From 76b2b436be7d35e30189b80b8e67e7f1c5f2115a Mon Sep 17 00:00:00 2001 From: "Lennart J. Kurzweg (Nx2)" Date: Fri, 27 Sep 2024 21:34:21 +0200 Subject: [PATCH] mc --- .gitignore | 2 +- assets/NewCM10-Regular.otf | Bin 0 -> 569888 bytes libs/run_tests.py | 2 +- libs/tools.py | 5 +- suite_settings/__init__.py | 0 suite_settings/models.py | 4 +- suite_settings/tests.py | 21 +- visualize.py | 396 ++++++++++++++++++++++++++----------- 8 files changed, 297 insertions(+), 133 deletions(-) create mode 100644 assets/NewCM10-Regular.otf create mode 100644 suite_settings/__init__.py diff --git a/.gitignore b/.gitignore index 616aa5c..8d3ac50 100644 --- a/.gitignore +++ b/.gitignore @@ -3,5 +3,5 @@ .direnv .vscode saved_results.json -*.png +*.eps diff --git a/assets/NewCM10-Regular.otf b/assets/NewCM10-Regular.otf new file mode 100644 index 0000000000000000000000000000000000000000..cc799468995f4bef3de1c4a9ea9cc5637e3634b8 GIT binary patch literal 569888 zcmeYd3Grv(WoTevW(aV0b5qd%w*E8&gZv2wb|F4@7gslFMz!kT%c1H17a1_lWSU&j!See4s@GjLS+Ffg#R`3LJ8W!_%C 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0000000..e69de29 diff --git a/suite_settings/models.py b/suite_settings/models.py index 18bebb9..959ed2b 100644 --- a/suite_settings/models.py +++ b/suite_settings/models.py @@ -29,6 +29,6 @@ models = { 295: Model( display_name="Qwen2 7b", identifier="qwen2:7b", supports_tools=False, parameter_count_in_b=7 ), 655: Model( display_name="Qwen2 72b", identifier="qwen2:72b", supports_tools=False, parameter_count_in_b=72 ), 780: Model( display_name="Hermes3 8b", identifier="hermes3:8b", supports_tools=True, parameter_count_in_b=8 ), - 68: Model( display_name="Aya 8b", identifier="aya:8b", supports_tools=False, parameter_count_in_b=8 ), - 397: Model( display_name="Aya 35b", identifier="aya:35b", supports_tools=False, parameter_count_in_b=35 ), + 68: Model( display_name="Aya 8b", identifier="aya:8b", supports_tools=False, parameter_count_in_b=8 ), + 397: Model( display_name="Aya 35b", identifier="aya:35b", supports_tools=False, parameter_count_in_b=35 ), } diff --git a/suite_settings/tests.py b/suite_settings/tests.py index b67c731..6f8838d 100644 --- a/suite_settings/tests.py +++ b/suite_settings/tests.py @@ -33,10 +33,7 @@ tests = { "tools": {"add": add, "multiply": multiply}, }, validator=regex_match_any, - validation_input={ - "patterns": ["33549659245", "33,549,659,245", "33.549.659.245"] - # "patterns": ["3[,\. ]?3[,\. ]?5[,\. ]?4[,\. ]?9[,\. ]?6[,\. ]?5[,\. ]?9[,\. ]?2[,\. ]?4[,\. ]?5"] # Would accept 3.354.965.9245 - }, + validation_input={"patterns": ["33549659245", "33,549,659,245", "33.549.659.245"]}, ), 120: Test( name="Complex Multiplication", @@ -47,10 +44,10 @@ tests = { "tools": {"add": add, "multiply": multiply}, }, validator=regex_match_any, - validation_input={"patterns": ["6134205", "6.134.205", "6,134,205"]}, + validation_input={"patterns": ["6134205", "6,134,205"]}, ), 363: Test( - name="Complex Multiplication Python", + name="Python Remainder", runnable=one_tool_call_answer, runnable_input={ "system_msg": 'You are a helpful assistant.', @@ -58,9 +55,7 @@ tests = { "tools": { "save_python_repl": save_python_repl }, }, validator=regex_match_any, - validation_input={ - "patterns": [ "236", "two ?hundred and thirty ?six", "two ?hundred thirty ?six" ] - } + validation_input={"patterns": [ "236", "two ?hundred and thirty ?six", "two ?hundred thirty ?six" ]} ), 283: Test( name="Notes from last Saturday", @@ -96,7 +91,7 @@ tests = { validator=system_human_answer_match, validation_input={ "criteria": dedent("""- containing the information that the Human should call Wolfgang - - just one single conversational answer, without any AI fragments (A/B versions, "end of message" parts, unfitting discalimers or notes, what specific tool was used to get the answer, etc.)""") + - just one single conversational answer, without any AI fragments (A/B versions, "end of message" parts, unfitting discalimers or notes, what specific tool was used to get the answer, etc.)""") }, ), 856: Test( @@ -113,11 +108,11 @@ tests = { AIMessage("I'm afraid I cannot be of great help, since I obviously know charlotte way less than you, but last year you two went out to Cavalinons and you got her a rose necklace as a present. And she liked it. So maybe a pair of earrings would be something she'd like?", name="example_assistant"), HumanMessage("Did I write down anything yesterday or the day before that?"), - AIMessage( "", tool_calls=[{"name": "get_current_date_and_time", "args": {}, "id": "21"}]), + AIMessage("", tool_calls=[{"name": "get_current_date_and_time", "args": {}, "id": "21"}]), ToolMessage("Wednesday the 7th of August 2024 16:23", tool_call_id="21"), - AIMessage( "", tool_calls=[ { "name": "get_notes_in_timespan", "args": {"begin": "2024/08/05", "to": "2024/08/06"}, "id": "22"}]), + AIMessage("", tool_calls=[ { "name": "get_notes_in_timespan", "args": {"begin": "2024/08/05", "to": "2024/08/06"}, "id": "22"}]), ToolMessage( "2024/08/05 11:45 Ask Dr. Mills about the side effects of the new medication he got me.\n\n2024/08/06 18:30 Pick up the dry cleaning on Thursday; they close early on Fridays.", tool_call_id="22"), - AIMessage( "Yes. I found two entries.\n- From yesterday stating that you wanted to pickup the dry cleaning on Thursday, because they close early on Fridays\n- From Monday a note saying that you want to ask Dr. Mills about the side effects of the new medication he got you.", name="example_assistant"), + AIMessage("Yes. I found two entries.\n- From yesterday stating that you wanted to pickup the dry cleaning on Thursday, because they close early on Fridays\n- From Monday a note saying that you want to ask Dr. Mills about the side effects of the new medication he got you.", name="example_assistant"), ], "human_msg": "Last Saturday, who did grandma want me to call?", "tools": { diff --git a/visualize.py b/visualize.py index bc85598..5a0bf80 100644 --- a/visualize.py +++ b/visualize.py @@ -1,142 +1,310 @@ +from typing import Callable, Optional import json import matplotlib.pyplot as plt import pandas as pd import seaborn as sns +import numpy as np from suite_settings.models import models from suite_settings.techniques import techniques -from suite_settings.tests import tests - -# Load the JSON data -with open('saved_results.json', 'r') as f: - data = json.load(f) - -# Convert JSON data into a DataFrame -results = [] -for test_hash, test_data in data.items(): - results.append({ - "hash": test_hash, - "model_name": models[test_data['model_id']].display_name, - "model_size": models[test_data['model_id']].parameter_count_in_b, - "technique_name": techniques[test_data['technique_id']].name, - "model_technique": f"{models[test_data['model_id']].display_name}:{ techniques[test_data['technique_id']].name}", - "seed": test_data['seed'], - "test_name": tests[test_data['test_id']].name, - "validation": test_data['validation'] - }) - -df = pd.DataFrame(results) +from suite_settings.tests import tests - -df['technique_name'] = pd.Categorical(df['technique_name'], categories=[techniques[1].name, techniques[572].name, techniques[903].name],ordered=True) -df['test_name'] = pd.Categorical(df['test_name'], categories=[tests[607].name, tests[693].name, tests[363].name, tests[120].name, tests[283].name, tests[260].name, tests[856].name],ordered=True) -sorted_df = df.sort_values('model_size') - -# Perform the groupby and unstack operation -result_df = ( - sorted_df.groupby(['model_name', 'validation']).size() - .unstack(fill_value=0) # Unstack and fill NaN with 0 -) - -## 1st Chart -# Count the number of validation results for each technique_name -validation_counts = result_df.loc[sorted_df['model_name'].drop_duplicates()] -validation_counts.columns = ['Failed', 'Passed'] - -# Plot the validation results by technique_name -plt.figure(figsize=(10, 6)) -validation_counts.plot(kind='bar', stacked=True, color=['red', 'green'], ax=plt.gca()) -plt.title('Validation Results by Model and Technique') -plt.xlabel('Model and Technique') -plt.ylabel('Number of Tests') -plt.xticks(rotation=45, ha='right') -plt.legend(title='Validation') -plt.tight_layout() -plt.savefig('model-bar-chart.png') +FONT_FAMILY = "NewComputerModern08" +def get_df() -> pd.DataFrame: + with open('saved_results.json', 'r') as f: + data = json.load(f) + raw_data = [] + for test_hash, test_data in data.items(): + raw_data.append({ + "hash": test_hash, + "model_name": models[test_data['model_id']].display_name, + "model_size": models[test_data['model_id']].parameter_count_in_b, + "technique_name": techniques[test_data['technique_id']].name, + "model_technique": f"{models[test_data['model_id']].display_name}:{ techniques[test_data['technique_id']].name}", + "seed": test_data['seed'], + "test_name": tests[test_data['test_id']].name, + "validation": test_data['validation'] + }) + + df = pd.DataFrame(raw_data) + + # Categorical ordering for 'technique_name' + df['technique_name'] = pd.Categorical( + df['technique_name'], + categories=[ + techniques[1].name, + techniques[572].name, + techniques[903].name + ], + ordered=True + ) + + # Categorical ordering for 'test_name' + df['test_name'] = pd.Categorical( + df['test_name'], + categories=[ + tests[693].name, + tests[363].name, + tests[120].name, + tests[283].name, + tests[260].name, + tests[856].name + ], + ordered=True + ) + + # Sort by model_size first, then alphabetically by model_name + sorted_df = df.sort_values(['model_size', 'model_name'], ascending=[True, True]) + + return sorted_df +def insert_average_models(pt: pd.DataFrame, df: pd.DataFrame, pivot: int) -> pd.DataFrame: + # Use the df's model_size for calculations + model_sizes = df.groupby('model_technique')['model_size'].first() + + # Split the pivot table into two groups based on model size + up_to_pivot = pt.index[model_sizes.loc[pt.index] <= pivot] + above_pivot = pt.index[model_sizes.loc[pt.index] > pivot] + + # Calculate average pass rate for models up to and including 10B + avg_up_to_pivot = pt.loc[up_to_pivot].mean() + + # Find the last model with exactly 10B parameters + last_pivot_model_index = up_to_pivot[up_to_pivot.shape[0]-1] + + # Reindex the pivot table to insert the new row after the last 10B model + new_index = list(pt.index) + last_10b_position = new_index.index(last_pivot_model_index) + + # Insert the row "Average up to 10B" right after the last 10B model + new_index.insert(last_10b_position+1, f"Average up to {pivot}b") + pt = pt.reindex(new_index) + + # Set