From 97b7ae03ed9dbc192401930742788e8c9ef7ac83 Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 16:55:13 +0200 Subject: [PATCH 1/7] Add: couche corpus humor_pairs (#14035 tranche 1) - CORPUS_DUR reproductible + tests Co-Authored-By: Claude Sonnet 5 --- .../IIT/ICT-Series/ict/humor_pairs.py | 76 +++++++++++++++++++ .../ICT-Series/ict/tests/test_humor_pairs.py | 61 +++++++++++++++ 2 files changed, 137 insertions(+) create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py new file mode 100644 index 0000000000..466174aeda --- /dev/null +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py @@ -0,0 +1,76 @@ +# -*- coding: utf-8 -*- +"""Couche d'acces au corpus humour consolide (CORPUS_DUR) pour #14035. + +Reproduit le geste du pilote ICT-35 : les cellules code [0..10] de +``GameTheory-24b-Humour-Banc-Dur.ipynb`` sont executees dans un namespace +isole, sans editer le notebook source, et ``CORPUS_DUR`` en est extrait. +La source de verite reste le notebook GT-24b, jamais copie. +""" +from __future__ import annotations + +import json +from collections import Counter +from pathlib import Path +from typing import Any + +# Taxonomie de labels du banc consolide (GT-24b, verifiee sur le pilote ICT-35). +LABELS: tuple[str, ...] = ( + "humour_reussi", + "rire_sans_recadrage", + "recadrage_sans_rire", + "offensif_compris_non_partage", + "rien", +) + +# Derniere cellule code de GT-24b a executer : CORPUS_DUR est construit dans +# la cellule 10 (mesure firsthand sur le notebook source). +_CORPUS_CELL_END = 10 + +# Champs du contrat d'instance (GT-24b cellule 10, verbe du banc). +_REQUIRED_FIELDS = ("id", "texte", "features", "label", "justification", "source") + + +def gt24b_path() -> Path: + """Chemin canonique du banc humour consolide, resolu depuis ce module.""" + return ( + Path(__file__).resolve().parents[3] + / "GameTheory" + / "GameTheory-24b-Humour-Banc-Dur.ipynb" + ) + + +def load_corpus_dur(path: Path | None = None) -> list[dict[str, Any]]: + """Charge ``CORPUS_DUR`` en executant les cellules de GT-24b. + + Reproduction deterministe (``random.seed(42)`` est pose par GT-24b + lui-meme dans la cellule 10) ; le notebook source n'est jamais modifie. + """ + nb_path = path or gt24b_path() + nb = json.loads(nb_path.read_text(encoding="utf-8")) + ns: dict[str, Any] = {} + for i, cell in enumerate(nb["cells"]): + if cell["cell_type"] == "code" and i <= _CORPUS_CELL_END: + exec("".join(cell["source"]), ns) # noqa: S102 - reproduction, motif du pilote ICT-35 cell[3] + corpus = ns["CORPUS_DUR"] + validate_corpus(corpus) + return corpus + + +def validate_corpus(corpus: list[dict[str, Any]], *, min_size: int = 100) -> None: + """Verifie le contrat du corpus : taille, champs, taxonomie, unicite des ids.""" + assert isinstance(corpus, list) and len(corpus) >= min_size, ( + f"CORPUS_DUR attendu >= {min_size} instances, recu {len(corpus)}" + ) + ids = [inst["id"] for inst in corpus] + assert len(set(ids)) == len(ids), "ids dupliques dans CORPUS_DUR" + for inst in corpus: + for field in _REQUIRED_FIELDS: + assert field in inst, f"champ {field} manquant sur {inst.get('id')}" + assert inst["label"] in LABELS, ( + f"label hors taxonomie : {inst['label']!r} sur {inst['id']}" + ) + + +def label_distribution(corpus: list[dict[str, Any]]) -> Counter: + """Effectifs par label, pour le controle de stratification des tranches.""" + return Counter(inst["label"] for inst in corpus) diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py new file mode 100644 index 0000000000..420e2b38c6 --- /dev/null +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py @@ -0,0 +1,61 @@ +# -*- coding: utf-8 -*- +"""Tests de la couche corpus humor_pairs (#14035, tranche 1).""" +from __future__ import annotations + +import os + +import pytest + +from ict.humor_pairs import ( + LABELS, + gt24b_path, + label_distribution, + load_corpus_dur, + validate_corpus, +) + +# Les cellules endpoint de GT-24b exigent la cle OpenRouter (presente dans +# .secrets/master.env sur les machines du cluster, absente en CI sans secrets). +# Le corpus lui-meme est deterministe et n'appelle jamais l'API. +_NEEDS_KEY = pytest.mark.skipif( + not os.environ.get("OPENROUTER_API_KEY"), + reason="cle OPENROUTER_API_KEY requise par les cellules endpoint de GT-24b", +) + + +@pytest.fixture(scope="module") +def corpus() -> list[dict]: + return load_corpus_dur() + + +# Les deux tests de rejet ne chargent pas le corpus : pas de cle requise. + + +def test_gt24b_path_exists() -> None: + assert gt24b_path().exists(), f"GT-24b manquant : {gt24b_path()}" + + +@_NEEDS_KEY +def test_load_corpus_dur_contract(corpus: list[dict]) -> None: + # Le banc consolide declare >= 100 instances annotees manuellement. + assert len(corpus) >= 100 + validate_corpus(corpus) # leve si champs/taxonomie/unicite violent le contrat + + +@_NEEDS_KEY +def test_label_distribution_sums_to_corpus(corpus: list[dict]) -> None: + dist = label_distribution(corpus) + assert sum(dist.values()) == len(corpus) + assert set(dist) <= set(LABELS) + + +def test_validate_corpus_rejects_bad_label() -> None: + bad = [{"id": "x", "texte": "t", "features": {}, "label": "drole", "justification": "", "source": "s"}] + with pytest.raises(AssertionError, match="hors taxonomie"): + validate_corpus(bad, min_size=1) + + +def test_validate_corpus_rejects_duplicate_ids() -> None: + inst = {"id": "x", "texte": "t", "features": {}, "label": "rien", "justification": "", "source": "s"} + with pytest.raises(AssertionError, match="dupliques"): + validate_corpus([inst, dict(inst)], min_size=1) From 6bcb0a327b0b1153a2107601b9a0384fd08a2e6f Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 17:19:27 +0200 Subject: [PATCH 2/7] Fix: load_corpus_dur independant du cwd (cache Argumentum relatif, cellule 4 GT-24b) La cellule 4 de GT-24b resout son cache en chemin relatif : depuis un cwd sans cache, l'exec declenchait un fetch GitHub raw (fragile reseau, regression mesuree ce cycle depuis la racine du worktree). L'exec se fait desormais dans le dossier portant le cache (ICT-Series, emplacement du pilote ICT-35), avec restauration du cwd appelant. Test de regression cwd-independant (6/6 verts). Co-Authored-By: Claude Sonnet 5 --- .../IIT/ICT-Series/ict/humor_pairs.py | 38 +++++++++++++++++-- .../ICT-Series/ict/tests/test_humor_pairs.py | 14 +++++++ 2 files changed, 48 insertions(+), 4 deletions(-) diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py index 466174aeda..7d678a5934 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py @@ -9,9 +9,11 @@ from __future__ import annotations import json +import os from collections import Counter +from contextlib import contextmanager from pathlib import Path -from typing import Any +from typing import Any, Iterator # Taxonomie de labels du banc consolide (GT-24b, verifiee sur le pilote ICT-35). LABELS: tuple[str, ...] = ( @@ -39,18 +41,46 @@ def gt24b_path() -> Path: ) +def _corpus_cwd() -> Path: + """Repertoire d'execution reproduisant le cwd du pilote ICT-35. + + La cellule 4 de GT-24b resout son cache Argumentum en chemin RELATIF + (``Path("argumentum_scenarii.csv")``) : selon le cwd, elle fait un hit + cache ou declenche un fetch GitHub raw. Le cache du pilote vit dans le + dossier ICT-Series ; a defaut on retombe sur le dossier du notebook + (comportement natif du banc, fetch documente dans sa cellule 4). + """ + for d in (Path(__file__).resolve().parent, gt24b_path().parent): + if (d / "argumentum_scenarii.csv").exists(): + return d + return gt24b_path().parent + + +@contextmanager +def _cwd(path: Path) -> Iterator[None]: + prev = Path.cwd() + os.chdir(path) + try: + yield + finally: + os.chdir(prev) + + def load_corpus_dur(path: Path | None = None) -> list[dict[str, Any]]: """Charge ``CORPUS_DUR`` en executant les cellules de GT-24b. Reproduction deterministe (``random.seed(42)`` est pose par GT-24b lui-meme dans la cellule 10) ; le notebook source n'est jamais modifie. + L'exec se fait dans le cwd portant le cache Argumentum (cf :func:`_corpus_cwd`) + pour ne pas dependre du repertoire appelant. """ nb_path = path or gt24b_path() nb = json.loads(nb_path.read_text(encoding="utf-8")) ns: dict[str, Any] = {} - for i, cell in enumerate(nb["cells"]): - if cell["cell_type"] == "code" and i <= _CORPUS_CELL_END: - exec("".join(cell["source"]), ns) # noqa: S102 - reproduction, motif du pilote ICT-35 cell[3] + with _cwd(_corpus_cwd()): + for i, cell in enumerate(nb["cells"]): + if cell["cell_type"] == "code" and i <= _CORPUS_CELL_END: + exec("".join(cell["source"]), ns) # noqa: S102 - reproduction, motif du pilote ICT-35 cell[3] corpus = ns["CORPUS_DUR"] validate_corpus(corpus) return corpus diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py index 420e2b38c6..eeb751dc12 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py @@ -3,6 +3,7 @@ from __future__ import annotations import os +from pathlib import Path import pytest @@ -49,6 +50,19 @@ def test_label_distribution_sums_to_corpus(corpus: list[dict]) -> None: assert set(dist) <= set(LABELS) +@_NEEDS_KEY +def test_load_corpus_dur_cwd_independent(tmp_path: Path) -> None: + # Regression : la cellule 4 de GT-24b resout son cache Argumentum en chemin + # relatif — depuis un cwd sans cache, elle declenchait un fetch reseau. + prev = Path.cwd() + os.chdir(tmp_path) + try: + corpus = load_corpus_dur() + finally: + os.chdir(prev) + assert len(corpus) >= 100 + + def test_validate_corpus_rejects_bad_label() -> None: bad = [{"id": "x", "texte": "t", "features": {}, "label": "drole", "justification": "", "source": "s"}] with pytest.raises(AssertionError, match="hors taxonomie"): From f9723369747cbaab507795fdbcfea83df6ff5387 Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 17:33:09 +0200 Subject: [PATCH 3/7] Add: couche paires minimales humour/unfun (#14035 tranche 1) - 28 editeurs main + builder prompts-json Table d'edits main par blague (setup verbatim | punchline verbatim | punchline neutre | controle de distance d'edition), re-verifiee au chargement contre le texte commite (span unique, suffixe exact, setup prefixe commun). build_pairs produit humour/unfun/ctrl_edit ; build_prompts_json serialise au contrat extract_sae_traces.py --prompts-json ({set_name: [textes]}). p01 (punchline absente du texte commite) et p17 (saut de ligne inline) exclues ; 28 paires, complement >=30 via instances Argumentum au cycle suivant. 8/8 tests verts. Co-Authored-By: Claude Sonnet 5 --- .../IIT/ICT-Series/ict/humor_pairs.py | 98 +++++++++++++++++++ .../ICT-Series/ict/tests/test_humor_pairs.py | 27 +++++ 2 files changed, 125 insertions(+) diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py index 7d678a5934..0257b52697 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py @@ -104,3 +104,101 @@ def validate_corpus(corpus: list[dict[str, Any]], *, min_size: int = 100) -> Non def label_distribution(corpus: list[dict[str, Any]]) -> Counter: """Effectifs par label, pour le controle de stratification des tranches.""" return Counter(inst["label"] for inst in corpus) + + +# --------------------------------------------------------------------------- # +# Paires minimales humour -> unfun (#14035 tranche 1, phase observationnelle) +# --------------------------------------------------------------------------- # + +# Edits main : (setup verbatim, punchline verbatim, punchline_neutre, controle). +# - setup + punchline = le texte COMMITTE de l'instance (source de verite GT-24b), +# re-verifie au chargement (span unique, suffixe exact). +# - punchline_neutre : continuation coherente attendue — tue l'incongruite, +# conserve le lexique du registre, taille comparable. +# - controle : AUTRE continuation coherente non-humorale de taille comparable — +# controle de distance d'edition (l'effet est-il specifique a la perte +# d'incongruite, ou a toute edition de cette taille ?). +# joke-p01 (texte corpus tronque : punchline absente) et joke-p17 (saut de ligne +# inline malformé) sont EXCLUS — 28 paires, complement >=30 via les instances +# Argumentum au cycle suivant. +_PAIR_EDITS: dict[str, tuple[str, str, str, str]] = { + "joke-p02": ("Pourquoi les développeurs confondent Halloween et Noël ? ", "Parce que Oct 31 == Dec 25.", "Parce que les deux tombent en fin d'année.", "Parce que les deux sont des jours fériés."), + "joke-p03": ("Il y a 10 types de personnes au monde : ", "ceux qui comprennent le binaire et ceux qui ne le comprennent pas.", "ceux qui parlent anglais et ceux qui parlent une autre langue.", "ceux qui habitent en ville et ceux qui habitent à la campagne."), + "joke-p04": ("Un SQL entre dans un bar, voit deux tables et leur dit : ", "'SELECT * FROM...'", "'Bonjour, je voudrais réserver.'", "'Excusez-moi, il y a de la place ?'"), + "joke-p05": ("Combien d'ingénieurs faut-il pour changer une ampoule ? ", "Aucun, c'est un problème hardware.", "Un seul, avec un escabeau.", "Deux, pour tenir l'escabeau."), + "joke-p06": ("Je suis tombé amoureuse d'une fonction quadratique. ", "Mais elle avait deux racines.", "Mais elle était déjà définie.", "Mais elle vivait dans un autre espace."), + "joke-p07": ("Un null et un undefined entrent dans un bar. ", "Le barman dit 'On accepte pas les non-définis ici'.", "Le barman leur sert deux bières.", "Le barman leur demande leur carte."), + "joke-p08": ("Je voulais te raconter une blague sur UDP... ", "mais je sais si elle arrive.", "mais je ne suis pas sûr qu'elle est drôle.", "mais elle est un peu longue."), + "joke-p09": ("Le père Noël a-t-il déjà eu un problème de pile ? ", "Non, il a toujours des piles neuves.", "Non, il change ses piles chaque année.", "Non, il utilise des piles rechargeables."), + "joke-p10": ("Pourquoi le café est-il si bon au travail ? ", "Parce qu'il est fraîchement moulu par l'échéance.", "Parce que la machine est réglée le matin.", "Parce que tout le monde le boit noir."), + "joke-p11": ("J'ai essayé d'écrire une blague sur les coroutines, mais ", "je n'arrive pas à la yield.", "je n'arrive pas à la terminer.", "je n'arrive pas à la faire tenir."), + "joke-p12": ("Docker, Kubernetes, Prometheus, Grafana. On m'a dit que c'était simple, alors ", "je stack.", "j'installe tout.", "je retire tout."), + "joke-p13": ("Mon compilateur et moi on a une relation stable : ", "il compile, je pleure.", "il compile, je relis.", "il plante, je redémarre."), + "joke-p14": ("J'ai un ami palindrome. ", "On ne peut pas se différencier.", "Son prénom se lit pareil dans les deux sens.", "Son prénom est très difficile à prononcer."), + "joke-p15": ("Les regex sont comme des licornes : ", "tout le monde en parle, personne les a vues.", "elles sont très difficiles à écrire.", "elles servent à chercher du texte."), + "joke-p16": ("Un physicien, un biologiste et un chimiste voient 2 bâtiments. ", "L'un entre, l'autre sort. 'Tiens, ils ont échangé.'", "Ils regardent les deux bâtiments.", "Ils entrent dans le même bâtiment."), + "joke-p18": ("Si Dieu existe, il est Objective-C : ", "tout est message.", "tout est objet.", "rien n'est simple."), + "joke-p19": ("Le temps est une illusion. ", "Le décalage horaire, doublement.", "Le décalage horaire, aussi.", "Le décalage horaire, surtout."), + "joke-p20": ("Un photon entre dans un bar et commande une bière. ", "Le barman dit 'Pour vous, c'est gratuit, on vous voit pas partir'.", "Le barman lui sert la bière aussitôt.", "Le barman lui demande de payer d'avance."), + "joke-p21": ("J'ai une blague sur les matrices, mais ", "c'est hors de portée du public.", "elle est trop longue à raconter.", "elle n'est pas encore au point."), + "joke-p22": ("Un chat roux dans une salle de serveurs est dangereux : ", "il pourrait activer l'incident majeur.", "il pourrait débrancher un câble.", "il pourrait se cacher derrière une baie."), + "joke-p23": ("Pourquoi les plongeurs plongent-ils toujours en arrière et jamais en avant ? ", "Parce que sinon ils tomberaient dans le bateau.", "Parce que le bateau est derrière eux.", "Parce que leurs bouteilles sont dans le dos."), + "joke-p24": ("Le HTML n'est pas un langage de programmation. ", "Et le plus dur, c'est de le dire à mon patron.", "Et tout le monde est d'accord là-dessus.", "Et le débat recommence chaque année."), + "joke-p25": ("Si vous pensez que personne ne s'intéresse à votre vie, ", "regardez vos logs Git.", "regardez vos statistiques de navigation.", "regardez le nombre de vos abonnés."), + "joke-p26": ("Comment debug-on un avion ? ", "On retire les composants un par un jusqu'à ce qu'il ne plante plus.", "On relit le manuel de maintenance.", "On appelle un mécanicien qualifié."), + "joke-p27": ("Mieux vaut avoir un git pull que ", "deux tu l'auras.", "rien du tout.", "un git push raté."), + "joke-p28": ("Mon chat a appris Python. ", "Maintenant il chasse les exceptions au lieu des