GPT2-Small-OAI-v5-128k-mlp-out-SAEs / benchmark_stats.html
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<table id="T_a780d">
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<tr>
<th class="blank level0" >&nbsp;</th>
<th id="T_a780d_level0_col0" class="col_heading level0 col0" >version</th>
<th id="T_a780d_level0_col1" class="col_heading level0 col1" >d_sae</th>
<th id="T_a780d_level0_col2" class="col_heading level0 col2" >layer</th>
<th id="T_a780d_level0_col3" class="col_heading level0 col3" >kl_div_with_sae</th>
<th id="T_a780d_level0_col4" class="col_heading level0 col4" >kl_div_with_ablation</th>
<th id="T_a780d_level0_col5" class="col_heading level0 col5" >ce_loss_with_sae</th>
<th id="T_a780d_level0_col6" class="col_heading level0 col6" >ce_loss_without_sae</th>
<th id="T_a780d_level0_col7" class="col_heading level0 col7" >ce_loss_with_ablation</th>
<th id="T_a780d_level0_col8" class="col_heading level0 col8" >kl_div_score</th>
<th id="T_a780d_level0_col9" class="col_heading level0 col9" >ce_loss_score</th>
<th id="T_a780d_level0_col10" class="col_heading level0 col10" >l2_norm_in</th>
<th id="T_a780d_level0_col11" class="col_heading level0 col11" >l2_norm_out</th>
<th id="T_a780d_level0_col12" class="col_heading level0 col12" >l2_ratio</th>
<th id="T_a780d_level0_col13" class="col_heading level0 col13" >l0</th>
<th id="T_a780d_level0_col14" class="col_heading level0 col14" >l1</th>
<th id="T_a780d_level0_col15" class="col_heading level0 col15" >explained_variance</th>
<th id="T_a780d_level0_col16" class="col_heading level0 col16" >mse</th>
<th id="T_a780d_level0_col17" class="col_heading level0 col17" >total_tokens_evaluated</th>
<th id="T_a780d_level0_col18" class="col_heading level0 col18" >filepath</th>
</tr>
</thead>
<tbody>
<tr>
<th id="T_a780d_level0_row0" class="row_heading level0 row0" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_0/metrics.json</th>
<td id="T_a780d_row0_col0" class="data row0 col0" >5</td>
<td id="T_a780d_row0_col1" class="data row0 col1" >128</td>
<td id="T_a780d_row0_col2" class="data row0 col2" >0</td>
<td id="T_a780d_row0_col3" class="data row0 col3" >0.002883</td>
<td id="T_a780d_row0_col4" class="data row0 col4" >3.094083</td>
<td id="T_a780d_row0_col5" class="data row0 col5" >3.601894</td>
<td id="T_a780d_row0_col6" class="data row0 col6" >3.599065</td>
<td id="T_a780d_row0_col7" class="data row0 col7" >6.694649</td>
<td id="T_a780d_row0_col8" class="data row0 col8" >0.999068</td>
<td id="T_a780d_row0_col9" class="data row0 col9" >0.999086</td>
<td id="T_a780d_row0_col10" class="data row0 col10" >29.933449</td>
<td id="T_a780d_row0_col11" class="data row0 col11" >29.719198</td>
<td id="T_a780d_row0_col12" class="data row0 col12" >0.993006</td>
<td id="T_a780d_row0_col13" class="data row0 col13" >31.999350</td>
<td id="T_a780d_row0_col14" class="data row0 col14" >61.198639</td>
<td id="T_a780d_row0_col15" class="data row0 col15" >0.977519</td>
<td id="T_a780d_row0_col16" class="data row0 col16" >13.276111</td>
<td id="T_a780d_row0_col17" class="data row0 col17" >6144.000000</td>
<td id="T_a780d_row0_col18" class="data row0 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_0/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row1" class="row_heading level0 row1" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_1/metrics.json</th>
<td id="T_a780d_row1_col0" class="data row1 col0" >5</td>
<td id="T_a780d_row1_col1" class="data row1 col1" >128</td>
<td id="T_a780d_row1_col2" class="data row1 col2" >1</td>
<td id="T_a780d_row1_col3" class="data row1 col3" >0.004242</td>
<td id="T_a780d_row1_col4" class="data row1 col4" >0.051053</td>
<td id="T_a780d_row1_col5" class="data row1 col5" >3.599821</td>
<td id="T_a780d_row1_col6" class="data row1 col6" >3.599065</td>
