From d582aa7b3cbe22c1be117291d4fc09c2ddd5a55d Mon Sep 17 00:00:00 2001 From: ArthurConmy <35957051+ArthurConmy@users.noreply.github.com> Date: Wed, 29 Nov 2023 23:49:18 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20neelnand?= =?UTF-8?q?a-io/TransformerLens@3d0db8531d889e1e4a26b8ef80ef2045b9f8532e?= =?UTF-8?q?=20=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .doctrees/environment.pickle | Bin 458051 -> 458051 bytes .../demos/Exploratory_Analysis_Demo.doctree | Bin 8237027 -> 8237027 bytes .doctrees/generated/demos/Main_Demo.doctree | Bin 1257298 -> 1257288 bytes .../demos/Exploratory_Analysis_Demo.ipynb | 1440 +++++------ .../nbsphinx/generated/demos/Main_Demo.ipynb | 2300 +++++++++-------- .../demos/Exploratory_Analysis_Demo.html | 100 +- .../demos/Exploratory_Analysis_Demo.ipynb | 1440 +++++------ generated/demos/Main_Demo.html | 86 +- generated/demos/Main_Demo.ipynb | 2300 +++++++++-------- 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zk%27Br2wbC3-ILZ!z>H1Wp$PXI5r$V%L4qw?87VzFv|jv t7g;ZroMi!KS%6sygSVGG|AdDZ{tLsA{ptV! diff --git a/.doctrees/nbsphinx/generated/demos/Exploratory_Analysis_Demo.ipynb b/.doctrees/nbsphinx/generated/demos/Exploratory_Analysis_Demo.ipynb index 4456cb5ea..647da5544 100644 --- a/.doctrees/nbsphinx/generated/demos/Exploratory_Analysis_Demo.ipynb +++ b/.doctrees/nbsphinx/generated/demos/Exploratory_Analysis_Demo.ipynb @@ -65,10 +65,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:40.937161Z", - "iopub.status.busy": "2023-11-23T20:32:40.936813Z", - "iopub.status.idle": "2023-11-23T20:32:40.948085Z", - "shell.execute_reply": "2023-11-23T20:32:40.947509Z" + "iopub.execute_input": "2023-11-29T23:43:13.931102Z", + "iopub.status.busy": "2023-11-29T23:43:13.930925Z", + "iopub.status.idle": "2023-11-29T23:43:13.941073Z", + "shell.execute_reply": "2023-11-29T23:43:13.940649Z" } }, "outputs": [], @@ -110,10 +110,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:40.950682Z", - "iopub.status.busy": "2023-11-23T20:32:40.950346Z", - "iopub.status.idle": "2023-11-23T20:32:44.067398Z", - "shell.execute_reply": "2023-11-23T20:32:44.066887Z" + "iopub.execute_input": "2023-11-29T23:43:13.943323Z", + "iopub.status.busy": "2023-11-29T23:43:13.942979Z", + "iopub.status.idle": "2023-11-29T23:43:17.180865Z", + "shell.execute_reply": "2023-11-29T23:43:17.180335Z" } }, "outputs": [], @@ -154,10 +154,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.069837Z", - "iopub.status.busy": "2023-11-23T20:32:44.069496Z", - "iopub.status.idle": "2023-11-23T20:32:44.072912Z", - "shell.execute_reply": "2023-11-23T20:32:44.072349Z" + "iopub.execute_input": "2023-11-29T23:43:17.183355Z", + "iopub.status.busy": "2023-11-29T23:43:17.183021Z", + "iopub.status.idle": "2023-11-29T23:43:17.186178Z", + "shell.execute_reply": "2023-11-29T23:43:17.185657Z" } }, "outputs": [ @@ -193,10 +193,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.107903Z", - "iopub.status.busy": "2023-11-23T20:32:44.107470Z", - "iopub.status.idle": "2023-11-23T20:32:44.111718Z", - "shell.execute_reply": "2023-11-23T20:32:44.111165Z" + "iopub.execute_input": "2023-11-29T23:43:17.221695Z", + "iopub.status.busy": "2023-11-29T23:43:17.221295Z", + "iopub.status.idle": "2023-11-29T23:43:17.225560Z", + "shell.execute_reply": "2023-11-29T23:43:17.225100Z" } }, "outputs": [], @@ -281,17 +281,17 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.114003Z", - "iopub.status.busy": "2023-11-23T20:32:44.113600Z", - "iopub.status.idle": "2023-11-23T20:32:49.003202Z", - "shell.execute_reply": "2023-11-23T20:32:49.002606Z" + "iopub.execute_input": "2023-11-29T23:43:17.227914Z", + "iopub.status.busy": "2023-11-29T23:43:17.227455Z", + "iopub.status.idle": "2023-11-29T23:43:22.567341Z", + "shell.execute_reply": "2023-11-29T23:43:22.566804Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "14f617a06c8f4b1c8ca1b6d6309d21b9", + "model_id": "fb1af2face1f4ab788109b68cc5ed201", "version_major": 