846\n", + "1 Qwen3.5-2B-Base 0.635281 0.734678 0.851725\n", + "2 Qwen3.5-9B-Base 0.587481 0.695555 0.811007" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Profil token-par-token : divergence creuse LOCALE par position, moyennee\n", + "# par echelle (ou la perturbation se dissout-elle le long du contexte ?).\n", + "\n", + "rows = []\n", + "for label in ECHELLES:\n", + " z0 = np.load(inoc_path(label, 0.0), allow_pickle=False)\n", + " d_sae = json.loads(str(z0[\"__meta__\"]))[\"d_sae\"]\n", + " prof = {}\n", + " for a in (0.25, 0.5, 1.0):\n", + " z = np.load(inoc_path(label, a), allow_pickle=False)\n", + " rel = []\n", + " for key in prompt_keys(z):\n", + " ids0 = z0[f\"{key}__topk_ids\"].astype(np.int64)\n", + " idsa = z[f\"{key}__topk_ids\"].astype(np.int64)\n", + " T = min(ids0.shape[1], idsa.shape[1])\n", + " for t in range(T):\n", + " s0 = set(ids0[:, t].tolist()) if ids0.ndim > 1 else set(ids0[t].tolist())\n", + " sa = set(idsa[:, t].tolist()) if idsa.ndim > 1 else set(idsa[t].tolist())\n", + " rel.append(1.0 - len(s0 & sa) / max(len(s0 | sa), 1))\n", + " prof[a] = float(np.mean(rel))\n", + " rows.append({\"echelle\": label, **{f\"jaccard_inv_a{a:g}\": v for a, v in prof.items()}})\n", + "profils = pd.DataFrame(rows)\n", + "profils\n" + ] + }, + { + "cell_type": "markdown", + "id": "b75f25c3", + "metadata": { + "papermill": { + "duration": 0.006759, + "end_time": "2026-09-27T05:31:23.113141+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.106382+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Profil ensembliste.** L'indice de Jaccard inverse (fraction du top-50 **remplacé**, indépendamment des valeurs) raconte une histoire complémentaire de m(α) : à α = 1, le remplacement de l'ensemble reste substantiel aux trois échelles (0.906 → 0.852 → 0.811) — même le 9B, dont la divergence de *valeurs* m(1) = 0.33 est la plus faible, **remplace plus de 80 % de son top-50**. La hiérarchie des échelles s'inverse selon la statistique : le 9B diverge le moins en magnitude mais reste proche du 2B en rotation d'ensemble. La bifurcation du 9B est donc moins une \"cassure des valeurs\" qu'une réorganisation des features actives — à confronter à l'exercice 1.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1f3c06a5", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.124587Z", + "iopub.status.busy": "2026-09-27T05:31:23.124268Z", + "iopub.status.idle": "2026-09-27T05:31:23.226369Z", + "shell.execute_reply": "2026-09-27T05:31:23.225924Z" + }, + "papermill": { + "duration": 0.108493, + "end_time": "2026-09-27T05:31:23.226405+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.117912+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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" + ], + "text/plain": [ + " Qwen3-1.7B-Base Qwen3.5-2B-Base Qwen3.5-9B-Base\n", + "alpha \n", + "0.00 0.0000 0.0000 0.0000\n", + "0.25 0.3001 0.0696 0.1037\n", + "0.50 0.6163 0.1724 0.2195\n", + "0.75 0.8336 0.6286 0.4183\n", + "1.00 1.0000 1.0000 1.0000" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Comparaison cross-echelle : courbes normalisees m(alpha)/m(1).