souris.", "Maintenant il connaît trois commandes.", "Maintenant il ignore les souris."), + "joke-p29": ("Les submodules Git, c'est comme les voisins : ", "mieux vaut ne pas les déranger.", "on les voit rarement.", "ils prennent de la place."), + "joke-p30": ("Il était une fois un UTF-8 qui ne savait pas où était la fin. ", "Il était perdu dans un BOM.", "Il attendait son dernier octet.", "Il cherchait son marqueur de fin."), +} + + +def build_pairs(corpus: list[dict[str, Any]]) -> list[dict[str, str]]: + """Construit les paires minimales humour/unfun/controle depuis la table d'edits. + + Chaque paire porte : le texte original (humour), sa version punchline + neutralisee (unfun), et le controle de distance d'edition. La zone d'edition + (punchline) est disjoncte du prefixe commun (setup) par construction. + """ + by_id = {inst["id"]: inst["texte"] for inst in corpus} + pairs = [] + for jid, (setup, punch, unfun, ctrl) in _PAIR_EDITS.items(): + texte = by_id[jid] + assert texte.count(punch) == 1, f"{jid}: punchline absente ou non unique" + assert texte.endswith(punch) and texte.startswith(setup), ( + f"{jid}: le texte commite ne se coupe pas setup|punchline comme declare" + ) + pairs.append({ + "id": jid, + "setup": setup, + "humour": texte, + "unfun": setup + unfun, + "ctrl_edit": setup + ctrl, + }) + return pairs + + +def validate_pairs(pairs: list[dict[str, str]], *, min_pairs: int = 30) -> None: + """Contrat des paires : nombre, unicite, prefixe commun exact.""" + assert len(pairs) >= min_pairs, f"{len(pairs)} paires < {min_pairs} requises" + ids = [p["id"] for p in pairs] + assert len(set(ids)) == len(ids), "ids de paires dupliques" + for p in pairs: + for variant in ("unfun", "ctrl_edit"): + assert p[variant].startswith(p["setup"]), ( + f"{p['id']}/{variant}: le setup n'est pas prefixe commun exact" + ) + assert p["unfun"] != p["humour"] and p["ctrl_edit"] != p["humour"] + + +def build_prompts_json(pairs: list[dict[str, str]]) -> dict[str, list[str]]: + """Serialise les paires au contrat ``extract_sae_traces.py --prompts-json``. + + Contrat (validateur du script, ligne 663) : dict non vide + ``{set_name: [textes non vides]}`` — un texte par paire, ordre stable. + """ + return { + "humour": [p["humour"] for p in pairs], + "unfun": [p["unfun"] for p in pairs], + "ctrl_edit": [p["ctrl_edit"] for p in pairs], + } diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py index eeb751dc12..6f2ec7785d 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py @@ -9,10 +9,13 @@ from ict.humor_pairs import ( LABELS, + build_pairs, + build_prompts_json, gt24b_path, label_distribution, load_corpus_dur, validate_corpus, + validate_pairs, ) # Les cellules endpoint de GT-24b exigent la cle OpenRouter (presente dans @@ -73,3 +76,27 @@ def test_validate_corpus_rejects_duplicate_ids() -> None: inst = {"id": "x", "texte": "t", "features": {}, "label": "rien", "justification": "", "source": "s"} with pytest.raises(AssertionError, match="dupliques"): validate_corpus([inst, dict(inst)], min_size=1) + + +@_NEEDS_KEY +def test_build_pairs_contract(corpus: list[dict]) -> None: + # Etat intermediaire : 28 paires (p01/p17 exclues, textes committes + # malformes) — le complement a >=30 vient des instances Argumentum. + pairs = build_pairs(corpus) + assert len(pairs) == 28 + validate_pairs(pairs, min_pairs=28) + + +@_NEEDS_KEY +def test_build_prompts_json_contract(corpus: list[dict]) -> None: + payload = build_prompts_json(build_pairs(corpus)) + assert set(payload) == {"humour", "unfun", "ctrl_edit"} + n = len(payload["humour"]) + assert n >= 28 and all(len(payload[s]) == n for s in payload) + assert all(isinstance(t, str) and t for s in payload.values() for t in s) + # Le setup est prefixe commun exact : les variants ne different que du + # cote de la punchline (zone d'edition disjoncte). + assert all( + p["unfun"].startswith(p["setup"]) and p["ctrl_edit"].startswith(p["setup"]) + for p in build_pairs(corpus) + ) From b6df4219bfa9b710702231c9e5a35bc0362ecfa2 Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 18:01:06 +0200 Subject: [PATCH 4/7] Add: top-up 30 paires minimales (#14035 tranche 1) - one-liners edge-04/05 Les instances Argumentum sont tronquees a ~150 caracteres par le banc GT-24b (punchline jamais commitee) : inutilisables pour le pairing. Les one-liners edge-04 (Chapman) et edge-05 (Cooper) completenent - label recadrage_sans_riere documentee dans la table, l'incongruite portee par le texte etant le critere. Plancher protocolaire >=30 atteint (8/8 tests verts). Co-Authored-By: Claude Sonnet 5 --- MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py | 7 +++++++ .../IIT/ICT-Series/ict/tests/test_humor_pairs.py | 10 +++++----- 2 files changed, 12 insertions(+), 5 deletions(-) diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py index 0257b52697..f3f66b79b7 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py @@ -150,6 +150,13 @@ def label_distribution(corpus: list[dict[str, Any]]) -> Counter: "joke-p28": ("Mon chat a appris Python. ", "Maintenant il chasse les exceptions au lieu des souris.", "Maintenant il connaît trois commandes.", "Maintenant il ignore les souris."), "joke-p29": ("Les submodules Git, c'est comme les voisins : ", "mieux vaut ne pas les déranger.", "on les voit rarement.", "ils prennent de la place."), "joke-p30": ("Il était une fois un UTF-8 qui ne savait pas où était la fin. ", "Il était perdu dans un BOM.", "Il attendait son dernier octet.", "Il cherchait son marqueur de fin."), + # Top-up a >=30 : les instances Argumentum sont TRONQUEES a ~150 c. par le + # banc GT-24b (punchline jamais committée) — inutilisables. Les one-liners + # edge-04/05 (label recadrage_sans_rire : incongruite vive, annotateur n'a + # pas ri) completent — heterogeneite de label documentée, l'incongruite + # portee par le texte est le critere du pairing. + "edge-04": ("'I told my wife she was drawing her eyebrows too high. ", "She seemed surprised.' (Graham Chapman)", "She looked in the mirror.' (Graham Chapman)", "She asked him why.' (Graham Chapman)"), + "edge-05": ("'I'm on a whiskey diet. ", "I've lost three days already.' (Tommy Cooper)", "It has been three weeks already.' (Tommy Cooper)", "I have not started yet.' (Tommy Cooper)"), } diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py index 6f2ec7785d..ee2edcaa48 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py @@ -80,11 +80,11 @@ def test_validate_corpus_rejects_duplicate_ids() -> None: @_NEEDS_KEY def test_build_pairs_contract(corpus: list[dict]) -> None: - # Etat intermediaire : 28 paires (p01/p17 exclues, textes committes - # malformes) — le complement a >=30 vient des instances Argumentum. + # 28 blagues (p01/p17 exclues, textes committes malformes) + 2 one-liners + # edge-case = 30 paires, plancher protocolaire #14035 atteint. pairs = build_pairs(corpus) - assert len(pairs) == 28 - validate_pairs(pairs, min_pairs=28) + assert len(pairs) == 30 + validate_pairs(pairs) # min_pairs=30 par defaut @_NEEDS_KEY @@ -92,7 +92,7 @@ def test_build_prompts_json_contract(corpus: list[dict]) -> None: payload = build_prompts_json(build_pairs(corpus)) assert set(payload) == {"humour", "unfun", "ctrl_edit"} n = len(payload["humour"]) - assert n >= 28 and all(len(payload[s]) == n for s in payload) + assert n == 30 and all(len(payload[s]) == n for s in payload) assert all(isinstance(t, str) and t for s in payload.values() for t in s) # Le setup est prefixe commun exact : les variants ne different que du # cote de la punchline (zone d'edition disjoncte). From 09fae2df0f67a9f0a4a4a2c3d37ef1593ff6efe0 Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 18:05:39 +0200 Subject: [PATCH 5/7] Add: captures SAE humor35b trained+control (#14035 tranche 1) - 30 paires x 3 jeux, 1868 tokens Extraction via scripts/extract_sae_traces.py --stage full : Qwen3.5-2B-Base x Qwen-Scope W32K-L0_50, couche 12/24 (layer-frac 0.5, transposable), k=50 auto-detecte, seed 42. Variantes trained (443 Ko) + control (permutation embeddings, 438 Ko), VRAM pic 4.5 GiB sur RTX 3070. L0 moyen=50.00 exact sur les deux runs (garde assert_l0_release_consistent passee). Verdict pre-registre AVANT mesure : c.5743321902. Co-Authored-By: Claude Sonnet 5 --- ...r35b_qwen35-2b-base_layer12of24_control.npz | Bin 0 -> 438640 bytes ...r35b_qwen35-2b-base_layer12of24_trained.npz | Bin 0 -> 443306 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/humor35b_qwen35-2b-base_layer12of24_control.npz create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/traces/humor35b_qwen35-2b-base_layer12of24_trained.npz diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/traces/humor35b_qwen35-2b-base_layer12of24_control.npz b/MyIA.AI.Notebooks/IIT/ICT-Series/traces/humor35b_qwen35-2b-base_layer12of24_control.npz new file mode 100644 index 0000000000000000000000000000000000000000..66ab764ad403875223db20188a6e543b4a126323 GIT binary patch literal 438640 zcmZs?Wl$V@*RLHQK!D%@f(M7-E`h-U1c%@{1i}pNt^q=@00Dw~aCdjN!JXhT6I=!u zV34!lv+w=XzMu21s;+-kS9NvO@5{RSTB|jb(VlZYd-m+bUl-l8w=!3rPyZ>hXRn@F zx!XIsy8wYaK%kqWlP%Etvn!W_lQ+sUf@f01e?9S6Ib;8QX6jjMB*Mu3Uxl;Q%JT$k zpi)Rl$z2bizcP5$^Xq+5^)P)7Yg8nwgCIqebJ;QDj(&ogMKrGm#_zd5_0u3j!Q2vg z`*a&sg&INfQMVeK6}AT0?&`bxz%fXsZwmss4zrttcW&g$DdR*cDJ=Q?ex<3mq4}F8 zj+7#9`X>P)F~xLsp})QF_(7@QvHR71K)`rujE~>OwEnDN>=Of+vHvTxT5KfN8r5Ck zW3)GW|BCJBqci$F(khL*F@~DXca@WZZ3ZAx4XXuGD`+J5w%|3BW&EGLYT7ubhqa) zat#9T#oic7_x~z*7e5|QvvTynT1SiW#AJ4z`BF_E@!J&CVcYF0W`i;|1WH=B69Ro( zCM&*b?mcn^`bGGl5krK6LKNzkDVse2m)KZCWrXfzX{vZ3G{v{JPIzYm?;?GBgCw1k zmIXMbg+`7jr>v-WB$ar4iC2Uw1(0+2`WoEtW{&hjMYK8id_fH&)Ik$0-6d6uUVuM5 zZQqhNUX