2, "version_minor": 0 }, @@ -305,7 +305,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "efdc17b516424b8cbf8a63cb0b9d9bd8", + "model_id": "a6fa4cbe24c94826b4ac6beaa14568d1", "version_major": 2, "version_minor": 0 }, @@ -319,7 +319,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "31b4276df976449c99867c8641cd008b", + "model_id": "00e21baadbb54855b45bd4300baf1da7", "version_major": 2, "version_minor": 0 }, @@ -333,7 +333,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3abe3055b51e4cb08739a07e618a5c3f", + "model_id": "02422154db5c43c88e6c06e64a35f638", "version_major": 2, "version_minor": 0 }, @@ -347,7 +347,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8fbbdb0ca2ab4aa7a36f1e59f1e91f77", + "model_id": "3254cec1d1a14b5e997d4bfe1bee1c70", "version_major": 2, "version_minor": 0 }, @@ -399,10 +399,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.005634Z", - "iopub.status.busy": "2023-11-23T20:32:49.005246Z", - "iopub.status.idle": "2023-11-23T20:32:49.139522Z", - "shell.execute_reply": "2023-11-23T20:32:49.139018Z" + "iopub.execute_input": "2023-11-29T23:43:22.569672Z", + "iopub.status.busy": "2023-11-29T23:43:22.569342Z", + "iopub.status.idle": "2023-11-29T23:43:22.701664Z", + "shell.execute_reply": "2023-11-29T23:43:22.701083Z" } }, "outputs": [ @@ -487,10 +487,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.141517Z", - "iopub.status.busy": "2023-11-23T20:32:49.141338Z", - "iopub.status.idle": "2023-11-23T20:32:49.148799Z", - "shell.execute_reply": "2023-11-23T20:32:49.148204Z" + "iopub.execute_input": "2023-11-29T23:43:22.703907Z", + "iopub.status.busy": "2023-11-29T23:43:22.703542Z", + "iopub.status.idle": "2023-11-29T23:43:22.710862Z", + "shell.execute_reply": "2023-11-29T23:43:22.710393Z" } }, "outputs": [ @@ -555,10 +555,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.150963Z", - "iopub.status.busy": "2023-11-23T20:32:49.150787Z", - "iopub.status.idle": "2023-11-23T20:32:49.157091Z", - "shell.execute_reply": "2023-11-23T20:32:49.156657Z" + "iopub.execute_input": "2023-11-29T23:43:22.713024Z", + "iopub.status.busy": "2023-11-29T23:43:22.712701Z", + "iopub.status.idle": "2023-11-29T23:43:22.718840Z", + "shell.execute_reply": "2023-11-29T23:43:22.718403Z" } }, "outputs": [ @@ -604,10 +604,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.159076Z", - "iopub.status.busy": "2023-11-23T20:32:49.158754Z", - "iopub.status.idle": "2023-11-23T20:32:49.423853Z", - "shell.execute_reply": "2023-11-23T20:32:49.423312Z" + "iopub.execute_input": "2023-11-29T23:43:22.720842Z", + "iopub.status.busy": "2023-11-29T23:43:22.720520Z", + "iopub.status.idle": "2023-11-29T23:43:22.995461Z", + "shell.execute_reply": "2023-11-29T23:43:22.994921Z" } }, "outputs": [], @@ -630,10 +630,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.426658Z", - "iopub.status.busy": "2023-11-23T20:32:49.426163Z", - "iopub.status.idle": "2023-11-23T20:32:49.432133Z", - "shell.execute_reply": "2023-11-23T20:32:49.431608Z" + "iopub.execute_input": "2023-11-29T23:43:22.998042Z", + "iopub.status.busy": "2023-11-29T23:43:22.997673Z", + "iopub.status.idle": "2023-11-29T23:43:23.003790Z", + "shell.execute_reply": "2023-11-29T23:43:23.003293Z" } }, "outputs": [ @@ -774,10 +774,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": 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"2023-11-29T23:43:23.978617Z" } }, "outputs": [ @@ -1915,9 +1915,9 @@ } }, "text/html": [ - "