\n", + "\n", + "fig, ax = plt.subplots(figsize=(7, 4.5))\n", + "for label, t in tables.items():\n", + " agg = t.groupby(\"alpha\")[\"m\"].mean().sort_index()\n", + " ax.plot(agg.index, agg.values / agg.loc[1.0], marker=\"o\", label=label)\n", + "ax.plot([0, 1], [0, 1], \":\", color=\"gray\", lw=1, label=\"reponse lineaire\")\n", + "ax.set_xlabel(\"alpha\")\n", + "ax.set_ylabel(\"m(alpha) / m(1)\")\n", + "ax.set_title(\"Bifurcation normalisee : les trois echelles\")\n", + "ax.legend()\n", + "ax.grid(alpha=0.3)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "cross = pd.DataFrame({\n", + " label: (t.groupby(\"alpha\")[\"m\"].mean() / t.groupby(\"alpha\")[\"m\"].mean().loc[1.0]).round(4)\n", + " for label, t in tables.items()\n", + "})\n", + "cross\n" + ] + }, + { + "cell_type": "markdown", + "id": "00877676", + "metadata": { + "papermill": { + "duration": 0.004575, + "end_time": "2026-09-27T05:31:23.237695+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.233120+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Comparaison normalisée.** Rapportées à leur divergence finale m(1), les trois courbes s'ordonnent nettement sous la diagonale de réponse linéaire, et d'autant plus bas que l'échelle est grande : le 9B concentre sa réponse sur la toute fin du balayage (m(0.5)/m(1) ≈ 0.22), le 1.7B l'étale dès le début (m(0.25)/m(1) ≈ 0.30, m(0.5)/m(1) ≈ 0.62). Sur trois points, la régularité est frappante — mais trois points dont un changement de dictionnaire ne font pas une loi d'échelle (cf. Limites).\n" + ] + }, + { + "cell_type": "markdown", + "id": "d3b58119", + "metadata": { + "papermill": { + "duration": 0.006062, + "end_time": "2026-09-27T05:31:23.251054+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.244992+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Contrôle permuté — la spécificité du panel (phase 6)\n", + "\n", + "Le panel différentiel est-il spécial, ou toute collection de 16 features produirait-elle la même divergence ? Contrôle : même taille, tirage uniforme hors panel, seed 42 (`inocrp`), aux intensités du pilote {0.25, 1.0}.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "66ffa6b3", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.264646Z", + "iopub.status.busy": "2026-09-27T05:31:23.264372Z", + "iopub.status.idle": "2026-09-27T05:31:23.389552Z", + "shell.execute_reply": "2026-09-27T05:31:23.388528Z" + }, + "papermill": { + "duration": 0.132429, + "end_time": "2026-09-27T05:31:23.389503+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.257074+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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2Qwen3.5-9B-Base0.03390.00590.32670.0062
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" + ], + "text/plain": [ + " echelle panel_m(0.25) random_m(0.25) panel_m(1) random_m(1)\n", + "0 Qwen3-1.7B-Base 0.3311 0.0462 1.1034 0.1808\n", + "1 Qwen3.5-2B-Base 0.0450 0.0079 0.6467 0.0102\n", + "2 Qwen3.5-9B-Base 0.0339 0.0059 0.3267 0.0062" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "RP_ALPHAS = [0.25, 1.0]\n", + "\n", + "\n", + "def divergence_table_rp(echelle):\n", + " p0 = inoc_path(echelle, 0.0)\n", + " z0 = np.load(p0, allow_pickle=False)\n", + " d_sae = json.loads(str(z0[\"__meta__\"]))[\"d_sae\"]\n", + " base = {k: sparse_vec(z0, k, d_sae) for k in prompt_keys(z0)}\n", + " rows = []\n", + " for a in RP_ALPHAS:\n", + " z = np.load(ctrl_path(\"inocrp\", echelle, a), allow_pickle=False)\n", + " for key in prompt_keys(z):\n", + " x = sparse_vec(z, key, d_sae)\n", + " rows.append({\"alpha\": a, \"prompt\": key,\n", + " \"jeu\": key.rsplit(\"__\", 1)[0],\n", + " \"m\": float(np.abs(x - base[key]).sum()\n", + " / np.abs(base[key]).sum())})\n", + " return pd.DataFrame(rows)\n", + "\n", + "\n", + "tables_rp = {label: divergence_table_rp(label) for label in ECHELLES}\n", + "\n", + "resume_rp = pd.DataFrame([{\n", + " \"echelle\": label,\n", + " \"panel_m(0.25)\": tables[label][tables[label][\"alpha\"] == 0.25][\"m\"].mean(),\n", + " \"random_m(0.25)\": trp[trp[\"alpha\"] == 0.25][\"m\"].mean(),\n", + " \"panel_m(1)\": tables[label][tables[label][\"alpha\"] == 1.0][\"m\"].mean(),\n", + " \"random_m(1)\": trp[trp[\"alpha\"] == 1.0][\"m\"].mean(),\n", + "} for label, trp in tables_rp.items()]).round(4)\n", + "resume_rp\n" + ] + }, + { + "cell_type": "markdown", + "id": "891c9246", + "metadata": { + "papermill": { + "duration": 0.00636, + "end_time": "2026-09-27T05:31:23.405137+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.398777+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Contrôle permuté.