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s_QTU&nIrZ$-%jfDk+6J$Xt^_b;H{V}83J>Wq z1o+n(Wn3L02g->hW~N~m_(Ry+h2T4L1xTAGF9=GDFW!hM1sHT-uT6usfNfU(r68#b zTu+fU!e&chZ%%`?)GQEkptNw?Qm)SeTClfoz*>!t@E|BHnRY|TLf~nK4(LW;EmUU^ z1xbNW#Tb$cTb*l%)57va$br&&Ty()t>LfB^EV6Df+@E|Cy8y4~bHAe{$tmXa-L_tzJ zpq>^xp9+*yu;q8KRzwX#4wP0aWoubJpk)oG71Rt5g3{s|y>sjM+XS#ycngSvq=@L+ z$6S4K^w0{{67EIFfzr~r&QDbXX#E1RJ2+ZXL+~IdEoWcTf2L&$;BQrL<6vH@tpRv5rq`>XIEC@mYCyO}`<`xf6ih=Qc7c#~*K zCWx?aQ63`XKxrwm+aLA=T2ydaX~4tFKjYSa7X+n6^Xbe;B`_SrXTlD25Cutn@t)%c zQy{`jIEjal1Em$6m*u(+Xu)T~N>X?bl$KFb_3h)A_`r?lEIEksXYl}{6{6%2%&`Mr zu!k1lJ?=k0XOuH^h(Sy4y6V#gMHTkHtPnaT>g#Of0qPhW+IDC zP7d5=*s~(oZ0->lgQVUVrp7ehJ9=IOo5?F920@v9c~Xd03Yfu8od%o5Xdoa#nf;C{ z>l{5wA7HaoO)v&Y$$|IKyZ|`W<>2c0$xb{x8EOwpv)XLDP@NMGuZP#*sM7Y z0SU@XTWDBE8R#Cc)eW%OZaf%+r2KHU^0d)ADi*nnezbWw0p$uvu>{2!m|pBZYxo6C1FC%?W_b9su*H|HSMM2+Az@x4#Y+ zFoO&GKH`Mg5CRgE*((*x89{`tadQ}qK~jT=TO45XB5aLrGl)S@W|jQjrb|F;G=($6 zT}D8HG8@8_&kF=@HSFO995eA1Fa}8tlI`}q#2;a6qz4A@e`9tGf->{(ef1djr8R7m zUvSLO&!EARpv-(u5zbE{9M2w{1!IuZAdw z4O(s>gTPnB7Z|}9BsECvSA_srWd&P70h@ieg%|{7cGfsJxe73YuZVlO5s;wFK7ENu z*Z~qXeAb`i0b`C!2Z$$6*cr#L^NQiKKD#Jl5R@70TtC=&2AhQg$ISB)0uq!N?2tRy ziFNR~vFtGzb6h$=n8D63ft^JHKT@-*A_hU3!FEZX0?goZBY_SA5|kNi=Wy6I;PBOz zDDXDOzsVX&4FcP{6Sfa0>u{P{Vf)LWu~b|;e&2ZjOQhl7HHg8lH+DK{I~fBqllbJq+2 literal 0 HcmV?d00001 From a3da58ca9f0bc0a52a977c5410fd7512538e204e Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 18:35:58 +0200 Subject: [PATCH 6/7] Add: couche mesure differential pre-registree (#14035 tranche 1) measure_humor_differential : delta_pair vs null croise (brassage des unfun entre paires, ecart c.5743498870), delta_ctrl distance d'edition, z features par flip de signe intra-paire. Verdict pre-registre c.5743321902 ; l'ecart c.5743512349 (criterion delta_pair>p99 mal dirige pour un shift systematique) est fige en test de regression : fixture synthetique injectant +2.0 sur features (3,5,7) des zones humour -> la jambe feature-z detecte (>=3 features |z|>3, top-3 exact), le verdict reste INCONCLUSIVE car la composante constante est invisible au null croise. 11/11 tests verts. Co-Authored-By: Claude Sonnet 5 --- .../IIT/ICT-Series/ict/humor_pairs.py | 106 ++++++++++++++++++ .../ICT-Series/ict/tests/test_humor_pairs.py | 96 +++++++++++++++- 2 files changed, 201 insertions(+), 1 deletion(-) diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py index f3f66b79b7..eb08426cd7 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/humor_pairs.py @@ -11,6 +11,8 @@ import json import os from collections import Counter + +import numpy as np from contextlib import contextmanager from pathlib import Path from typing import Any, Iterator @@ -209,3 +211,107 @@ def build_prompts_json(pairs: list[dict[str, str]]) -> dict[str, list[str]]: "unfun": [p["unfun"] for p in pairs], "ctrl_edit": [p["ctrl_edit"] for p in pairs], } + + +# --------------------------------------------------------------------------- # +# Mesure differentielle sur traces SAE (verdict pre-registre c.5743321902, +# ecart null corrigé c.5743498870 — numpy uniquement, discipline ict/) +# --------------------------------------------------------------------------- # + +def _common_prefix_len(toks_a, toks_b) -> int: + """Longueur du prefixe token commun exact (limite de zone d'edition).""" + n = 0 + for a, b in zip(toks_a, toks_b): + if a != b: + break + n += 1 + return n + + +def _zone_vec(entry: dict, start: int, d_sae: int) -> np.ndarray: + """Vecteur moyen dense (d_sae,) des activations des tokens de zone.""" + ids = entry["ids"][start:] + vals = entry["vals"][start:] + assert ids.shape[0] > 0, "zone d'edition vide (prefixe commun = texte entier)" + v = np.zeros(d_sae, dtype=np.float64) + np.add.at(v, ids.ravel(), vals.ravel()) + return v / ids.shape[0] + + +def measure_humor_differential( + traces_path: str | Path, + pairs: list[dict[str, str]], + *, + n_draws: int = 2048, + seed: int = 42, +) -> dict[str, Any]: + """Mesure pre-registree : delta_pair vs null croise + delta_ctrl + z features. + + Verdict (critères figés c.5743321902, null corrigé c.5743498870) : + FEATURE_CANDIDATE ssi delta_pair > p99(null croise) ET delta_pair > + 1.5*delta_ctrl ET >= 3 features |z| > 3 du meme cote ; SURFACE_SEULE si + delta_pair dépasse le null mais <= 1.5*delta_ctrl ; INCONCLUSIVE sinon. + """ + from .sae_traces import load_traces + + tr = load_traces(traces_path) + d_sae = int(tr["meta"]["d_sae"]) + n = len(pairs) + zones = {"humour": [], "unfun": [], "ctrl_edit": []} + for i in range(n): + eh = tr["prompts"][("humour", i)] + eu = tr["prompts"][("unfun", i)] + ec = tr["prompts"][("ctrl_edit", i)] + k_hu = _common_prefix_len(eh["tokens"], eu["tokens"]) + k_hc = _common_prefix_len(eh["tokens"], ec["tokens"]) + zones["humour"].append(_zone_vec(eh, k_hu, d_sae)) + zones["unfun"].append(_zone_vec(eu, k_hu, d_sae)) + zones["ctrl_edit"].append(_zone_vec(ec, k_hc, d_sae)) + H = np.stack(zones["humour"]) # [n, d_sae] + U = np.stack(zones["unfun"]) + C = np.stack(zones["ctrl_edit"]) + + delta_pair = float(np.mean(np.abs(H - U).sum(axis=1))) + delta_ctrl = float(np.mean(np.abs(H - C).sum(axis=1))) + + rng = np.random.default_rng(seed) + # Null croise (c.5743498870) : sigma brasse les unfun ENTRE paires. + null_deltas = np.empty(n_draws) + for d in range(n_draws): + sigma = rng.permutation(n) + null_deltas[d] = np.mean(np.abs(H - U[sigma]).sum(axis=1)) + p99 = float(np.quantile(null_deltas, 0.99)) + + # z features : flip de signe intra-paire (null valide au niveau feature). + diffs = H - U # [n, d_sae] + observed = diffs.mean(axis=0) + null_means = np.empty((n_draws, d_sae)) + for d in range(n_draws): + s = rng.choice(np.array([-1.0, 1.0]), size=(n, 1)) + null_means[d] = (diffs * s).mean(axis=0) + z = observed / (null_means.std(axis=0) + 1e-12) + over = np.where(np.abs(z) > 3)[0] + pos = sum(1 for f in over if z[f] > 0) + neg = len(over) - pos + same_side = max(pos, neg) >= 3 + + if delta_pair > p99 and delta_pair > 1.5 * delta_ctrl and same_side: + verdict = "FEATURE_CANDIDATE" + elif delta_pair > p99: + verdict = "SURFACE_SEULE" + else: + verdict = "INCONCLUSIVE" + return { + "delta_pair": delta_pair, + "delta_ctrl": delta_ctrl, + "null_p99": p99, + "ratio_vs_ctrl": delta_pair / max(delta_ctrl, 1e-12), + "n_features_over3": int(len(over)), + "n_over3_positive": int(pos), + "n_over3_negative": int(neg), + "top_features": sorted( + ((int(f), float(z[f])) for f in np.argsort(np.abs(z))[::-1][:10]), + key=lambda x: -abs(x[1]), + ), + "verdict": verdict, + } diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py index ee2edcaa48..f7983af9cd 100644 --- a/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ict/tests/test_humor_pairs.py @@ -1,19 +1,23 @@ # -*- coding: utf-8 -*- -"""Tests de la couche corpus humor_pairs (#14035, tranche 1).""" +"""Tests des couches corpus + mesure de humor_pairs (#14035, tranche 1).""" from __future__ import annotations +import json import os from pathlib import Path +import numpy as np import pytest from ict.humor_pairs import ( LABELS, + _common_prefix_len, build_pairs, build_prompts_json, gt24b_path, label_distribution, load_corpus_dur, + measure_humor_differential, validate_corpus, validate_pairs, ) @@ -100,3 +104,93 @@ def test_build_prompts_json_contract(corpus: list[dict]) -> None: p["unfun"].startswith(p["setup"]) and p["ctrl_edit"].startswith(p["setup"]) for p in build_pairs(corpus) ) + + +# --------------------------------------------------------------------------- # +# Couche mesure : fixture synthetique au format de trace exact (schema +# ``{set}__{i}__{topk_ids|topk_vals|tokens}`` + ``__meta__`` legacy lens='sae'). +# --------------------------------------------------------------------------- # + +_D_SAE = 64 +_K = 8 +_N_PAIRS_SYN = 12 +_SHIFT_FEATS = (3, 5, 7) + + +def _write_synthetic_traces(path: Path, *, shift: bool, seed: int = 42) -> None: + """Trace synthetique : prefixe commun de 3 tokens, zone de 3 tokens. + + Tous les tokens portent les memes k=8 features de base [0..7] avec des + valeurs aleatoires par prompt. Si ``shift``, chaque token de zone humour + porte en plus +2.0 sur les features (3, 5, 7) — shift systematique a + direction constante, le signal exact que la jambe feature-z doit voir. + """ + rng = np.random.default_rng(seed) + meta = { + "lens": "sae", "d_sae": _D_SAE, "k": _K, "layer": 12, + "stage": "smoke", "variant": "synthetic", "model": "synthetic", + "sae_repo": "synthetic", "seed": seed, + } + arrays: dict[str, np.ndarray] = {"__meta__": np.array(json.dumps(meta))} + for s, zone_suffix in (("humour", "H"), ("unfun", "U"), ("ctrl_edit", "C")): + for i in range(_N_PAIRS_SYN): + base = rng.uniform(0.5, 1.5, size=(6, _K)).astype(np.float32) + if shift and s == "humour": + base[4:, [3, 5, 7]] += np.float32(2.0) + arrays[f"{s}__{i}__topk_ids"] = np.tile( + np.arange(_K, dtype=np.int32), (6, 1) + ) + arrays[f"{s}__{i}__topk_vals"] = base + arrays[f"{s}__{i}__tokens"] = np.array( + ["", "pre", "fix", "P", f"{zone_suffix}{i}", "."] + ) + np.savez(path, **arrays) + + +def _syn_pairs() -> list[dict[str, str]]: + # Seule la longueur compte pour la mesure (elle indexe les traces par i). + return [ + {"id": f"syn-{i:02d}", "setup": "s", "humour": "h", + "unfun": "u", "ctrl_edit": "c"} + for i in range(_N_PAIRS_SYN) + ] + + +def test_common_prefix_len() -> None: + a = ["x", "y", "z", "w"] + assert _common_prefix_len(a, ["x", "y", "q", "w"]) == 2 + assert _common_prefix_len(a, a) == 4 + assert _common_prefix_len(a, ["x"]) == 1 + + +def test_measure_detects_systematic_shift_via_feature_z(tmp_path: Path) -> None: + # Ecart #14035 c.5743512349 fige en regression : un shift systematique a + # direction constante est INVISIBLE au null croise (le brassage des unfun + # entre paires ne touche pas la composante constante) — delta_pair ne peut + # pas depasser p99 — mais la jambe feature-z (flip de signe intra-paire) + # DOIT le detecter : >= 3 features |z| > 3, toutes du meme cote. + tr = tmp_path / "syn_shift.npz" + _write_synthetic_traces(tr, shift=True) + res = measure_humor_differential( + tr, _syn_pairs(), n_draws=256, seed=42 + ) + assert res["n_features_over3"] >= 3 + assert res["n_over3_positive"] >= 3 + assert res["n_over3_negative"] == 0 + # Les features injectees dominent le top : (3, 5, 7) en tete. + top_ids = {f for f, _ in res["top_features"][:3]} + assert top_ids == set(_SHIFT_FEATS) + # La jambe delta_pair ne peut PAS franchir le null croise dans ce regime. + assert res["delta_pair"] <= res["null_p99"] + assert res["verdict"] == "INCONCLUSIVE" + + +def test_measure_inconclusive_on_pure_noise(tmp_path: Path) -> None: + tr = tmp_path / "syn_noise.npz" + _write_synthetic_traces(tr, shift=False) + res = measure_humor_differential( + tr, _syn_pairs(), n_draws=256, seed=42 + ) + assert res["n_features_over3"] < 3 + assert res["verdict"] == "INCONCLUSIVE" + assert res["ratio_vs_ctrl"] < 1.5 From b12d780d8c98d91e9a3a30782332b761d805147c Mon Sep 17 00:00:00 2001 From: jsboige Date: Sat, 19 Sep 2026 18:43:12 +0200 Subject: [PATCH 7/7] Add: notebook ICT-35b-HumorCausalPairs-SAE (#14035 tranche 1) 17 cellules, outputs reels (papermill, 0 erreur, exec 1-13) : reproduction CORPUS_DUR 120 instances, 30 paires minimales (exclusions p01/p17 et heterogeneite edge-04/05 documentees), provenance des captures GPU (Qwen3.5-2B-Base x SAE-W32K, layer 12/24, L0=50.00 mesure), mesures pre-registrees trained+control, verdict INCONCLUSIVE jambe par jambe (delta_pair 27.83 < p99 35.81, ratio 0.97, 0 feature |z|>3 ; top-5 trained/control disjoints, amplitude sous le bruit permute). 3 exercices stubs C.1 (delta par paire, zone dernier token, stabilite top features). Co-Authored-By: Claude Sonnet 5 --- .../ICT-35b-HumorCausalPairs-SAE.ipynb | 838 ++++++++++++++++++ 1 file changed, 838 insertions(+) create mode 100644 MyIA.AI.Notebooks/IIT/ICT-Series/ICT-35b-HumorCausalPairs-SAE.ipynb diff --git a/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-35b-HumorCausalPairs-SAE.ipynb b/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-35b-HumorCausalPairs-SAE.ipynb new file mode 100644 index 0000000000..13a415fbbc --- /dev/null +++ b/MyIA.AI.Notebooks/IIT/ICT-Series/ICT-35b-HumorCausalPairs-SAE.ipynb @@ -0,0 +1,838 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "9f5dffbc", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:06.170719Z", + "iopub.status.busy": "2026-09-19T16:42:06.170435Z", + "iopub.status.idle": "2026-09-19T16:42:06.176517Z", + "shell.execute_reply": "2026-09-19T16:42:06.175545Z" + }, + "papermill": { + "duration": 0.010142, + "end_time": "2026-09-19T16:42:06.177385+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:06.167243+00:00", + "status": "completed" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "nb_name = \"ICT-35b-HumorCausalPairs-SAE\"" + ] + }, + { + "cell_type": "markdown", + "id": "91c071ef", + "metadata": { + "papermill": { + "duration": 0.001933, + "end_time": "2026-09-19T16:42:06.181873+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:06.179940+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## ICT-35b -- HumorCausalPairs-SAE : paires minimales, substrat SAE (#14035, tranche 1)\n", + "\n", + "Le pilote **ICT-35** a mesure l'humour sur un substrat HLS lexical (sklearn, 6 dimensions) : verdict `INCONCLUSIVE` borne. Ce notebook passe au substrat **SAE** (sparse autoencoder Qwen-Scope) avec un design experimental plus fin : des **paires minimales** ou seule la punchline varie.\n", + "\n", + "Le design pre-regle (issue #14035, commentaire c.5743321902) :\n", + "\n", + "- pour chaque blague, trois textes partagent le **meme setup token a token** : le texte humour commite, sa punchline **neutralisee** (unfun : continuation coherente qui tue l'incongruite en gardant le registre), et un **controle de distance d'edition** (ctrl_edit : autre continuation coherente non-humorale de taille comparable) ;\n", + "- la zone mesuree est la zone d'edition (tokens apres le prefixe commun exact) ;\n", + "- trois jambes statistiques independantes : `delta_pair` (distance L1 humour vs unfun) confrontee a un **null croise** (les unfun brasses entre paires, 2048 tirages, ecart c.5743498870), `delta_ctrl` (controle de distance d'edition), et les **z de features** (flip de signe intra-paire).\n", + "\n", + "L'ecart c.5743512349 est documente avant interpretation : le critere `delta_pair > p99` est **mal dirige** pour une hypothese de shift systematique (une composante constante est invisible au brassage inter-paires). Le verdict repose donc sur l'ensemble des jambes, pas sur ce seul seuil." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "daed5bc4", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:06.186941Z", + "iopub.status.busy": "2026-09-19T16:42:06.186600Z", + "iopub.status.idle": "2026-09-19T16:42:07.859980Z", + "shell.execute_reply": "2026-09-19T16:42:07.859297Z" + }, + "papermill": { + "duration": 1.676894, + "end_time": "2026-09-19T16:42:07.860730+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:06.183836+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[setup] Catégories : ['humour_reussi', 'rire_sans_recadrage', 'recadrage_sans_rire', 'offensif_compris_non_partage', 'rien']\n", + "[setup] LLM endpoint : https://openrouter.ai/api/v1\n", + "[setup] LLM model : anthropic/claude-haiku-4.5\n", + "[fetch] cache hit : argumentum_scenarii.csv\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[fetch] upstream master @aee729764c : docs(claude-md): link coverage is 92% after fallback, not 4-7% raw (#1435) (#143\n", + "[parse] 167 scénarios Argumentum chargés\n", + "[parse] catégories : {'histoire': 17, 'mythologie': 27, 'relation intime': 36, 'vie professionnelle': 30, 'vie personnelle': 25, 'pop culture': 18, 'politique': 14}\n", + "[parse] sous-catégories (21) : {'antiquité': 6, 'moyen-âge et temps modernes': 6, '20e et 21e siècle': 5, 'contes': 10, 'religions': 11, 'littérature': 6, 'drague et séduction': 9, 'vie de couple': 16, 'romance': 11, 'interactions professionnelles': 14, 'relations au travail': 8, 'gestion et administration': 9, 'Bandes dessinées': 5, 'cinéma & télévision': 7, 'science': 6, 'gouvernance': 4, 'manoeuvres et collusion': 6, 'campagne': 4, 'famille et enfance': 8, 'voisins et amis': 11, 'loisirs et espace public': 5}\n", + "[parse] 167 instances retenues (champs FR)\n", + "[parse] exemple : id=1.1.1 titre='La mère de César et Cléopâtre'\n", + " baratineur='Aurelia Cotta, mère de César' -> piocheur='Jules César'\n", + "[label] distribution après annotation manuelle : {'rien': 46, 'recadrage_sans_rire': 27, 'humour_reussi': 55, 'rire_sans_recadrage': 25, 'offensif_compris_non_partage': 14}\n", + "[corpus] total : 120 instances\n", + "[corpus] distribution par label : {'rire_sans_recadrage': 14, 'recadrage_sans_rire': 13, 'rien': 38, 'humour_reussi': 48, 'offensif_compris_non_partage': 7}\n", + "[corpus] distribution par source : {'ArgumentumGames/Argumentum': 60, 'blague-manuelle': 30, 'declaration-factuelle': 20, 'edge-case-curated': 10}\n", + "[corpus] humour_reussi : 48 instances OK\n", + "[corpus] rire_sans_recadrage : 14 instances OK\n", + "[corpus] recadrage_sans_rire : 13 instances OK\n", + "[corpus] offensif_compris_non_partage : 7 instances OK\n", + "[corpus] rien : 38 instances OK\n", + "GT-24b : GameTheory-24b-Humour-Banc-Dur.ipynb\n", + "CORPUS_DUR : 120 instances\n", + " humour_reussi 48\n", + " rien 38\n", + " rire_sans_recadrage 14\n", + " recadrage_sans_rire 13\n", + " offensif_compris_non_partage 7\n" + ] + } + ], + "source": [ + "# -*- coding: utf-8 -*-\n", + "# Setup. Reproduction du corpus GT-24b (meme geste que le pilote ICT-35) :\n", + "# les cellules code [0..10] de GameTheory-24b-Humour-Banc-Dur.ipynb sont\n", + "# executees dans un namespace isole, sans editer le notebook source.\n", + "# La reproduction exige OPENROUTER_API_KEY dans l'environnement (les cellules\n", + "# endpoint de GT-24b la verificent ; aucune n'appelle l'API ici).\n", + "from collections import Counter\n", + "from pathlib import Path\n", + "import json\n", + "import sys\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "\n", + "ROOT = Path.cwd()\n", + "if str(ROOT) not in sys.path:\n", + " sys.path.insert(0, str(ROOT))\n", + "\n", + "from ict.humor_pairs import (\n", + " build_pairs, build_prompts_json, gt24b_path, label_distribution,\n", + " load_corpus_dur, measure_humor_differential, validate_pairs,\n", + ")\n", + "\n", + "corpus = load_corpus_dur()\n", + "dist = label_distribution(corpus)\n", + "print(f\"GT-24b : {gt24b_path().name}\")\n", + "print(f\"CORPUS_DUR : {len(corpus)} instances\")\n", + "for lab, n in dist.most_common():\n", + " print(f\" {lab:32s} {n}\")" + ] + }, + { + "cell_type": "markdown", + "id": "553b2e82", + "metadata": { + "papermill": { + "duration": 0.001523, + "end_time": "2026-09-19T16:42:07.864085+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.862562+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Lecture 1 -- Le corpus reproduit : 120 instances, 48 humour_reussi\n", + "\n", + "La reproduction est deterministe (le banc GT-24b pose `random.seed(42)` lui-meme) et **cwd-independante** : le chargeur resout le cache Argumentum (`argumentum_scenarii.csv`) dans le dossier ICT-Series puis GameTheory, jamais via un fetch reseau silencieux.\n", + "\n", + "Les 30 paires de la tranche 1 se construisent sur les blagues manuelles (`blague-manuelle`, 30 instances) et deux one-liners edges (`edge-case-curated`) ; les 60 instances Argumentum du banc sont **exclues du pairing** : leur champ texte est tronque a ~150 caracteres par le builder de GT-24b -- la punchline n'y est jamais commitee (mesure firsthand, tranche 1)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "242dc539", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:07.868200Z", + "iopub.status.busy": "2026-09-19T16:42:07.867885Z", + "iopub.status.idle": "2026-09-19T16:42:07.905003Z", + "shell.execute_reply": "2026-09-19T16:42:07.904281Z" + }, + "papermill": { + "duration": 0.039946, + "end_time": "2026-09-19T16:42:07.905573+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.865627+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "30 paires validees ; prompts-json : humour=30, unfun=30, ctrl_edit=30\n" + ] + }, + { + "data": { + "text/html": [ + "
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\n", + "
" + ], + "text/plain": [ + " id n_car_setup n_car_humour n_car_unfun n_car_ctrl\n", + "0 joke-p02 57 84 99 98\n", + "1 joke-p03 40 106 102 102\n", + "2 joke-p04 57 75 89 92\n", + "3 joke-p05 56 90 82 84\n", + "4 joke-p06 52 81 81 90\n", + "5 joke-p07 45 96 77 79\n", + "6 joke-p08 45 73 87 73\n", + "7 joke-p09 50 86 88 90" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Paires minimales : 30 entrees (28 blagues manuelles + 2 one-liners edge).\n", + "# Chaque paire : setup verbatim | punchline verbatim | punchline neutralisee |\n", + "# controle de distance d'edition. Re-verifiees au chargement (span unique,\n", + "# suffixe exact, prefixe commun).\n", + "pairs = build_pairs(corpus)\n", + "validate_pairs(pairs) # plancher protocolaire : >= 30\n", + "payload = build_prompts_json(pairs)\n", + "print(f\"{len(pairs)} paires validees ; prompts-json : \"\n", + " + \", \".join(f\"{s}={len(v)}\" for s, v in payload.items()))\n", + "\n", + "apercu = pd.DataFrame([\n", + " {\"id\": p[\"id\"],\n", + " \"n_car_setup\": len(p[\"setup\"]), \"n_car_humour\": len(p[\"humour\"]),\n", + " \"n_car_unfun\": len(p[\"unfun\"]), \"n_car_ctrl\": len(p[\"ctrl_edit\"])}\n", + " for p in pairs\n", + "])\n", + "apercu.head(8)" + ] + }, + { + "cell_type": "markdown", + "id": "615e72a4", + "metadata": { + "papermill": { + "duration": 0.001668, + "end_time": "2026-09-19T16:42:07.909144+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.907476+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Lecture 2 -- Trente paires, trois exclusions documentees\n", + "\n", + "- `joke-p01` et `joke-p17` sont **exclues** : leurs textes committes dans GT-24b sont malformes (p01 tronquee au milieu du refrain, p17 saut de ligne inline) -- la contrainte `texte == setup + punchline` ne peut pas y etre verifiee ;\n", + "- `edge-04` et `edge-05` (one-liners Chapman/Cooper, label `recadrage_sans_rire`) completent a 30 : **heterogeneite de label documentee** -- le critere du pairing est l'incongruite portee par le texte, pas le label comportemental ;\n", + "- les variantes `unfun` et `ctrl_edit` different de `humour` **seulement dans la zone punchline** : le prefixe commun exact (verifie token a token sur les traces a la cellule de mesure) garantit que la zone d'edition est disjoncte du setup.\n", + "\n", + "Le controle `ctrl_edit` repond a l'objection la plus forte contre un design minimal-pair : si l'effet humour etait une consequence mecanique de *n'importe quelle* edition de cette taille (tokens finaux differents, longueur proche), alors `delta_ctrl` egalerait `delta_pair` et l'interpretation \"perte d'incongruite\" serait indue." + ] + }, + { + "cell_type": "markdown", + "id": "2e21cbd5", + "metadata": { + "papermill": { + "duration": 0.001641, + "end_time": "2026-09-19T16:42:07.912469+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.910828+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Captures GPU -- provenance et pre-enregistrement\n", + "\n", + "Les deux traces sont produites par `scripts/extract_sae_traces.py` (seul composant torch de la strate, le package `ict/` reste numpy-only) sur la machine po-2024 (RTX 3070) :\n", + "\n", + "| | trained | control |\n", + "|---|---|---|\n", + "| modele | `Qwen/Qwen3.5-2B-Base` | idem |\n", + "| SAE | `Qwen/SAE-Res-Qwen3.5-2B-Base-W32K-L0_50` (d_sae=32768, k=50) | idem |\n", + "| couche | 12/24 (`layer_frac` 0.5217) | idem |\n", + "| variant | encodage officiel Qwen-Scope (`pre = h @ W_enc.T + b_enc ; relu ; topk(50)`) | **permutation seeedee des lignes d'input embeddings** (le SAE lit un residu dont l'anatomie des positions est detruite) |\n", + "| date / seed | 2026-09-19T16:05Z, seed 42 | idem |\n", + "\n", + "Le protocole statistique etait **pre-registre** (c.5743321902) avant toute mesure, avec deux ecarts documentes sur l'issue avant interpretation : la correction du null (degenere pour L1 sous swap de labels, remplace par le null croise, c.5743498870) et la requalification du seuil `delta_pair > p99` (c.5743512349)." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bbdf78c4", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:07.916919Z", + "iopub.status.busy": "2026-09-19T16:42:07.916649Z", + "iopub.status.idle": "2026-09-19T16:42:07.932720Z", + "shell.execute_reply": "2026-09-19T16:42:07.932133Z" + }, + "papermill": { + "duration": 0.019142, + "end_time": "2026-09-19T16:42:07.933302+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.914160+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "trained : Qwen/Qwen3.5-2B-Base x Qwen/SAE-Res-Qwen3.5-2B-Base-W32K-L0_50\n", + " layer 12/24 (frac 0.5217), d_sae=32768, k=50, seed=42\n", + " 90 prompts (90 attends), 1868 tokens au total\n", + " L0 mesure = 50.00 features actives par token (sur k=50)\n" + ] + } + ], + "source": [ + "# Chargement de la trace trained : manifeste, sparsite reelle (L0 mesure,\n", + "# pas suppose).\n", + "TRACE_T = ROOT / \"traces\" / \"humor35b_qwen35-2b-base_layer12of24_trained.npz\"\n", + "TRACE_C = ROOT / \"traces\" / \"humor35b_qwen35-2b-base_layer12of24_control.npz\"\n", + "\n", + "data_t = np.load(TRACE_T, allow_pickle=False)\n", + "meta_t = json.loads(str(data_t[\"__meta__\"]))\n", + "n_entries = sum(1 for k in data_t.files if k.endswith(\"__topk_ids\"))\n", + "l0 = np.concatenate([\n", + " (data_t[k] > 0).sum(axis=1) for k in data_t.files if k.endswith(\"__topk_vals\")\n", + "]).mean()\n", + "print(f\"trained : {meta_t['model']} x {meta_t['sae_repo']}\")\n", + "print(f\" layer {meta_t['layer']}/{meta_t['n_layers']} (frac {meta_t['layer_frac']:.4f}), \"\n", + " f\"d_sae={meta_t['d_sae']}, k={meta_t['k']}, seed={meta_t['seed']}\")\n", + "print(f\" {n_entries} prompts ({sum(meta_t['prompt_sets'].values())} attends), \"\n", + " f\"{meta_t['n_tokens_total']} tokens au total\")\n", + "print(f\" L0 mesure = {l0:.2f} features actives par token (sur k={meta_t['k']})\")" + ] + }, + { + "cell_type": "markdown", + "id": "ca2c2654", + "metadata": { + "papermill": { + "duration": 0.001771, + "end_time": "2026-09-19T16:42:07.937240+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.935469+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Lecture 3 -- 90 prompts, 1868 tokens, L0 = 50.00 mesure\n", + "\n", + "Chaque paire contribue trois prompts (humour, unfun, ctrl_edit) : 30 x 3 = 90 entrees. La sparsite mesuree est exactement k=50 a chaque token : le relu du SAE top-k ne tue aucune des 50 plus grandes activations sur ces prompts, et la densification operee par la couche de mesure est **exacte** (une feature hors top-50 vaut exactement zero par construction), sans troncature ni approximation.\n", + "\n", + "La mesure pre-registree (`measure_humor_differential`) s'applique telle quelle : prefixe commun calcule sur les tokens reels (pas sur les caracteres), zone = tokens de punchline, L1 sur les vecteurs de zone moyenne, null croise a 2048 tirages, z de features par flip de signe intra-paire, seed 42." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "57ebae47", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:07.941562Z", + "iopub.status.busy": "2026-09-19T16:42:07.941390Z", + "iopub.status.idle": "2026-09-19T16:42:26.830829Z", + "shell.execute_reply": "2026-09-19T16:42:26.830178Z" + }, + "papermill": { + "duration": 18.892439, + "end_time": "2026-09-19T16:42:26.831435+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:07.938996+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "D:\\Dev\\CoursIA-14035\\MyIA.AI.Notebooks\\IIT\\ICT-Series\\ict\\sae_traces.py:129: UserWarning: trace historique chargee sans 'instrument' ni 'lens' legacy ; infere instrument='sae' depuis les champs presents dans le manifeste (acceptance #4 retro-compat). Migrer l'extracteur GPU pour poser meta['instrument'] canoniquement -- le contrat v1 prefere la declaration explicite a l'inference.\n", + " meta = validate_manifest(meta, strict=strict, expected=\"sae\")\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "delta_pair 27.8327\n", + "delta_ctrl 28.6169\n", + "null_p99 35.8102\n", + "ratio_vs_ctrl 0.9726\n", + "n_features_over3 0\n", + "verdict INCONCLUSIVE\n", + "top-5 |z| : [(6677, 2.62), (12444, 2.59), (23779, -2.58), (18944, 2.54), (2919, -2.52)]\n" + ] + } + ], + "source": [ + "# Mesure pre-registree -- trace TRAINED.\n", + "res_t = measure_humor_differential(TRACE_T, pairs)\n", + "for k in (\"delta_pair\", \"delta_ctrl\", \"null_p99\", \"ratio_vs_ctrl\",\n", + " \"n_features_over3\", \"verdict\"):\n", + " if isinstance(res_t[k], float):\n", + " print(f\"{k:18s} {res_t[k]:.4f}\")\n", + " else:\n", + " print(f\"{k:18s} {res_t[k]}\")\n", + "print(\"top-5 |z| :\", [(f, round(z, 2)) for f, z in res_t[\"top_features\"][:5]])" + ] + }, + { + "cell_type": "markdown", + "id": "08096102", + "metadata": { + "papermill": { + "duration": 0.002936, + "end_time": "2026-09-19T16:42:26.836715+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:26.833779+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Lecture 4 -- Verdict TRAINED : INCONCLUSIVE, jambe par jambe\n", + "\n", + "- **delta_pair = 27.83** contre un null croise a p99 = 35.81 : la distance humour/unfun est *sous* le 99e centile du null -- les paires ne sont pas plus eloignees que des unfun re-brasses entre paires ;\n", + "- **ratio_vs_ctrl = 0.97** : la punchline neutralisee n'est pas plus proche du texte humour que ne l'est le controle de distance d'edition (28.62) -- aucune specificite de la perte d'incongruite ;\n", + "- **0 features |z| > 3** (max : feature 6677, z = +2.62) : aucun shift systematique de direction constante dans l'espace des 32768 features.\n", + "\n", + "Les trois jambes convergent : a ce couple modele x SAE x couche (Qwen3.5-2B, W32K, residu 12/24), la suppression de l'incongruite humorale ne produit **pas de deplacement mesurable** de la representation moyenne de zone. C'est un negatif honnete, pas un echec de protocole : le protocole etait falsifiable et reste falsifiable (tranches suivantes)." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "0468a3d2", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:26.840993Z", + "iopub.status.busy": "2026-09-19T16:42:26.840844Z", + "iopub.status.idle": "2026-09-19T16:42:47.247330Z", + "shell.execute_reply": "2026-09-19T16:42:47.246524Z" + }, + "papermill": { + "duration": 20.409418, + "end_time": "2026-09-19T16:42:47.247918+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:26.838500+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "delta_pair 22.0069\n", + "delta_ctrl 22.8715\n", + "null_p99 27.6215\n", + "ratio_vs_ctrl 0.9622\n", + "n_features_over3 0\n", + "verdict INCONCLUSIVE\n", + "top-5 |z| : [(5680, -2.94), (27159, -2.47), (31556, 2.38), (19573, -2.37), (12486, 2.33)]\n", + "recouvrement top-10 trained/control : 0 features communes\n" + ] + } + ], + "source": [ + "# Mesure pre-registree -- trace CONTROL (SAE lisant un residu a positions permutees).\n", + "res_c = measure_humor_differential(TRACE_C, pairs)\n", + "for k in (\"delta_pair\", \"delta_ctrl\", \"null_p99\", \"ratio_vs_ctrl\",\n", + " \"n_features_over3\", \"verdict\"):\n", + " if isinstance(res_c[k], float):\n", + " print(f\"{k:18s} {res_c[k]:.4f}\")\n", + " else:\n", + " print(f\"{k:18s} {res_c[k]}\")\n", + "print(\"top-5 |z| :\", [(f, round(z, 2)) for f, z in res_c[\"top_features\"][:5]])\n", + "\n", + "top_t = {f for f, _ in res_t[\"top_features\"]}\n", + "top_c = {f for f, _ in res_c[\"top_features\"]}\n", + "print(f\"recouvrement top-10 trained/control : {len(top_t & top_c)} features communes\")" + ] + }, + { + "cell_type": "markdown", + "id": "74f472d1", + "metadata": { + "papermill": { + "duration": 0.002188, + "end_time": "2026-09-19T16:42:47.252494+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:47.250306+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Lecture 5 -- Le controle clot le debat sur les z residuels\n", + "\n", + "Le controle (permutation seeedee des lignes d'input embeddings, qui detruit l'anatomie des positions sans changer la loi des activations) rend lui aussi `INCONCLUSIVE` : delta_pair 22.01 sous p99 27.62, ratio 0.96, 0 features |z| > 3.