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"iopub.execute_input": "2023-11-23T20:37:08.089746Z", - "iopub.status.busy": "2023-11-23T20:37:08.089433Z", - "iopub.status.idle": "2023-11-23T20:37:08.092175Z", - "shell.execute_reply": "2023-11-23T20:37:08.091619Z" + "iopub.execute_input": "2023-11-29T23:47:52.358463Z", + "iopub.status.busy": "2023-11-29T23:47:52.358115Z", + "iopub.status.idle": "2023-11-29T23:47:52.360697Z", + "shell.execute_reply": "2023-11-29T23:47:52.360229Z" } }, "outputs": [], @@ -318,10 +318,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:08.094017Z", - "iopub.status.busy": "2023-11-23T20:37:08.093734Z", - "iopub.status.idle": "2023-11-23T20:37:09.806509Z", - "shell.execute_reply": "2023-11-23T20:37:09.805882Z" + "iopub.execute_input": "2023-11-29T23:47:52.362691Z", + "iopub.status.busy": "2023-11-29T23:47:52.362370Z", + "iopub.status.idle": "2023-11-29T23:47:54.119304Z", + "shell.execute_reply": "2023-11-29T23:47:54.118711Z" } }, "outputs": [ @@ -355,10 +355,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:09.808983Z", - "iopub.status.busy": "2023-11-23T20:37:09.808582Z", - "iopub.status.idle": "2023-11-23T20:37:10.116959Z", - "shell.execute_reply": "2023-11-23T20:37:10.116373Z" + "iopub.execute_input": "2023-11-29T23:47:54.121696Z", + "iopub.status.busy": "2023-11-29T23:47:54.121280Z", + "iopub.status.idle": "2023-11-29T23:47:54.438288Z", + "shell.execute_reply": "2023-11-29T23:47:54.437721Z" } }, "outputs": [ @@ -400,10 +400,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:10.119351Z", - "iopub.status.busy": "2023-11-23T20:37:10.119026Z", - "iopub.status.idle": "2023-11-23T20:37:10.243158Z", - "shell.execute_reply": "2023-11-23T20:37:10.242589Z" + "iopub.execute_input": "2023-11-29T23:47:54.440528Z", + "iopub.status.busy": "2023-11-29T23:47:54.440201Z", + "iopub.status.idle": "2023-11-29T23:47:54.567584Z", + "shell.execute_reply": "2023-11-29T23:47:54.566989Z" } }, "outputs": [ @@ -441,10 +441,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:10.245534Z", - "iopub.status.busy": "2023-11-23T20:37:10.245201Z", - "iopub.status.idle": "2023-11-23T20:37:10.249437Z", - "shell.execute_reply": "2023-11-23T20:37:10.248979Z" + "iopub.execute_input": "2023-11-29T23:47:54.570068Z", + "iopub.status.busy": "2023-11-29T23:47:54.569686Z", + "iopub.status.idle": "2023-11-29T23:47:54.574297Z", + "shell.execute_reply": "2023-11-29T23:47:54.573741Z" } }, "outputs": [ @@ -469,10 +469,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:10.251343Z", - "iopub.status.busy": "2023-11-23T20:37:10.251025Z", - "iopub.status.idle": "2023-11-23T20:37:10.334001Z", - "shell.execute_reply": "2023-11-23T20:37:10.333474Z" + "iopub.execute_input": "2023-11-29T23:47:54.576179Z", + "iopub.status.busy": "2023-11-29T23:47:54.576017Z", + "iopub.status.idle": "2023-11-29T23:47:54.654242Z", + "shell.execute_reply": "2023-11-29T23:47:54.653614Z" } }, "outputs": [ @@ -486,18 +486,18 @@ { "data": { "text/html": [ - 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" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1118,17 +1118,17 @@ "execution_count": 21, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:32.238859Z", - "iopub.status.busy": "2023-11-23T20:37:32.238522Z", - "iopub.status.idle": "2023-11-23T20:37:34.907651Z", - "shell.execute_reply": "2023-11-23T20:37:34.907044Z" + "iopub.execute_input": "2023-11-29T23:48:17.640873Z", + "iopub.status.busy": "2023-11-29T23:48:17.640485Z", + "iopub.status.idle": "2023-11-29T23:48:20.788500Z", + "shell.execute_reply": "2023-11-29T23:48:20.787975Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "104c8103d3264bfda160d0018d2ee6f7", + "model_id": "8bf1d0ed09eb4e31855b9daad3e00ef3", "version_major": 2, "version_minor": 0 }, @@ -1142,7 +1142,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "814bf5ab8d71434f8592dd4fa16382e1", + "model_id": "d971ee545cf741d6882ae1ff83de763c", "version_major": 2, "version_minor": 0 }, @@ -1156,7 +1156,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "c6ead7276f204281afcb2ade6c46f37a", + "model_id": "1c14c4d236624c57af329d5c5c2061cb", "version_major": 2, "version_minor": 0 }, @@ -1170,7 +1170,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fa94446c47904b35925aacd066419df2", + "model_id": "36496b2a4f6a4468839e239007f2c081", "version_major": 2, "version_minor": 0 }, @@ -1184,7 +1184,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "62ef140a0ba44e349c47bceda8550521", + "model_id": "fa038191ecdf43288a05fe92964fea3c", "version_major": 2, "version_minor": 0 }, @@ -1213,10 +1213,10 @@ "execution_count": 22, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:37:34.909957Z", - "iopub.status.busy": "2023-11-23T20:37:34.909579Z", - "iopub.status.idle": "2023-11-23T20:37:35.535801Z", - "shell.execute_reply": "2023-11-23T20:37:35.535235Z" + "iopub.execute_input": "2023-11-29T23:48:20.790935Z", + "iopub.status.busy": "2023-11-29T23:48:20.790535Z", + "iopub.status.idle": "2023-11-29T23:48:21.428197Z", + "shell.execute_reply": "2023-11-29T23:48:21.427577Z" } }, "outputs": [ @@ -1227,9 +1227,9 @@ "\n", "\n", "
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@@ -838,9 +838,9 @@