** La spécificité du panel tient aux trois échelles, et même se renforce : à α = 1, panel vs tirage aléatoire donnent 1.103 vs 0.181 (×6.1) au 1.7B, 0.647 vs 0.010 (×63) au 2B, **0.327 vs 0.006 (×53)** au 9B. Le 9B n'est donc pas \"insensible à toute inoculation\" : il est insensible à un panel aléatoire (divergence résiduelle 0.006 ≈ bruit) et spécifiquement sensible au panel différentiel code/prose. La sélectivité ne s'érode pas avec la taille — c'est l'ampleur de la réponse qui diminue.\n" + ] + }, + { + "cell_type": "markdown", + "id": "3a926168", + "metadata": { + "papermill": { + "duration": 0.005157, + "end_time": "2026-09-27T05:31:23.418819+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.413662+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Contrôle apparié en norme — le confondant d'activité levé par construction (phase 6b)\n", + "\n", + "Le contrôle permuté hérite d'un confondant : un panel aléatoire tire des features bien moins actives que le panel différentiel, donc un clamp plus faible pour α égal. Contrôle : tirage restreint à la bande d'activité [m/2, 2m] du panel (`inocmp`, seed 42).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "e53a3775", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.433799Z", + "iopub.status.busy": "2026-09-27T05:31:23.433411Z", + "iopub.status.idle": "2026-09-27T05:31:23.579541Z", + "shell.execute_reply": "2026-09-27T05:31:23.578895Z" + }, + "papermill": { + "duration": 0.155225, + "end_time": "2026-09-27T05:31:23.580379+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.425154+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "{'audit_activite': {'echelle': {0: 'Qwen3-1.7B-Base',\n", + " 1: 'Qwen3.5-2B-Base',\n", + " 2: 'Qwen3.5-9B-Base'},\n", + " 'act_panel': {0: 0.26195846194399547,\n", + " 1: 0.0023377667379773353,\n", + " 2: 0.012899933080475217},\n", + " 'act_apparie': {0: 0.17506777394636014,\n", + " 1: 0.0013650935649199005,\n", + " 2: 0.002308287502320345},\n", + " 'pool_bande_x8': {0: 45, 1: 136, 2: 83}},\n", + " 'resume': {'echelle': {0: 'Qwen3-1.7B-Base',\n", + " 1: 'Qwen3.5-2B-Base',\n", + " 2: 'Qwen3.5-9B-Base'},\n", + " 'panel_m(0.25)': {0: 0.3311, 1: 0.045, 2: 0.0339},\n", + " 'apparie_m(0.25)': {0: 0.3243, 1: 0.0197, 2: 0.0124},\n", + " 'panel_m(1)': {0: 1.1034, 1: 0.6467, 2: 0.3267},\n", + " 'apparie_m(1)': {0: 0.8533, 1: 0.08, 2: 0.0446}}}" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "MP_ALPHAS = [0.25, 1.0]\n", + "\n", + "\n", + "def divergence_table_mp(echelle):\n", + " p0 = inoc_path(echelle, 0.0)\n", + " z0 = np.load(p0, allow_pickle=False)\n", + " d_sae = json.loads(str(z0[\"__meta__\"]))[\"d_sae\"]\n", + " base = {k: sparse_vec(z0, k, d_sae) for k in prompt_keys(z0)}\n", + " rows = []\n", + " for a in MP_ALPHAS:\n", + " z = np.load(ctrl_path(\"inocmp\", echelle, a), allow_pickle=False)\n", + " for key in prompt_keys(z):\n", + " x = sparse_vec(z, key, d_sae)\n", + " rows.append({\"alpha\": a, \"prompt\": key,\n", + " \"jeu\": key.rsplit(\"__\", 1)[0],\n", + " \"m\": float(np.abs(x - base[key]).sum()\n", + " / np.abs(base[key]).sum())})\n", + " return pd.DataFrame(rows)\n", + "\n", + "\n", + "tables_mp = {label: divergence_table_mp(label) for label in ECHELLES}\n", + "\n", + "rows_act3 = []\n", + "for label, cfg in ECHELLES.items():\n", + " zref = np.load(TRACES / cfg[\"ref\"], allow_pickle=False)\n", + " d_sae = json.loads(str(zref[\"__meta__\"]))[\"d_sae\"]\n", + " act = (mean_by_set(zref, \"code_python\", d_sae)\n", + " + mean_by_set(zref, \"prose_fr\", d_sae)) / 2.0\n", + " meta_mp = load_meta(ctrl_path(\"inocmp\", label, 0.25))\n", + " rows_act3.append({\n", + " \"echelle\": label,\n", + " \"act_panel\": float(np.mean(act[load_meta(inoc_path(label, 0.0))[\"clamp_ids\"]])),\n", + " \"act_apparie\": float(np.mean(act[meta_mp[\"clamp_ids\"]])),\n", + " \"pool_bande_x8\": meta_mp.get(\"matched_panel_pool\"),\n", + " })\n", + "audit_act3 = pd.DataFrame(rows_act3)\n", + "\n", + "resume_mp = pd.DataFrame([{\n", + " \"echelle\": label,\n", + " \"panel_m(0.25)\": tables[label][tables[label][\"alpha\"] == 0.25][\"m\"].mean(),\n", + " \"apparie_m(0.25)\": tmp[tmp[\"alpha\"] == 0.25][\"m\"].mean(),\n", + " \"panel_m(1)\": tables[label][tables[label][\"alpha\"] == 1.0][\"m\"].mean(),\n", + " \"apparie_m(1)\": tmp[tmp[\"alpha\"] == 1.0][\"m\"].mean(),\n", + "} for label, tmp in tables_mp.items()]).round(4)\n", + "{\"audit_activite\": audit_act3.to_dict(), \"resume\": resume_mp.to_dict()}\n" + ] + }, + { + "cell_type": "markdown", + "id": "0f53a618", + "metadata": { + "papermill": { + "duration": 0.006222, + "end_time": "2026-09-27T05:31:23.592471+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.586249+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Contrôle apparié.** Quand on annule le confondant d'activité (bande ×8, pool 83 candidats pour le 9B, même facteur que le pilote), le tableau se décompose en deux effets. À α = 1 au 9B : panel différentiel 0.327, panel apparié en norme 0.045, panel aléatoire 0.006. Le tirage apparié diverge donc ~7× plus que l'aléatoire — **l'activité de la feature participe de la réponse** — mais reste ~7× sous le panel différentiel — **l'identité différentielle code→prose porte l'essentiel**. Même décomposition qu'au 2B (0.647 / 0.080 / 0.010). Caveat honnête : la bande garantit le même ordre de grandeur, pas la même moyenne (le tirage 9B est tombé à 0.0023 contre 0.0129 pour le panel, bas de bande).\n" + ] + }, + { + "cell_type": "markdown", + "id": "b49b9524", + "metadata": { + "papermill": { + "duration": 0.006275, + "end_time": "2026-09-27T05:31:23.605757+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.599482+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Limites (assumées, elles délimitent le jalon)\n", + "\n", + "- **Trois échelles, pas une loi d'échelle.** 1.7B → 2B → 9B : les sauts sont hétérogènes (×1.2, ×4.5) et le 9B change aussi de dictionnaire (W64K vs W32K) : la « tendance » lue sur trois points dont un changement de support est un indice, pas un ajustement.\n", + "- **Pas d'hystérésis**, passes indépendantes par α (même limite que le pilote).\n", + "- **Divergence dans l'espace SAE top-k uniquement** : ce que le dictionnaire ne code pas est invisible.\n", + "- **Panel code/prose** : le panel différentiel encode la discrimination code↔prose ; d'autres contrastes (math, dialogue) pourraient inoculer différemment.\n" + ] + }, + { + "cell_type": "markdown", + "id": "b4f8ef55", + "metadata": { + "papermill": { + "duration": 0.007275, + "end_time": "2026-09-27T05:31:23.618773+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.611498+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Ce qu'il faut retenir\n", + "\n", + "1. **La bifurcation recule et s'adoucit avec la taille.