the values for the "Average up to 10B" row + pt.loc[f"Average up to {pivot}b"] = avg_up_to_pivot + + # Calculate the average pass rate for models larger than 10B + avg_above_pivot = pt.loc[above_pivot].mean() + # Add a new row for the average of models larger than 10B at the end + pt.loc[f"Average above {pivot}b"] = avg_above_pivot + + # Calculate the average pass rate for models larger than 10B + avg_total = pt.loc[pt.index].mean() + # Add a new row for the average of models larger than 10B at the end + pt.loc["Average Total"] = avg_total + return pt + +def insert_average_test_y(pt: pd.DataFrame, df: pd.DataFrame) -> pd.DataFrame: + avg = pt.loc[pt.index].mean() + pt.loc["Average"] = avg + return pt + +def insert_average_test_x(pt: pd.DataFrame, df: pd.DataFrame) -> pd.DataFrame: + avg = pt.mean(axis=1) + pt["Average"] = avg + return pt + +def insert_average_technique(pt: pd.DataFrame, df: pd.DataFrame) -> pd.DataFrame: + avg = pt.mean(axis=1) # Calculate the average across columns (axis=1) + pt['Average'] = avg # Insert the average as a new column + return pt + +UNFITTING = [ + 903, # tinyllama + 404, # llama3 groq TU + 120, # llama3 groq TU 70b + 890 # Command R+ +] + +def remove_unfitting(df: pd.DataFrame) -> pd.DataFrame: + if len(UNFITTING) > 0: + dff = df.loc[df['model_name'] != models[UNFITTING[0]].display_name] + if len(UNFITTING) > 1: + for id in UNFITTING[1:]: + dff = dff.loc[dff['model_name'] != models[id].display_name] + return dff + return df + +def trendline(df: pd.DataFrame) -> None: + # Step 1: Calculate pass rate for each model size + # Group by 'model_size' and calculate the percentage of runs validated as correct + df['validation'] = df['validation'].astype(int) # Convert validation boolean to 1/0 + pass_rate_df = df.groupby('model_size').agg( + pass_rate=('validation', 'mean') # Mean gives us the percentage of correct validations + ).reset_index() + + # Step 2: Plotting + plt.figure(figsize=(10, 6)) + plt.scatter(pass_rate_df['model_size'], pass_rate_df['pass_rate'] * 100, label='Pass Rate (%)', color='blue') + + # Fit a trendline + z = np.polyfit(pass_rate_df['model_size'], pass_rate_df['pass_rate'] * 100, 1) # Linear trendline + p = np.poly1d(z) + plt.plot(pass_rate_df['model_size'], p(pass_rate_df['model_size']), color='red', label='Trendline') + + # Set font for axis tick labels + font_properties = {'fontname': FONT_FAMILY, 'fontsize': 12} + plt.xticks(**font_properties) + plt.yticks(**font_properties) + + # Step 3: Customize plot + plt.title('Model Size vs Pass Rate', font=FONT_FAMILY) + plt.xlabel('Model Size (in billions of parameters)', font=FONT_FAMILY) + plt.ylabel('Pass Rate (%)', font=FONT_FAMILY) + plt.grid(True) + plt.legend(prop={'family': FONT_FAMILY}) + + # Save the plot + plt.savefig('size-trendline.eps', format='eps', dpi=1200) + + +def heatmap_models_plus_techniues(df: pd.DataFrame, color: str, title: Optional[str]= None, get_weight: Optional[Callable]= None) -> None: + ordered_techniques = df['model_technique'].unique() + pt = pd.pivot_table( + df, + values='validation', + index='model_technique', + columns='test_name', + observed=False, + aggfunc="mean", + fill_value=0 + ) + + pt = pt.loc[ordered_techniques] + + if get_weight: + def get_model_size_by_name(name: str) -> float: + for id in models: + if name == models[id].display_name: + return models[id].parameter_count_in_b + raise IndexError(f"Model {name} not found in models.") + + for (index, row) in pt.iterrows(): + pt.loc[index] = row * get_weight([ get_model_size_by_name(index.split(":")[0]) ]) + + pt = insert_average_models(pt=pt, df=df, pivot=10) + pt = insert_average_test_x(pt=pt, df=df) + plt.figure(figsize=(8, 12)) + + sns.heatmap( + pt * 100, + annot=True, + fmt=".0f" if pt.tail(1)['Average'].item() > 0.1 else ".1f", + cmap=sns.color_palette(color, as_cmap=True), + cbar=True, + annot_kws={"size": 10, "fontname": FONT_FAMILY} + ) -## 2nd Chart -# Plot the validation results by test name -test_name_counts = df.groupby(['test_name', 'validation']).size().unstack().fillna(0) -test_name_counts.columns = ['Failed', 'Passed'] + # Update the annotations to display percentages + for text in plt.gca().texts: + o = text.get_text() + text.set_text(f"{o if o != '0.0' else '0'}{'%' if not title else ''}") + text.set_fontname(FONT_FAMILY) -plt.figure(figsize=(10, 6)) -test_name_counts.plot(kind='barh', stacked=True, color=['red', 'green'], ax=plt.gca()) -plt.title('Validation Results by Test Name') -plt.xlabel('Number of Tests') -plt.ylabel('Test Name') -plt.legend(title='Validation') -plt.tight_layout() -plt.savefig('test-bar-chart.png') + for text in plt.gca().yaxis.get_ticklabels(): + if 'average' in text.get_text().lower(): + text.set_color('red') + text.set_fontname(FONT_FAMILY) + + for text in plt.gca().xaxis.get_ticklabels(): + if 'average' in text.get_text().lower(): + text.set_color('red') + text.set_fontname(FONT_FAMILY) + + # Set fonts for titles, labels, and tick labels + plt.title(f'Model+Technique Performance{"" if not title else ": " + title + "adjsuted"}', fontsize=16, fontname=FONT_FAMILY) + plt.xlabel('Test Name', fontsize=14, fontname=FONT_FAMILY) + plt.ylabel('Model and Technique', fontsize=14, fontname=FONT_FAMILY) + + plt.xticks(rotation=45, ha='right', fontname=FONT_FAMILY) + plt.yticks(fontname=FONT_FAMILY) + + plt.tight_layout() + plt.savefig(f"modeles-plus-techniques-heatmap{'' if not title else '-' + title.lower()}.eps", format='eps', dpi=1200) +def heatmap_techniques(df: pd.DataFrame, color: str, title: Optional[str]= None, get_weight: Optional[Callable]= None) -> None: + pt = pd.pivot_table( + df, + values='validation', + index='test_name', + observed=False, + columns='technique_name', + aggfunc="mean", + fill_value=0 + ) + if get_weight: + native = [ models[m].parameter_count_in_b for m in models if models[m].supports_tools ] + artificial = [ models[m].parameter_count_in_b for m in models if not models[m].supports_tools ] + weight_native = get_weight(native) + weight_artificial = get_weight(artificial) + pt['Native'] = pt['Native'] * weight_native + pt['LSM'] = pt['LSM'] * weight_artificial + pt['T2S'] = pt['T2S'] * weight_artificial -sorted_df = df.sort_values('model_size' ) + pt = insert_average_test_y(pt=pt, df=df) + pt = insert_average_technique(pt=pt, df=df) + + plt.figure(figsize=(8, 4)) + + sns.heatmap( + pt * 100, + annot=True, + fmt=".0f" if pt.tail(1)['Average'].item() > 0.2 else ".1f", + cmap=sns.color_palette(color, as_cmap=True), + cbar=True, + annot_kws={"size": 10, "fontname": FONT_FAMILY} + ) -# Get the unique order of 'model_technique' based on sorted_df -ordered_techniques = sorted_df['model_technique'].unique() + # Add percentage sign to annotations + for text in plt.gca().texts: + o = text.get_text() + text.set_text(f"{o if o != '0.0' else '0'}{'%' if not title else ''}") + text.set_fontname(FONT_FAMILY) -# Create the pivot table with the correct order of model_technique -pass_rate = pd.pivot_table( - sorted_df, - values='validation', - index='model_technique', - columns='test_name', - aggfunc="mean", - fill_value=0 -) + for text in plt.gca().yaxis.get_ticklabels(): + if 'average' in text.get_text().lower(): + text.set_color('red') + text.set_fontname(FONT_FAMILY) + + for text in plt.gca().xaxis.get_ticklabels(): + if 'average' in text.get_text().lower(): + text.set_color('red') + text.set_fontname(FONT_FAMILY) + + # Customize the plot with labels and a title + plt.title(f"Technique Performance{'' if not title else ': ' + title + ' adjusted'}", fontsize=16, fontname=FONT_FAMILY) + plt.ylabel('Test Name', fontsize=14, fontname=FONT_FAMILY) + plt.xlabel('Technique', fontsize=14, fontname=FONT_FAMILY) -# Reorder the rows in the pivot table based on the ordered techniques -pass_rate = pass_rate.loc[ordered_techniques] + plt.xticks(rotation=0, fontname=FONT_FAMILY) + plt.yticks(fontname=FONT_FAMILY) -# Plot the heatmap -plt.figure(figsize=(8, 12)) -sns.heatmap( - pass_rate * 100, - annot=True, - fmt=".0f", - cmap=sns.color_palette("blend:#100,#255,#4a3", as_cmap=True), - cbar=True, - annot_kws={"size": 10} -) -# Add percentage sign to annotations -for text in plt.gca().texts: - text.set_text(f"{text.get_text()}%") - -# Customize the plot with labels and a title -plt.title('Model Technique Performance on Each Test', fontsize=16) -plt.xlabel('Test Name', fontsize=14) -plt.ylabel('Model and Technique', fontsize=14) - -# Rotate x-axis labels by 45 degrees -plt.xticks(rotation=45, ha='right') - -# Adjust layout to ensure labels don't get cut off -plt.tight_layout() - -# Save the heatmap -plt.savefig('modelTechnique_heatmap.png') + plt.tight_layout() + plt.savefig(f"techniques-heatmap{'' if not title else '-' + title.lower()}.eps", format='eps', dpi=1200) -## 4th Chart: Technique Performance on Each Test (Aggregated Heatmap) -technique_pass_rate = pd.pivot_table(sorted_df, values='validation', index='test_name', columns='technique_name', aggfunc="mean", fill_value=0) -plt.figure(figsize=(8, 4)) -sns.heatmap(technique_pass_rate*100, annot=True, fmt=".0f", cmap=sns.color_palette("blend:#100,#255,#4a3", as_cmap=True), cbar=True, annot_kws={"size": 10}) +def size(sizes: list[float]) -> float: + return 100/(sum(sizes) / len(sizes)) -# Add percentage sign to annotations -for text in plt.gca().texts: - text.set_text(f"{text.get_text()}%") +def performance(sizes: list[float]) -> float: + weights_list = [ 1/np.log(x+1) for x in sizes ] + weight = sum(weights_list) / len(weights_list) + return weight -# Customize the plot with labels and a title -plt.title('Technique Performance on Each Test', fontsize=16) -plt.ylabel('Test Name', fontsize=14) -plt.xlabel('Technique', fontsize=14) -plt.xticks(rotation=0) -plt.tight_layout() -plt.savefig('technique_heatmap.png') +if __name__ == "__main__": + df = get_df() + dff = remove_unfitting(df) + trendline(dff.copy()) + heatmap_models_plus_techniues(df.copy(), color="blend:#100,#255,#4a3") + heatmap_models_plus_techniues(df.copy(), color="blend:#100,#236,#44a,#a4d,#fff,#ffc,#ffa,#ff7,#ff4,#ff0,#af0,#7f0,#3f0,#0f0", title="Size", get_weight=size) + heatmap_models_plus_techniues(df.copy(), color="blend:#100,#d44,#dc2,#dcc,#cff", title="Performance", get_weight=performance) + heatmap_techniques(df=dff.copy(), color="blend:#100,#255,#4a3") + heatmap_techniques(df=dff.copy(), color="blend:#100,#236,#44a,#a4d", title="Size", get_weight=size) + heatmap_techniques(df=dff.copy(), color="blend:#100,#d44,#dc2", title="Performance", get_weight=performance)