Logit Lens

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Top 3 Negative Logit Attribution Heads


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Top 3 Negative Logit Attribution Heads


Top Middle Heads


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Top Middle Heads


Top Late Heads


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Top Late Heads


diff --git a/generated/demos/Exploratory_Analysis_Demo.ipynb b/generated/demos/Exploratory_Analysis_Demo.ipynb index 4456cb5ea..647da5544 100644 --- a/generated/demos/Exploratory_Analysis_Demo.ipynb +++ b/generated/demos/Exploratory_Analysis_Demo.ipynb @@ -65,10 +65,10 @@ "execution_count": 1, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:40.937161Z", - "iopub.status.busy": "2023-11-23T20:32:40.936813Z", - "iopub.status.idle": "2023-11-23T20:32:40.948085Z", - "shell.execute_reply": "2023-11-23T20:32:40.947509Z" + "iopub.execute_input": "2023-11-29T23:43:13.931102Z", + "iopub.status.busy": "2023-11-29T23:43:13.930925Z", + "iopub.status.idle": "2023-11-29T23:43:13.941073Z", + "shell.execute_reply": "2023-11-29T23:43:13.940649Z" } }, "outputs": [], @@ -110,10 +110,10 @@ "execution_count": 2, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:40.950682Z", - "iopub.status.busy": "2023-11-23T20:32:40.950346Z", - "iopub.status.idle": "2023-11-23T20:32:44.067398Z", - "shell.execute_reply": "2023-11-23T20:32:44.066887Z" + "iopub.execute_input": "2023-11-29T23:43:13.943323Z", + "iopub.status.busy": "2023-11-29T23:43:13.942979Z", + "iopub.status.idle": "2023-11-29T23:43:17.180865Z", + "shell.execute_reply": "2023-11-29T23:43:17.180335Z" } }, "outputs": [], @@ -154,10 +154,10 @@ "execution_count": 3, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.069837Z", - "iopub.status.busy": "2023-11-23T20:32:44.069496Z", - "iopub.status.idle": "2023-11-23T20:32:44.072912Z", - "shell.execute_reply": "2023-11-23T20:32:44.072349Z" + "iopub.execute_input": "2023-11-29T23:43:17.183355Z", + "iopub.status.busy": "2023-11-29T23:43:17.183021Z", + "iopub.status.idle": "2023-11-29T23:43:17.186178Z", + "shell.execute_reply": "2023-11-29T23:43:17.185657Z" } }, "outputs": [ @@ -193,10 +193,10 @@ "execution_count": 4, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.107903Z", - "iopub.status.busy": "2023-11-23T20:32:44.107470Z", - "iopub.status.idle": "2023-11-23T20:32:44.111718Z", - "shell.execute_reply": "2023-11-23T20:32:44.111165Z" + "iopub.execute_input": "2023-11-29T23:43:17.221695Z", + "iopub.status.busy": "2023-11-29T23:43:17.221295Z", + "iopub.status.idle": "2023-11-29T23:43:17.225560Z", + "shell.execute_reply": "2023-11-29T23:43:17.225100Z" } }, "outputs": [], @@ -281,17 +281,17 @@ "execution_count": 5, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:44.114003Z", - "iopub.status.busy": "2023-11-23T20:32:44.113600Z", - "iopub.status.idle": "2023-11-23T20:32:49.003202Z", - "shell.execute_reply": "2023-11-23T20:32:49.002606Z" + "iopub.execute_input": "2023-11-29T23:43:17.227914Z", + "iopub.status.busy": "2023-11-29T23:43:17.227455Z", + "iopub.status.idle": "2023-11-29T23:43:22.567341Z", + "shell.execute_reply": "2023-11-29T23:43:22.566804Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "14f617a06c8f4b1c8ca1b6d6309d21b9", + "model_id": "fb1af2face1f4ab788109b68cc5ed201", "version_major": 2, "version_minor": 0 }, @@ -305,7 +305,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "efdc17b516424b8cbf8a63cb0b9d9bd8", + "model_id": "a6fa4cbe24c94826b4ac6beaa14568d1", "version_major": 2, "version_minor": 0 }, @@ -319,7 +319,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "31b4276df976449c99867c8641cd008b", + "model_id": "00e21baadbb54855b45bd4300baf1da7", "version_major": 2, "version_minor": 0 }, @@ -333,7 +333,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "3abe3055b51e4cb08739a07e618a5c3f", + "model_id": "02422154db5c43c88e6c06e64a35f638", "version_major": 2, "version_minor": 0 }, @@ -347,7 +347,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "8fbbdb0ca2ab4aa7a36f1e59f1e91f77", + "model_id": "3254cec1d1a14b5e997d4bfe1bee1c70", "version_major": 2, "version_minor": 0 }, @@ -399,10 +399,10 @@ "execution_count": 6, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.005634Z", - "iopub.status.busy": "2023-11-23T20:32:49.005246Z", - "iopub.status.idle": "2023-11-23T20:32:49.139522Z", - "shell.execute_reply": "2023-11-23T20:32:49.139018Z" + "iopub.execute_input": "2023-11-29T23:43:22.569672Z", + "iopub.status.busy": "2023-11-29T23:43:22.569342Z", + "iopub.status.idle": "2023-11-29T23:43:22.701664Z", + "shell.execute_reply": "2023-11-29T23:43:22.701083Z" } }, "outputs": [ @@ -487,10 +487,10 @@ "execution_count": 7, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.141517Z", - "iopub.status.busy": "2023-11-23T20:32:49.141338Z", - "iopub.status.idle": "2023-11-23T20:32:49.148799Z", - "shell.execute_reply": "2023-11-23T20:32:49.148204Z" + "iopub.execute_input": "2023-11-29T23:43:22.703907Z", + "iopub.status.busy": "2023-11-29T23:43:22.703542Z", + "iopub.status.idle": "2023-11-29T23:43:22.710862Z", + "shell.execute_reply": "2023-11-29T23:43:22.710393Z" } }, "outputs": [ @@ -555,10 +555,10 @@ "execution_count": 8, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.150963Z", - "iopub.status.busy": "2023-11-23T20:32:49.150787Z", - "iopub.status.idle": "2023-11-23T20:32:49.157091Z", - "shell.execute_reply": "2023-11-23T20:32:49.156657Z" + "iopub.execute_input": "2023-11-29T23:43:22.713024Z", + "iopub.status.busy": "2023-11-29T23:43:22.712701Z", + "iopub.status.idle": "2023-11-29T23:43:22.718840Z", + "shell.execute_reply": "2023-11-29T23:43:22.718403Z" } }, "outputs": [ @@ -604,10 +604,10 @@ "execution_count": 9, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.159076Z", - "iopub.status.busy": "2023-11-23T20:32:49.158754Z", - "iopub.status.idle": "2023-11-23T20:32:49.423853Z", - "shell.execute_reply": "2023-11-23T20:32:49.423312Z" + "iopub.execute_input": "2023-11-29T23:43:22.720842Z", + "iopub.status.busy": "2023-11-29T23:43:22.720520Z", + "iopub.status.idle": "2023-11-29T23:43:22.995461Z", + "shell.execute_reply": "2023-11-29T23:43:22.994921Z" } }, "outputs": [], @@ -630,10 +630,10 @@ "execution_count": 10, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.426658Z", - "iopub.status.busy": "2023-11-23T20:32:49.426163Z", - "iopub.status.idle": "2023-11-23T20:32:49.432133Z", - "shell.execute_reply": "2023-11-23T20:32:49.431608Z" + "iopub.execute_input": "2023-11-29T23:43:22.998042Z", + "iopub.status.busy": "2023-11-29T23:43:22.997673Z", + "iopub.status.idle": "2023-11-29T23:43:23.003790Z", + "shell.execute_reply": "2023-11-29T23:43:23.003293Z" } }, "outputs": [ @@ -774,10 +774,10 @@ "execution_count": 11, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.434218Z", - "iopub.status.busy": "2023-11-23T20:32:49.433904Z", - "iopub.status.idle": "2023-11-23T20:32:49.437878Z", - "shell.execute_reply": "2023-11-23T20:32:49.437218Z" + "iopub.execute_input": "2023-11-29T23:43:23.005995Z", + "iopub.status.busy": "2023-11-29T23:43:23.005666Z", + "iopub.status.idle": "2023-11-29T23:43:23.009411Z", + "shell.execute_reply": "2023-11-29T23:43:23.008922Z" } }, "outputs": [ @@ -825,10 +825,10 @@ "execution_count": 12, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.440433Z", - "iopub.status.busy": "2023-11-23T20:32:49.440026Z", - "iopub.status.idle": "2023-11-23T20:32:49.445266Z", - "shell.execute_reply": "2023-11-23T20:32:49.444786Z" + "iopub.execute_input": "2023-11-29T23:43:23.011592Z", + "iopub.status.busy": "2023-11-29T23:43:23.011232Z", + "iopub.status.idle": "2023-11-29T23:43:23.016737Z", + "shell.execute_reply": "2023-11-29T23:43:23.016265Z" } }, "outputs": [ @@ -881,10 +881,10 @@ "execution_count": 13, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.447483Z", - "iopub.status.busy": "2023-11-23T20:32:49.447321Z", - "iopub.status.idle": "2023-11-23T20:32:49.450474Z", - "shell.execute_reply": "2023-11-23T20:32:49.449972Z" + "iopub.execute_input": "2023-11-29T23:43:23.018730Z", + "iopub.status.busy": "2023-11-29T23:43:23.018419Z", + "iopub.status.idle": "2023-11-29T23:43:23.021709Z", + "shell.execute_reply": "2023-11-29T23:43:23.021248Z" } }, "outputs": [], @@ -926,10 +926,10 @@ "execution_count": 14, "metadata": { "execution": { - "iopub.execute_input": "2023-11-23T20:32:49.452566Z", - "iopub.status.busy": "2023-11-23T20:32:49.452203Z", - "iopub.status.idle": "2023-11-23T20:32:50.370098Z", - "shell.execute_reply": "2023-11-23T20:32:50.369529Z" + "iopub.execute_input": "2023-11-29T23:43:23.023527Z", + "iopub.status.busy": "2023-11-29T23:43:23.023365Z", + "iopub.status.idle": "2023-11-29T23:43:23.979210Z", + "shell.execute_reply": "2023-11-29T23:43:23.978617Z" } }, "outputs": [ @@ -1915,9 +1915,9 @@ } }, "text/html": [ - "