<td id="T_a780d_row1_col7" class="data row1 col7" >3.652537</td>
<td id="T_a780d_row1_col8" class="data row1 col8" >0.916919</td>
<td id="T_a780d_row1_col9" class="data row1 col9" >0.985857</td>
<td id="T_a780d_row1_col10" class="data row1 col10" >18.973736</td>
<td id="T_a780d_row1_col11" class="data row1 col11" >18.205364</td>
<td id="T_a780d_row1_col12" class="data row1 col12" >0.932765</td>
<td id="T_a780d_row1_col13" class="data row1 col13" >32.000000</td>
<td id="T_a780d_row1_col14" class="data row1 col14" >84.060181</td>
<td id="T_a780d_row1_col15" class="data row1 col15" >0.916917</td>
<td id="T_a780d_row1_col16" class="data row1 col16" >17.682375</td>
<td id="T_a780d_row1_col17" class="data row1 col17" >6144.000000</td>
<td id="T_a780d_row1_col18" class="data row1 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_1/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row2" class="row_heading level0 row2" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_2/metrics.json</th>
<td id="T_a780d_row2_col0" class="data row2 col0" >5</td>
<td id="T_a780d_row2_col1" class="data row2 col1" >128</td>
<td id="T_a780d_row2_col2" class="data row2 col2" >2</td>
<td id="T_a780d_row2_col3" class="data row2 col3" >0.006752</td>
<td id="T_a780d_row2_col4" class="data row2 col4" >0.058747</td>
<td id="T_a780d_row2_col5" class="data row2 col5" >3.602034</td>
<td id="T_a780d_row2_col6" class="data row2 col6" >3.599065</td>
<td id="T_a780d_row2_col7" class="data row2 col7" >3.645913</td>
<td id="T_a780d_row2_col8" class="data row2 col8" >0.885070</td>
<td id="T_a780d_row2_col9" class="data row2 col9" >0.936614</td>
<td id="T_a780d_row2_col10" class="data row2 col10" >49.106537</td>
<td id="T_a780d_row2_col11" class="data row2 col11" >47.976685</td>
<td id="T_a780d_row2_col12" class="data row2 col12" >0.912467</td>
<td id="T_a780d_row2_col13" class="data row2 col13" >31.984375</td>
<td id="T_a780d_row2_col14" class="data row2 col14" >82.676140</td>
<td id="T_a780d_row2_col15" class="data row2 col15" >0.981090</td>
<td id="T_a780d_row2_col16" class="data row2 col16" >28.213791</td>
<td id="T_a780d_row2_col17" class="data row2 col17" >6144.000000</td>
<td id="T_a780d_row2_col18" class="data row2 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_2/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row3" class="row_heading level0 row3" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_3/metrics.json</th>
<td id="T_a780d_row3_col0" class="data row3 col0" >5</td>
<td id="T_a780d_row3_col1" class="data row3 col1" >128</td>
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<td id="T_a780d_row3_col4" class="data row3 col4" >0.070592</td>
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<td id="T_a780d_row3_col8" class="data row3 col8" >0.879137</td>
<td id="T_a780d_row3_col9" class="data row3 col9" >0.854756</td>
<td id="T_a780d_row3_col10" class="data row3 col10" >16.987318</td>
<td id="T_a780d_row3_col11" class="data row3 col11" >15.537837</td>
<td id="T_a780d_row3_col12" class="data row3 col12" >0.899518</td>
<td id="T_a780d_row3_col13" class="data row3 col13" >31.905111</td>
<td id="T_a780d_row3_col14" class="data row3 col14" >81.886444</td>
<td id="T_a780d_row3_col15" class="data row3 col15" >0.827494</td>
<td id="T_a780d_row3_col16" class="data row3 col16" >38.814980</td>
<td id="T_a780d_row3_col17" class="data row3 col17" >6144.000000</td>
<td id="T_a780d_row3_col18" class="data row3 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_3/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row4" class="row_heading level0 row4" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_4/metrics.json</th>
<td id="T_a780d_row4_col0" class="data row4 col0" >5</td>