** À intervention identique (16 features différentielles clampeées à mi-profondeur), le point de transition α* passe de ≈ 0.375 (1.7B) à ≈ 0.625 (2B) à ≈ 0.875 (9B), la pente maximale de 1.40 à 0.76, et la divergence finale m(1) de 1.10 à 0.33. Le 9B est le plus robuste des trois à l'inoculation.\n", + "2. **La spécificité, elle, ne s'érode pas.** Contrôle permuté : le 9B répond ×53 plus au panel différentiel qu'à un panel aléatoire (0.327 vs 0.006) — sélectivité préservée, amplitude réduite.\n", + "3. **Magnitude et rotation se dissocient.** Le 9B diverge le moins en valeurs (m(1) = 0.33) mais remplace encore 81 % de son top-50 : la bifurcation à grande échelle est une réorganisation plus qu'une destruction.\n", + "4. **Statut** : indice robuste sur trois points (dont un changement de dictionnaire W32K→W64K), pas une loi d'échelle. Sans verdict sur la matrice de dissociation — la lecture croisée J-lens ×3 échelles (fit 9B en cours, `calib_jlens_qwen3-5-9b.npz` à venir) dira si la fidélité de lecture suit la même pente.\n" + ] + }, + { + "cell_type": "markdown", + "id": "972a08f9", + "metadata": { + "papermill": { + "duration": 0.006199, + "end_time": "2026-09-27T05:31:23.632136+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.625937+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Exercices\n" + ] + }, + { + "cell_type": "markdown", + "id": "2ecb5b5d", + "metadata": { + "papermill": { + "duration": 0.009274, + "end_time": "2026-09-27T05:31:23.648688+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.639414+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 1 — Divergence de Jaccard des top-k par intensité\n", + "\n", + "La statistique m(α) sombre toutes les features. Exercice : pour le 9B, calculez l'indice de Jaccard `|top50_a ∩ top50_0| / |top50_a ∪ top50_0|` par prompt aux cinq intensités, moyennez, et comparez sa courbe J(α) à m(α) : la bifurcation est-elle un phénomène de *rotation* (mêmes features, valeurs déplacées) ou de *remplacement* (features différentes) ?\n" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "909396d4", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.665666Z", + "iopub.status.busy": "2026-09-27T05:31:23.665383Z", + "iopub.status.idle": "2026-09-27T05:31:23.822642Z", + "shell.execute_reply": "2026-09-27T05:31:23.821998Z" + }, + "papermill": { + "duration": 0.166351, + "end_time": "2026-09-27T05:31:23.823506+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.657155+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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alphajaccard_moyen
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" + ], + "text/plain": [ + " alpha jaccard_moyen\n", + "0 0.00 1.000000\n", + "1 0.25 0.954942\n", + "2 0.50 0.915326\n", + "3 0.75 0.854536\n", + "4 1.00 0.735630" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Exercice 1 : divergence de Jaccard des top-k par intensite (9B).\n", + "\n", + "ech = \"Qwen3.5-9B-Base\"\n", + "z0 = np.load(inoc_path(ech, 0.0), allow_pickle=False)\n", + "rows = []\n", + "for a in ALPHAS:\n", + " z = np.load(inoc_path(ech, a), allow_pickle=False)\n", + " jac = []\n", + " for key in prompt_keys(z):\n", + " ids0 = set(z0[f\"{key}__topk_ids\"].astype(np.int64).ravel().tolist())\n", + " idsa = set(z[f\"{key}__topk_ids\"].astype(np.int64).ravel().tolist())\n", + " jac.append(len(ids0 & idsa) / len(ids0 | idsa))\n", + " rows.append({\"alpha\": a, \"jaccard_moyen\": float(np.mean(jac))})\n", + "pd.DataFrame(rows)\n" + ] + }, + { + "cell_type": "markdown", + "id": "fca20c6b", + "metadata": { + "papermill": { + "duration": 0.007589, + "end_time": "2026-09-27T05:31:23.835782+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.828193+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 2 — La rupture dépend-elle du jeu ?