Top 3 Negative Logit Attribution Heads


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Top 3 Negative Logit Attribution Heads


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Top Middle Heads


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Top Middle Heads


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Top Late Heads


\n", + "

Top Late Heads


\n", "
+

We can now visualize the results, and see that this computation is extremely localised within the model. Initially, the second subject (Mary) token is all that matters (naturally, as it’s the only different token), and all relevant information remains here until heads in layer 7 and 8 move this to the final token where it’s used to predict the indirect object. (Note - the heads are in layer 7 and 8, not 8 and 9, because we patched in the residual stream at the start of each layer)

@@ -715,9 +715,9 @@

Activation Patching on the Indirect Object Identification Task
-
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+

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Available Models
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[53]:
@@ -2247,9 +2247,9 @@ 
Loading Pre-Trained Checkpoints
 
     
                            
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diff --git a/generated/demos/Main_Demo.ipynb b/generated/demos/Main_Demo.ipynb
index 86366a876..344fd7daf 100644
--- a/generated/demos/Main_Demo.ipynb
+++ b/generated/demos/Main_Demo.ipynb
@@ -48,10 +48,10 @@
    "execution_count": 1,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:04.975871Z",
-     "iopub.status.busy": "2023-11-23T20:37:04.975713Z",
-     "iopub.status.idle": "2023-11-23T20:37:04.985628Z",
-     "shell.execute_reply": "2023-11-23T20:37:04.985214Z"
+     "iopub.execute_input": "2023-11-29T23:47:49.022870Z",
+     "iopub.status.busy": "2023-11-29T23:47:49.022406Z",
+     "iopub.status.idle": "2023-11-29T23:47:49.032795Z",
+     "shell.execute_reply": "2023-11-29T23:47:49.032291Z"
     }
    },
    "outputs": [],
@@ -90,10 +90,10 @@
    "execution_count": 2,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:04.987708Z",
-     "iopub.status.busy": "2023-11-23T20:37:04.987305Z",
-     "iopub.status.idle": "2023-11-23T20:37:05.102191Z",
-     "shell.execute_reply": "2023-11-23T20:37:05.101699Z"
+     "iopub.execute_input": "2023-11-29T23:47:49.035158Z",
+     "iopub.status.busy": "2023-11-29T23:47:49.034789Z",
+     "iopub.status.idle": "2023-11-29T23:47:49.159033Z",
+     "shell.execute_reply": "2023-11-29T23:47:49.158391Z"
     }
    },
    "outputs": [
@@ -120,28 +120,28 @@
    "execution_count": 3,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:05.104045Z",
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-     "iopub.status.idle": "2023-11-23T20:37:06.402442Z",
-     "shell.execute_reply": "2023-11-23T20:37:06.401833Z"
+     "iopub.execute_input": "2023-11-29T23:47:49.161335Z",
+     "iopub.status.busy": "2023-11-29T23:47:49.161012Z",
+     "iopub.status.idle": "2023-11-29T23:47:50.553804Z",
+     "shell.execute_reply": "2023-11-29T23:47:50.553279Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/html": [
-       "
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+       "
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        "    "
       ],
       "text/plain": [
-       ""
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@@ -160,10 +160,10 @@
    "execution_count": 4,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:06.404682Z",
-     "iopub.status.busy": "2023-11-23T20:37:06.404321Z",
-     "iopub.status.idle": "2023-11-23T20:37:06.693826Z",
-     "shell.execute_reply": "2023-11-23T20:37:06.693209Z"