<td id="T_a780d_row4_col1" class="data row4 col1" >128</td>
<td id="T_a780d_row4_col2" class="data row4 col2" >4</td>
<td id="T_a780d_row4_col3" class="data row4 col3" >0.010456</td>
<td id="T_a780d_row4_col4" class="data row4 col4" >0.063325</td>
<td id="T_a780d_row4_col5" class="data row4 col5" >3.611892</td>
<td id="T_a780d_row4_col6" class="data row4 col6" >3.599065</td>
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<td id="T_a780d_row4_col8" class="data row4 col8" >0.834885</td>
<td id="T_a780d_row4_col9" class="data row4 col9" >0.789762</td>
<td id="T_a780d_row4_col10" class="data row4 col10" >17.251986</td>
<td id="T_a780d_row4_col11" class="data row4 col11" >15.434065</td>
<td id="T_a780d_row4_col12" class="data row4 col12" >0.879446</td>
<td id="T_a780d_row4_col13" class="data row4 col13" >31.984375</td>
<td id="T_a780d_row4_col14" class="data row4 col14" >78.371658</td>
<td id="T_a780d_row4_col15" class="data row4 col15" >0.780778</td>
<td id="T_a780d_row4_col16" class="data row4 col16" >50.818203</td>
<td id="T_a780d_row4_col17" class="data row4 col17" >6144.000000</td>
<td id="T_a780d_row4_col18" class="data row4 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_4/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row5" class="row_heading level0 row5" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_5/metrics.json</th>
<td id="T_a780d_row5_col0" class="data row5 col0" >5</td>
<td id="T_a780d_row5_col1" class="data row5 col1" >128</td>
<td id="T_a780d_row5_col2" class="data row5 col2" >5</td>
<td id="T_a780d_row5_col3" class="data row5 col3" >0.011618</td>
<td id="T_a780d_row5_col4" class="data row5 col4" >0.068505</td>
<td id="T_a780d_row5_col5" class="data row5 col5" >3.609259</td>
<td id="T_a780d_row5_col6" class="data row5 col6" >3.599065</td>
<td id="T_a780d_row5_col7" class="data row5 col7" >3.669386</td>
<td id="T_a780d_row5_col8" class="data row5 col8" >0.830411</td>
<td id="T_a780d_row5_col9" class="data row5 col9" >0.855026</td>
<td id="T_a780d_row5_col10" class="data row5 col10" >18.888968</td>
<td id="T_a780d_row5_col11" class="data row5 col11" >16.669851</td>
<td id="T_a780d_row5_col12" class="data row5 col12" >0.873767</td>
<td id="T_a780d_row5_col13" class="data row5 col13" >31.983725</td>
<td id="T_a780d_row5_col14" class="data row5 col14" >77.139160</td>
<td id="T_a780d_row5_col15" class="data row5 col15" >0.765372</td>
<td id="T_a780d_row5_col16" class="data row5 col16" >71.502914</td>
<td id="T_a780d_row5_col17" class="data row5 col17" >6144.000000</td>
<td id="T_a780d_row5_col18" class="data row5 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_5/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row6" class="row_heading level0 row6" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_6/metrics.json</th>
<td id="T_a780d_row6_col0" class="data row6 col0" >5</td>
<td id="T_a780d_row6_col1" class="data row6 col1" >128</td>
<td id="T_a780d_row6_col2" class="data row6 col2" >6</td>
<td id="T_a780d_row6_col3" class="data row6 col3" >0.014023</td>
<td id="T_a780d_row6_col4" class="data row6 col4" >0.075694</td>
<td id="T_a780d_row6_col5" class="data row6 col5" >3.614241</td>
<td id="T_a780d_row6_col6" class="data row6 col6" >3.599065</td>
<td id="T_a780d_row6_col7" class="data row6 col7" >3.676516</td>
<td id="T_a780d_row6_col8" class="data row6 col8" >0.814737</td>
<td id="T_a780d_row6_col9" class="data row6 col9" >0.804058</td>
<td id="T_a780d_row6_col10" class="data row6 col10" >21.466564</td>
<td id="T_a780d_row6_col11" class="data row6 col11" >18.890602</td>
<td id="T_a780d_row6_col12" class="data row6 col12" >0.875795</td>
<td id="T_a780d_row6_col13" class="data row6 col13" >31.998373</td>
<td id="T_a780d_row6_col14" class="data row6 col14" >74.617645</td>