\n", + "\n", + "Les deux jeux qui définissent le panel (code_python, prose_fr) sont-ils aussi ceux qui divergent le plus ? Exercice : pour chaque échelle, calculez m(0.5) par jeu et classez ; testez si les jeux du panel dominent la divergence aux trois échelles.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "1a7d772c", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.851975Z", + "iopub.status.busy": "2026-09-27T05:31:23.851631Z", + "iopub.status.idle": "2026-09-27T05:31:23.868685Z", + "shell.execute_reply": "2026-09-27T05:31:23.867769Z" + }, + "papermill": { + "duration": 0.025985, + "end_time": "2026-09-27T05:31:23.869183+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.843198+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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jeucode_pythondialoguemathnarrative_enprose_fr
echelle
Qwen3-1.7B-Base0.74420.62340.70570.72070.6059
Qwen3.5-2B-Base0.05490.14480.10340.11320.1411
Qwen3.5-9B-Base0.05620.08820.07370.05250.0879
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" + ], + "text/plain": [ + "jeu code_python dialogue math narrative_en prose_fr\n", + "echelle \n", + "Qwen3-1.7B-Base 0.7442 0.6234 0.7057 0.7207 0.6059\n", + "Qwen3.5-2B-Base 0.0549 0.1448 0.1034 0.1132 0.1411\n", + "Qwen3.5-9B-Base 0.0562 0.0882 0.0737 0.0525 0.0879" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Exercice 2 : m(alpha) par jeu, jeux du panel vs jeux neutres.\n", + "\n", + "rows = []\n", + "for label, t in tables.items():\n", + " g = t[t[\"alpha\"] == 0.5].groupby(\"jeu\")[\"m\"].mean().sort_values(ascending=False)\n", + " for jeu, m in g.items():\n", + " rows.append({\"echelle\": label, \"jeu\": jeu, \"m(0.5)\": round(float(m), 4),\n", + " \"jeu_du_panel\": jeu in (\"code_python\", \"prose_fr\")})\n", + "pd.DataFrame(rows).pivot_table(index=\"echelle\", columns=\"jeu\", values=\"m(0.5)\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "0296c1af", + "metadata": { + "papermill": { + "duration": 0.008186, + "end_time": "2026-09-27T05:31:23.884430+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.876244+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### Exercice 3 — Les échelles traversent-elles la transition dans le même ordre ?\n", + "\n", + "Par prompt : le rang de divergence au α=0.5 est-il concordant entre échelles ? Exercice : appariez les prompts par clé (les jeux sont identiques), calculez un Spearman par paire d'échelles sur m(0.5) par prompt, et concluez sur l'existence d'un profil de prompt « sensible » commun.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "84f74c96", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-27T05:31:23.903697Z", + "iopub.status.busy": "2026-09-27T05:31:23.903280Z", + "iopub.status.idle": "2026-09-27T05:31:24.414838Z", + "shell.execute_reply": "2026-09-27T05:31:24.414465Z" + }, + "papermill": { + "duration": 0.522561, + "end_time": "2026-09-27T05:31:24.415385+00:00", + "exception": false, + "start_time": "2026-09-27T05:31:23.892824+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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pairen_prompts_communsspearman_rhop_value
0Qwen3-1.7B-Base vs Qwen3.5-2B-Base20-0.70530.000514
1Qwen3-1.7B-Base vs Qwen3.5-9B-Base20-0.63310.002734