+     "iopub.execute_input": "2023-11-29T23:47:50.556179Z",
+     "iopub.status.busy": "2023-11-29T23:47:50.555774Z",
+     "iopub.status.idle": "2023-11-29T23:47:50.858446Z",
+     "shell.execute_reply": "2023-11-29T23:47:50.857800Z"
     }
    },
    "outputs": [],
@@ -185,10 +185,10 @@
    "execution_count": 5,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:06.696393Z",
-     "iopub.status.busy": "2023-11-23T20:37:06.696154Z",
-     "iopub.status.idle": "2023-11-23T20:37:08.075579Z",
-     "shell.execute_reply": "2023-11-23T20:37:08.075082Z"
+     "iopub.execute_input": "2023-11-29T23:47:50.861080Z",
+     "iopub.status.busy": "2023-11-29T23:47:50.860822Z",
+     "iopub.status.idle": "2023-11-29T23:47:52.343813Z",
+     "shell.execute_reply": "2023-11-29T23:47:52.343216Z"
     }
    },
    "outputs": [],
@@ -213,17 +213,17 @@
    "execution_count": 6,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:08.077945Z",
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-     "iopub.status.idle": "2023-11-23T20:37:08.081468Z",
-     "shell.execute_reply": "2023-11-23T20:37:08.081023Z"
+     "iopub.execute_input": "2023-11-29T23:47:52.346285Z",
+     "iopub.status.busy": "2023-11-29T23:47:52.345942Z",
+     "iopub.status.idle": "2023-11-29T23:47:52.349858Z",
+     "shell.execute_reply": "2023-11-29T23:47:52.349285Z"
     }
    },
    "outputs": [
     {
      "data": {
       "text/plain": [
-       ""
+       ""
       ]
      },
      "execution_count": 6,
@@ -247,10 +247,10 @@
    "execution_count": 7,
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-11-23T20:37:08.083446Z",
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-     "shell.execute_reply": "2023-11-23T20:37:08.087195Z"
+     "iopub.execute_input": "2023-11-29T23:47:52.352100Z",
+     "iopub.status.busy": "2023-11-29T23:47:52.351786Z",
+     "iopub.status.idle": "2023-11-29T23:47:52.356309Z",
+     "shell.execute_reply": "2023-11-29T23:47:52.355843Z"
     }
    },
    "outputs": [],
@@ -302,10 +302,10 @@
    "execution_count": 8,
    "metadata": {
     "execution": {
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@@ -318,10 +318,10 @@
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@@ -355,10 +355,10 @@
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@@ -400,10 +400,10 @@
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@@ -441,10 +441,10 @@
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@@ -469,10 +469,10 @@
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@@ -486,18 +486,18 @@
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@@ -553,10 +553,10 @@
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@@ -639,10 +639,10 @@
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@@ -695,17 +695,17 @@
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@@ -762,10 +762,10 @@
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@@ -776,9 +776,9 @@
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@@ -1118,17 +1118,17 @@
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@@ -1142,7 +1142,7 @@
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@@ -1156,7 +1156,7 @@
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@@ -1170,7 +1170,7 @@
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@@ -1184,7 +1184,7 @@
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@@ -1213,10 +1213,10 @@
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-     "shell.execute_reply": "2023-11-23T20:37:35.535235Z"
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+     "shell.execute_reply": "2023-11-29T23:48:21.427577Z"
     }
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    "outputs": [
@@ -1227,9 +1227,9 @@
        "\n",
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