<td id="T_a780d_row6_col15" class="data row6 col15" >0.754052</td>
<td id="T_a780d_row6_col16" class="data row6 col16" >97.221252</td>
<td id="T_a780d_row6_col17" class="data row6 col17" >6144.000000</td>
<td id="T_a780d_row6_col18" class="data row6 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_6/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row7" class="row_heading level0 row7" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_7/metrics.json</th>
<td id="T_a780d_row7_col0" class="data row7 col0" >5</td>
<td id="T_a780d_row7_col1" class="data row7 col1" >128</td>
<td id="T_a780d_row7_col2" class="data row7 col2" >7</td>
<td id="T_a780d_row7_col3" class="data row7 col3" >0.014005</td>
<td id="T_a780d_row7_col4" class="data row7 col4" >0.080486</td>
<td id="T_a780d_row7_col5" class="data row7 col5" >3.609832</td>
<td id="T_a780d_row7_col6" class="data row7 col6" >3.599065</td>
<td id="T_a780d_row7_col7" class="data row7 col7" >3.672712</td>
<td id="T_a780d_row7_col8" class="data row7 col8" >0.825992</td>
<td id="T_a780d_row7_col9" class="data row7 col9" >0.853803</td>
<td id="T_a780d_row7_col10" class="data row7 col10" >25.444439</td>
<td id="T_a780d_row7_col11" class="data row7 col11" >22.559195</td>
<td id="T_a780d_row7_col12" class="data row7 col12" >0.884380</td>
<td id="T_a780d_row7_col13" class="data row7 col13" >31.997885</td>
<td id="T_a780d_row7_col14" class="data row7 col14" >72.551300</td>
<td id="T_a780d_row7_col15" class="data row7 col15" >0.764806</td>
<td id="T_a780d_row7_col16" class="data row7 col16" >130.780823</td>
<td id="T_a780d_row7_col17" class="data row7 col17" >6144.000000</td>
<td id="T_a780d_row7_col18" class="data row7 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_7/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row8" class="row_heading level0 row8" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_8/metrics.json</th>
<td id="T_a780d_row8_col0" class="data row8 col0" >5</td>
<td id="T_a780d_row8_col1" class="data row8 col1" >128</td>
<td id="T_a780d_row8_col2" class="data row8 col2" >8</td>
<td id="T_a780d_row8_col3" class="data row8 col3" >0.014951</td>
<td id="T_a780d_row8_col4" class="data row8 col4" >0.087324</td>
<td id="T_a780d_row8_col5" class="data row8 col5" >3.615898</td>
<td id="T_a780d_row8_col6" class="data row8 col6" >3.599065</td>
<td id="T_a780d_row8_col7" class="data row8 col7" >3.680337</td>
<td id="T_a780d_row8_col8" class="data row8 col8" >0.828790</td>
<td id="T_a780d_row8_col9" class="data row8 col9" >0.792874</td>
<td id="T_a780d_row8_col10" class="data row8 col10" >30.250225</td>
<td id="T_a780d_row8_col11" class="data row8 col11" >26.934555</td>
<td id="T_a780d_row8_col12" class="data row8 col12" >0.888432</td>
<td id="T_a780d_row8_col13" class="data row8 col13" >31.996908</td>
<td id="T_a780d_row8_col14" class="data row8 col14" >72.559128</td>
<td id="T_a780d_row8_col15" class="data row8 col15" >0.768030</td>
<td id="T_a780d_row8_col16" class="data row8 col16" >183.634979</td>
<td id="T_a780d_row8_col17" class="data row8 col17" >6144.000000</td>
<td id="T_a780d_row8_col18" class="data row8 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_8/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row9" class="row_heading level0 row9" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_9/metrics.json</th>
<td id="T_a780d_row9_col0" class="data row9 col0" >5</td>
<td id="T_a780d_row9_col1" class="data row9 col1" >128</td>
<td id="T_a780d_row9_col2" class="data row9 col2" >9</td>
<td id="T_a780d_row9_col3" class="data row9 col3" >0.015919</td>
<td id="T_a780d_row9_col4" class="data row9 col4" >0.097589</td>
<td id="T_a780d_row9_col5" class="data row9 col5" >3.615844</td>
<td id="T_a780d_row9_col6" class="data row9 col6" >3.599065</td>