2Qwen3.5-2B-Base vs Qwen3.5-9B-Base200.51130.021221
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" + ], + "text/plain": [ + " paire n_prompts_communs spearman_rho \\\n", + "0 Qwen3-1.7B-Base vs Qwen3.5-2B-Base 20 -0.7053 \n", + "1 Qwen3-1.7B-Base vs Qwen3.5-9B-Base 20 -0.6331 \n", + "2 Qwen3.5-2B-Base vs Qwen3.5-9B-Base 20 0.5113 \n", + "\n", + " p_value \n", + "0 0.000514 \n", + "1 0.002734 \n", + "2 0.021221 " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Exercice 3 : Spearman par paire d'echelles sur m(0.5) par prompt.\n", + "\n", + "from scipy.stats import spearmanr\n", + "\n", + "m05 = {label: t[t[\"alpha\"] == 0.5].set_index(\"prompt\")[\"m\"]\n", + " for label, t in tables.items()}\n", + "labels = list(ECHELLES)\n", + "rows = []\n", + "for i in range(len(labels)):\n", + " for j in range(i + 1, len(labels)):\n", + " a, b = m05[labels[i]], m05[labels[j]]\n", + " common = a.index.intersection(b.index)\n", + " rho, p = spearmanr(a.loc[common], b.loc[common])\n", + " rows.append({\"paire\": f\"{labels[i]} vs {labels[j]}\",\n", + " \"n_prompts_communs\": len(common),\n", + " \"spearman_rho\": round(float(rho), 4), \"p_value\": float(p)})\n", + "pd.DataFrame(rows)\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.13.3" + }, + "papermill": { + "default_parameters": {}, + "duration": 5.149961, + "end_time": "2026-09-27T05:31:24.869460+00:00", + "environment_variables": {}, + "exception": null, + "input_path": "ICT-45-InoculationBifurcation-9B.ipynb", + "output_path": "ICT-45-Out.ipynb", + "parameters": {}, + "start_time": "2026-09-27T05:31:19.719499+00:00", + "version": "2.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/scripts/fit_jlens_local.py b/MyIA.AI.Notebooks/IIT/ICT-Series/scripts/fit_jlens_local.py index bb2d624eee..baf4db1844 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/scripts/fit_jlens_local.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/scripts/fit_jlens_local.py @@ -1,11 +1,13 @@ """Fit local J-lens par taille (sous-grain (c) #8236). Reproduit la construction du lens publie 9B (neuronpedia/jacobian-lens, -Salesforce-wikitext n=458, min_chars 600) sur Qwen3-1.7B-Base et -Qwen3.5-2B-Base, aux profondeurs de calibration SAE (frac 0.25/0.5) : +Salesforce-wikitext n=458, min_chars 600) sur Qwen3-1.7B-Base, +Qwen3.5-2B-Base et Qwen3.5-9B-Base, aux profondeurs de calibration SAE +(frac 0.25/0.5) : 1.7B (28 couches) : source_layers [7, 14] 2B (24 couches) : source_layers [6, 12] + 9B (32 couches) : source_layers [8, 16] target = logits finaux (defaut). Le checkpoint de fit est resumable (checkpoint_path + resume=True) ; le lens final est sauvegarde via @@ -20,6 +22,7 @@ import argparse import hashlib import json +import logging import time from pathlib import Path @@ -28,6 +31,7 @@ MODELS = { "Qwen/Qwen3-1.7B-Base": [7, 14], # 28 couches : frac 0.25 / 0.5 "Qwen/Qwen3.5-2B-Base": [6, 12], # 24 couches : frac 0.25 / 0.5 + "Qwen/Qwen3.5-9B-Base": [8, 16], # 32 couches : frac 0.25 / 0.5 } FITS_DIR = Path("C:/dev/jlens_fits") @@ -45,6 +49,10 @@ def main() -> None: ) args = ap.parse_args() + # Progression per-prompt du fitter jlens (sinon WARNING seul = silence + # pendant des heures sur un fit 9B ~15 h). + logging.basicConfig(level=logging.INFO, format="%(levelname)s %(message)s") + import jlens from jlens.examples import load_wikitext_prompts diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16.npz b/MyIA.AI.Notebooks/IIT/ICT-Series/traces/inoc_layer31_trained_clamp16.npz new file mode 100644 index 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