LLM Search

This a project for teaching LLMs search similar to Logical programming.

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
data		data
llmsearch		llmsearch
prompts		prompts
results		results
samples		samples
scripts		scripts
traces		traces
vizualizations		vizualizations
.gitignore		.gitignore
README.md		README.md
code_exec_accuracy_by_dataset.pdf		code_exec_accuracy_by_dataset.pdf
code_exec_by_dataset-cropped.pdf		code_exec_by_dataset-cropped.pdf
code_exec_by_dataset.pdf		code_exec_by_dataset.pdf
code_exec_percentage_by_dataset.pdf		code_exec_percentage_by_dataset.pdf
effect_of_scale.pdf		effect_of_scale.pdf
eval_code.sh		eval_code.sh
generate_figs.ipynb		generate_figs.ipynb
icl_accuracy_vs_rouge_AQUA.pdf		icl_accuracy_vs_rouge_AQUA.pdf
icl_accuracy_vs_rouge_ASDiv.pdf		icl_accuracy_vs_rouge_ASDiv.pdf
icl_accuracy_vs_rouge_All Datasets.pdf		icl_accuracy_vs_rouge_All Datasets.pdf
icl_accuracy_vs_rouge_CLUTRR.pdf		icl_accuracy_vs_rouge_CLUTRR.pdf
icl_accuracy_vs_rouge_Date.pdf		icl_accuracy_vs_rouge_Date.pdf
icl_accuracy_vs_rouge_GSM8k.pdf		icl_accuracy_vs_rouge_GSM8k.pdf
icl_accuracy_vs_rouge_MultiArith.pdf		icl_accuracy_vs_rouge_MultiArith.pdf
icl_accuracy_vs_rouge_SQA.pdf		icl_accuracy_vs_rouge_SQA.pdf
icl_accuracy_vs_rouge_SVAMP.pdf		icl_accuracy_vs_rouge_SVAMP.pdf
icl_accuracy_vs_rouge_Sports.pdf		icl_accuracy_vs_rouge_Sports.pdf
model_accuracy_by_dataset.pdf		model_accuracy_by_dataset.pdf
model_accuracy_vs_rouge_AQUA.pdf		model_accuracy_vs_rouge_AQUA.pdf
model_accuracy_vs_rouge_ASDiv.pdf		model_accuracy_vs_rouge_ASDiv.pdf
model_accuracy_vs_rouge_All Datasets.pdf		model_accuracy_vs_rouge_All Datasets.pdf
model_accuracy_vs_rouge_CLUTRR.pdf		model_accuracy_vs_rouge_CLUTRR.pdf
model_accuracy_vs_rouge_Date.pdf		model_accuracy_vs_rouge_Date.pdf
model_accuracy_vs_rouge_GSM8k.pdf		model_accuracy_vs_rouge_GSM8k.pdf
model_accuracy_vs_rouge_MultiArith.pdf		model_accuracy_vs_rouge_MultiArith.pdf
model_accuracy_vs_rouge_SQA.pdf		model_accuracy_vs_rouge_SQA.pdf
model_accuracy_vs_rouge_SVAMP.pdf		model_accuracy_vs_rouge_SVAMP.pdf
model_accuracy_vs_rouge_Sports.pdf		model_accuracy_vs_rouge_Sports.pdf
model_faithfulness_by_dataset.pdf		model_faithfulness_by_dataset.pdf
path_analysis.ipynb		path_analysis.ipynb
results_plot_AQUA_code_exact.pdf		results_plot_AQUA_code_exact.pdf
results_plot_GSM8k_code_exact.pdf		results_plot_GSM8k_code_exact.pdf
results_plot_None.pdf		results_plot_None.pdf
results_plot_SQA_code_exact.pdf		results_plot_SQA_code_exact.pdf
results_plot_faith_vs_accuracy.pdf		results_plot_faith_vs_accuracy.pdf
results_plot_faithulness_vs_accuracy.pdf		results_plot_faithulness_vs_accuracy.pdf
run_ASDiv.sh		run_ASDiv.sh
run_MultiArith.sh		run_MultiArith.sh
run_aqua.sh		run_aqua.sh
run_aqua_plan_only.sh		run_aqua_plan_only.sh
run_cluttr.sh		run_cluttr.sh
run_date.sh		run_date.sh
run_gsm.sh		run_gsm.sh
run_gsm_plan_only.sh		run_gsm_plan_only.sh
run_llama3.1.sh		run_llama3.1.sh
run_sports.sh		run_sports.sh
run_sqa_plan_only.sh		run_sqa_plan_only.sh
run_svamp.sh		run_svamp.sh
setup.py		setup.py

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