<td id="T_a780d_row9_col7" class="data row9 col7" >3.696245</td>
<td id="T_a780d_row9_col8" class="data row9 col8" >0.836876</td>
<td id="T_a780d_row9_col9" class="data row9 col9" >0.827333</td>
<td id="T_a780d_row9_col10" class="data row9 col10" >40.192413</td>
<td id="T_a780d_row9_col11" class="data row9 col11" >36.576889</td>
<td id="T_a780d_row9_col12" class="data row9 col12" >0.905792</td>
<td id="T_a780d_row9_col13" class="data row9 col13" >32.000000</td>
<td id="T_a780d_row9_col14" class="data row9 col14" >68.976295</td>
<td id="T_a780d_row9_col15" class="data row9 col15" >0.782096</td>
<td id="T_a780d_row9_col16" class="data row9 col16" >267.216095</td>
<td id="T_a780d_row9_col17" class="data row9 col17" >6144.000000</td>
<td id="T_a780d_row9_col18" class="data row9 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_9/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row10" class="row_heading level0 row10" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_10/metrics.json</th>
<td id="T_a780d_row10_col0" class="data row10 col0" >5</td>
<td id="T_a780d_row10_col1" class="data row10 col1" >128</td>
<td id="T_a780d_row10_col2" class="data row10 col2" >10</td>
<td id="T_a780d_row10_col3" class="data row10 col3" >0.019077</td>
<td id="T_a780d_row10_col4" class="data row10 col4" >0.126748</td>
<td id="T_a780d_row10_col5" class="data row10 col5" >3.616906</td>
<td id="T_a780d_row10_col6" class="data row10 col6" >3.599065</td>
<td id="T_a780d_row10_col7" class="data row10 col7" >3.708984</td>
<td id="T_a780d_row10_col8" class="data row10 col8" >0.849488</td>
<td id="T_a780d_row10_col9" class="data row10 col9" >0.837687</td>
<td id="T_a780d_row10_col10" class="data row10 col10" >81.756828</td>
<td id="T_a780d_row10_col11" class="data row10 col11" >78.834885</td>
<td id="T_a780d_row10_col12" class="data row10 col12" >0.960933</td>
<td id="T_a780d_row10_col13" class="data row10 col13" >32.000000</td>
<td id="T_a780d_row10_col14" class="data row10 col14" >48.323631</td>
<td id="T_a780d_row10_col15" class="data row10 col15" >0.819787</td>
<td id="T_a780d_row10_col16" class="data row10 col16" >443.108887</td>
<td id="T_a780d_row10_col17" class="data row10 col17" >6144.000000</td>
<td id="T_a780d_row10_col18" class="data row10 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_10/metrics.json</td>
</tr>
<tr>
<th id="T_a780d_level0_row11" class="row_heading level0 row11" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_11/metrics.json</th>
<td id="T_a780d_row11_col0" class="data row11 col0" >5</td>
<td id="T_a780d_row11_col1" class="data row11 col1" >128</td>
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<td id="T_a780d_row11_col4" class="data row11 col4" >0.173841</td>
<td id="T_a780d_row11_col5" class="data row11 col5" >3.620230</td>
<td id="T_a780d_row11_col6" class="data row11 col6" >3.599065</td>
<td id="T_a780d_row11_col7" class="data row11 col7" >3.783318</td>
<td id="T_a780d_row11_col8" class="data row11 col8" >0.861531</td>
<td id="T_a780d_row11_col9" class="data row11 col9" >0.885130</td>
<td id="T_a780d_row11_col10" class="data row11 col10" >92.906296</td>
<td id="T_a780d_row11_col11" class="data row11 col11" >88.290031</td>
<td id="T_a780d_row11_col12" class="data row11 col12" >0.932119</td>
<td id="T_a780d_row11_col13" class="data row11 col13" >32.000000</td>
<td id="T_a780d_row11_col14" class="data row11 col14" >71.255219</td>
<td id="T_a780d_row11_col15" class="data row11 col15" >0.861334</td>
<td id="T_a780d_row11_col16" class="data row11 col16" >635.459473</td>
<td id="T_a780d_row11_col17" class="data row11 col17" >6144.000000</td>
<td id="T_a780d_row11_col18" class="data row11 col18" >OAI_GPT2Small_v5_128k_resid_delta_mlp/v5_128k_layer_11/metrics.json</td>
</tr>
</tbody>
</table>