--- dataset_info: - config_name: Qwen--Qwen2.5-Math-1.5B-Instruct features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 52758263 num_examples: 6000 - name: validation num_bytes: 13328068 num_examples: 1500 - name: test num_bytes: 43201123 num_examples: 5000 download_size: 31519410 dataset_size: 109287454 - config_name: Qwen--Qwen2.5-Math-7B-Instruct features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 67257320 num_examples: 6000 - name: validation num_bytes: 16881249 num_examples: 1500 - name: test num_bytes: 54200316 num_examples: 5000 download_size: 56254649 dataset_size: 138338885 - config_name: deepseek-ai--DeepSeek-R1-Distill-Qwen-7B features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 336640666 num_examples: 6000 - name: validation num_bytes: 83547349 num_examples: 1500 - name: test num_bytes: 255257273 num_examples: 5000 download_size: 256894988 dataset_size: 675445288 - config_name: openai--gpt-oss-20b_high features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 623341491 num_examples: 6000 - name: validation num_bytes: 153759637 num_examples: 1500 - name: test num_bytes: 414242585 num_examples: 5000 download_size: 559282407 dataset_size: 1191343713 - config_name: openai--gpt-oss-20b_low features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 53913836 num_examples: 6000 - name: validation num_bytes: 13826027 num_examples: 1500 - name: test num_bytes: 40518966 num_examples: 5000 download_size: 49581032 dataset_size: 108258829 - config_name: openai--gpt-oss-20b_medium features: - name: formatted_prompt dtype: string - name: generated_solutions list: - name: input_cost_usd_once dtype: float64 - name: input_tokens dtype: int64 - name: output_cost_usd dtype: float64 - name: output_tokens dtype: int64 - name: rollout_cost_usd dtype: float64 - name: score dtype: float64 - name: text dtype: string - name: ground_truth dtype: string - name: input_cost_usd_once dtype: float64 - name: k dtype: int64 - name: majority_vote_extracted_answer dtype: string - name: majority_vote_is_correct dtype: int8 - name: max_len dtype: int64 - name: model_name dtype: string - name: pass_at_k dtype: float64 - name: problem dtype: string - name: problem_id dtype: string - name: rating dtype: float64 - name: split dtype: string - name: success_rate dtype: float64 - name: task dtype: string - name: temperature dtype: float64 - name: total_cost_usd dtype: float64 - name: total_input_tokens dtype: int64 - name: total_output_cost_usd dtype: float64 - name: total_output_tokens dtype: int64 splits: - name: train num_bytes: 178021514 num_examples: 6000 - name: validation num_bytes: 47368409 num_examples: 1500 - name: test num_bytes: 120593969 num_examples: 5000 download_size: 165556771 dataset_size: 345983892 configs: - config_name: Qwen--Qwen2.5-Math-1.5B-Instruct data_files: - split: train path: Qwen--Qwen2.5-Math-1.5B-Instruct/train-* - split: validation path: Qwen--Qwen2.5-Math-1.5B-Instruct/validation-* - split: test path: Qwen--Qwen2.5-Math-1.5B-Instruct/test-* - config_name: Qwen--Qwen2.5-Math-7B-Instruct data_files: - split: train path: Qwen--Qwen2.5-Math-7B-Instruct/train-* - split: validation path: Qwen--Qwen2.5-Math-7B-Instruct/validation-* - split: test path: Qwen--Qwen2.5-Math-7B-Instruct/test-* - config_name: deepseek-ai--DeepSeek-R1-Distill-Qwen-7B data_files: - split: train path: deepseek-ai--DeepSeek-R1-Distill-Qwen-7B/train-* - split: validation path: deepseek-ai--DeepSeek-R1-Distill-Qwen-7B/validation-* - split: test path: deepseek-ai--DeepSeek-R1-Distill-Qwen-7B/test-* - config_name: openai--gpt-oss-20b_high data_files: - split: train path: openai--gpt-oss-20b_high/train-* - split: validation path: openai--gpt-oss-20b_high/validation-* - split: test path: openai--gpt-oss-20b_high/test-* - config_name: openai--gpt-oss-20b_low data_files: - split: train path: openai--gpt-oss-20b_low/train-* - split: validation path: openai--gpt-oss-20b_low/validation-* - split: test path: openai--gpt-oss-20b_low/test-* - config_name: openai--gpt-oss-20b_medium data_files: - split: train path: openai--gpt-oss-20b_medium/train-* - split: validation path: openai--gpt-oss-20b_medium/validation-* - split: test path: openai--gpt-oss-20b_medium/test-* --- # Generations Dataset: MATH LLM-generated solutions across train/validation/test splits for multiple models. ## Columns | Column | Type | Description | |--------|------|-------------| | `problem` | str | Problem statement | | `generated_solutions` | list | Generated solutions with scores | | `success_rate` | float | Fraction of correct generations | | `majority_vote_is_correct` | int (0/1) | Whether majority vote is correct | | `k` | int | Number of samples generated | | `temperature` | float | Sampling temperature | | `max_len` | int | Maximum generation length | | `model_name` | str | Model used for generation | ## Usage ```python from datasets import load_dataset dataset = load_dataset("CoffeeGitta/difficulty-MATH-generations", name="") train = dataset["train"] ``` ## Citation ```bibtex @article{lugoloobi_llms_2026, title = {LLMs Encode Their Failures: Predicting Success from Pre-Generation Activations}, url = {http://arxiv.org/abs/2602.09924}, author = {Lugoloobi, William and Foster, Thomas and Bankes, William and Russell, Chris}, year = {2026}, } ```