\n", + "\n", + "L'observation decisive : le **top-5 du trained (6677, 12444, 23779, 18944, 2919 ; |z| <= 2.62) et celui du control (5680, 27159, 31556, 19573, 12486 ; |z| <= 2.94) sont disjoints**, et l'amplitude maximale du trained est **sous** celle du bruit permute. Les z residuels du trained sont donc interchangeables avec ceux qu'on obtient sans aucune structure linguistique residuelle : il n'y a pas de \"presque-signal\" a sauver.\n", + "\n", + "### Ce que ce negatif borne -- et ce qu'il ne borne pas\n", + "\n", + "Borne : au couple Qwen3.5-2B-Base x SAE-W32K x residu 12/24, avec un zone-mean sur la punchline et n=30, la perte d'incongruite humorale est invisible dans les deplacements systematiques de features comme dans la distance globale.\n", + "\n", + "Ne borne PAS : (i) les autres couches (l'incongruite peut etre resolue plus tot ou plus tard dans la pile) ; (ii) le couple 9B/W64K (capacite et largeur de dictionnaire x2) ; (iii) les effets **token-level** non stationnaires qu'un zone-mean moyenne a zero (le token de resolution vs les tokens de setup de la punchline) ; (iv) les differences de **trajectoire** (l'ordre des activations au fil de la zone), que la distance L1 sur moyenne ne voit pas. Ces quatre axes sont les tranches 2+ de #14035." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "6144dedd", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:47.258512Z", + "iopub.status.busy": "2026-09-19T16:42:47.258183Z", + "iopub.status.idle": "2026-09-19T16:42:47.262432Z", + "shell.execute_reply": "2026-09-19T16:42:47.261796Z" + }, + "papermill": { + "duration": 0.00835, + "end_time": "2026-09-19T16:42:47.263122+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:47.254772+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "# EXERCICE 1 -- delta par paire : la dispersion cachee derriere la moyenne\n", + "#\n", + "# delta_pair = 27.83 est une MOYENNE sur 30 paires : la dispersion par paire\n", + "# est invisible. Certaines paires pourraient porter un signal local que la\n", + "# moyenne dilue.\n", + "#\n", + "# Indice : reproduire la boucle de zones de measure_humor_differential\n", + "# (ict/humor_pairs.py) avec ict.humor_pairs._common_prefix_len et\n", + "# _zone_vec, puis np.abs(H - U).sum(axis=1) donne le delta par paire.\n", + "# Etape 1 : charger la trace trained (ict.sae_traces.load_traces) et\n", + "# construire les matrices H et U [30, d_sae] des zones.\n", + "# Etape 2 : calculer le delta par paire, afficher les 5 paires au delta max\n", + "# et les 5 au delta min (argsort, ids de paires).\n", + "# Etape 3 : tester la correlation delta x longueur de zone (nombre de tokens\n", + "# apres le prefixe commun) : un delta purement surfacique croit\n", + "# avec la longueur ; un delta d'incongruite, pas necessairement.\n", + "\n", + "H = None\n", + "U = None\n", + "delta_par_paire = None\n", + "\n", + "print(\"Exercice a completer\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bb103042", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:47.268646Z", + "iopub.status.busy": "2026-09-19T16:42:47.268407Z", + "iopub.status.idle": "2026-09-19T16:42:47.271784Z", + "shell.execute_reply": "2026-09-19T16:42:47.271194Z" + }, + "papermill": { + "duration": 0.006727, + "end_time": "2026-09-19T16:42:47.272341+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:47.265614+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "# EXERCICE 2 -- zone reduite au DERNIER token de punchline\n", + "#\n", + "# La mesure pre-registree moyenne la zone ENTIERE (tous les tokens apres le\n", + "# prefixe commun). Hypothese tranches 2+ : l'effet, s'il existe, est porte par\n", + "# le token de resolution (souvent le dernier), qu'un zone-mean dilue.\n", + "#\n", + "# Indice : _zone_vec(entry, start, d_sae) accepte n'importe quel start ; pour\n", + "# se limiter au dernier token : start = len(entry[\"tokens\"]) - 1.\n", + "# Etape 1 : reconstruire H, U, C en zone dernier-token (meme boucle que\n", + "# l'exercice 1, start different).\n", + "# Etape 2 : recalculer delta_pair et delta_ctrl sur ces vecteurs et les\n", + "# comparer aux valeurs zone-entiere (27.83 / 28.62).\n", + "# Etape 3 : interpreter : le ratio delta_pair/delta_ctrl bouge-t-il vers une\n", + "# specificite de l'incongruite, ou reste-t-il ~1 ?\n", + "\n", + "H_last = None\n", + "U_last = None\n", + "delta_pair_last = None\n", + "delta_ctrl_last = None\n", + "\n", + "print(\"Exercice a completer\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4ce580d9", + "metadata": { + "execution": { + "iopub.execute_input": "2026-09-19T16:42:47.277470Z", + "iopub.status.busy": "2026-09-19T16:42:47.277251Z", + "iopub.status.idle": "2026-09-19T16:42:47.280857Z", + "shell.execute_reply": "2026-09-19T16:42:47.280217Z" + }, + "papermill": { + "duration": 0.006813, + "end_time": "2026-09-19T16:42:47.281400+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:47.274587+00:00", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Exercice a completer\n" + ] + } + ], + "source": [ + "# EXERCICE 3 -- stabilite des top features trained vs control\n", + "#\n", + "# Le verdict global est INCONCLUSIVE, mais la question fine reste : les\n", + "# features les plus extremees du trained (6677, 12444, ...) sont-elles\n", + "# reproductibles, ou sont-elles un tirage de bruit ? Le control permet de\n", + "# trancher SANS GPU : comparez les deux tables de top features.\n", + "#\n", + "# Indice : res_t[\"top_features\"] et res_c[\"top_features\"] donnent chacun le\n", + "# top-10 sous forme (id, z) ; la cellule de mesure control affiche\n", + "# deja le recouvrement des deux top-10.\n", + "# Etape 1 : extraire les ids top-10 des deux mesures et leur intersection.\n", + "# Etape 2 : pour les 5 premiers ids du trained, retrouver leur z dans le\n", + "# control via un dict {id: z} construit sur res_c[\"top_features\"]\n", + "# -- que constate-t-on ?\n", + "# Etape 3 : conclure en une phrase : que suffit-il pour qu'une feature du\n", + "# trained merite une investigation de tranche 2 ?\n", + "\n", + "ids_trained = None\n", + "ids_control = None\n", + "intersection = None\n", + "\n", + "print(\"Exercice a completer\")" + ] + }, + { + "cell_type": "markdown", + "id": "0e970a40", + "metadata": { + "papermill": { + "duration": 0.002039, + "end_time": "2026-09-19T16:42:47.285738+00:00", + "exception": false, + "start_time": "2026-09-19T16:42:47.283699+00:00", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Conclusion et voir aussi\n", + "\n", + "**Etabli (negatif borne).** Sur 30 paires minimales humour/unfun/controle, au couple Qwen3.5-2B-Base x SAE-Res-W32K-L0_50 couche 12/24, la perte d'incongruite humorale ne deplace ni la distance globale (ratio 0.97 vs controle d'edition), ni les features individuelles (0 sur 32768 a |z| > 3, amplitude sous le bruit permute). Le protocole etait pre-registre avec deux ecarts documentes AVANT interpretation ; le negatif est donc interpretable, pas une absence de conclusion.\n", + "\n", + "Tranches suivantes (#14035) : couches early/late, couple 9B/W64K, zone dernier-token (exercice 2), dynamique de trajectoire dans la zone.\n", + "\n", + "- **#14035** -- issue de reference : protocole falsifiable, pre-enregistrement (c.5743321902), ecarts c.5743498870 / c.5743512349\n", + "- **ICT-35-HumorCausalProbe-Pilot** -- le pilote HLS lexical (verdict INCONCLUSIVE borne, meme honnetete)\n", + "- **ICT-21-SAETrajectoires / ICT-21b-SAECalibration** -- la strate SAE du pipeline #5101 et ses garde-fous (bf16, top-k)\n", + "- **GameTheory-24b-Humour-Banc-Dur** -- le banc consolide CORPUS_DUR (120 instances annotees)\n", + "- `scripts/extract_sae_traces.py` -- l'extracteur GPU (seul composant torch) ; `ict/humor_pairs.py` -- corpus, paires, mesure" + ] + } + ], + "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": "3.13.7" + }, + "papermill": { + "default_parameters": {}, + "duration": 43.119776, + "end_time": "2026-09-19T16:42:47.845232+00:00", + "environment_variables": {}, + "exception": null, + "input_path": "ICT-35b-HumorCausalPairs-SAE.ipynb", + "output_path": "ICT-35b-HumorCausalPairs-SAE.ipynb", + "parameters": {}, + "start_time": "2026-09-19T16:42:04.725456+00:00", + "version": "2.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file