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01AlexWortega /llm-cipher-reasoning llm-cipher-reasoning — data, eval results and full research ledger Everything except the weights from a research run asking: can an LLM be trained to reason in a more compact "language" than English, and does that actually save tokens? Two linked lines of work on Qwen/Qwen3-4B-Instruct-2507: Cipher invention / cross-model communication — cold-decoding tests, negotiated cipher collusion between model pairs, a cipher-hardening arms race, and GEPA prompt optimization to get a… See the full description on the dataset page: https://huggingface.co/datasets/AlexWortega/llm-cipher-reasoning.texttext-generation10K<n<100K0 likes221 downloads22d agoHugging Face02nlpllmeval /NLP-Course-LLM-Reasoning-Eval-May2025 Overview of LLM Reasoning Eval Dataset This dataset contains evaluation of multiple large language models (LLMs) over 918 MCQ reasoning questions created by 184 students. Each question was used to test 3 LLMs (each 3 times): GPT-4o, Claude Sonnet 3.x (3.5 or 3.7), and Deepseek R1. The questions target various reasoning areas (i.e., Math, Logic, Temporal, Commonsense) and are included only if 3 seperate attempts (in a new session) by ChatGPT (GPT-4o) fail at giving the correct… See the full description on the dataset page: https://huggingface.co/datasets/nlpllmeval/NLP-Course-LLM-Reasoning-Eval-May2025.textn<1K10 likes85 downloads1y agoHugging Face03medreason /llm-medical-reasoning-steps-benchmark LLM Medical Reasoning Steps Benchmark This dataset contains 1,170 medical reasoning benchmark questions with final answers, reference reasoning steps, and reference key points. Dataset Files data/all.jsonl: all 1,170 examples. data/mcq.jsonl: 592 multiple-choice examples. data/oeq.jsonl: 578 open-ended examples. No model prediction outputs are included in this release. Schema Each JSONL row has the following fields: { "id": "mcq_0001", "task_type":… See the full description on the dataset page: https://huggingface.co/datasets/medreason/llm-medical-reasoning-steps-benchmark.textquestion-answering1K<n<10K1 likes79 downloads5mo agoHugging Face04open-llm-leaderboard /KingNish__Reasoning-0.5b-detailsgated Dataset Card for Evaluation run of KingNish/Reasoning-0.5b Dataset automatically created during the evaluation run of model KingNish/Reasoning-0.5b The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results. An additional… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/KingNish__Reasoning-0.5b-details.tabular10K<n<100K0 likes64 downloads2y agoHugging Face05ticoAg /llm-complex-reasoning-train-qwen2-72b-instruct-correct Note Data Seed from 基于封闭世界假设的复杂逻辑推理 Generate from Qwen2-72B-Instruct with prompt train.jsonl for 推理答案和题目答案一致, no_train.jsonl推理答案和题目答案不一致 注: 题目答案不一定正确 texttext-generation1K<n<10K3 likes59 downloads2y agoHugging Face06open-llm-leaderboard /HeraiHench__Phi-4-slerp-ReasoningRP-14B-detailsgated Dataset Card for Evaluation run of HeraiHench/Phi-4-slerp-ReasoningRP-14B Dataset automatically created during the evaluation run of model HeraiHench/Phi-4-slerp-ReasoningRP-14B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/HeraiHench__Phi-4-slerp-ReasoningRP-14B-details.tabular10K<n<100K0 likes49 downloads2y agoHugging Face07open-llm-leaderboard /EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-detailsgated Dataset Card for Evaluation run of EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1 Dataset automatically created during the evaluation run of model EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-details.tabular10K<n<100K0 likes41 downloads2y agoHugging Face08open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-RE1-V2A-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-RE1-V2A Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-RE1-V2A The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-RE1-V2A-details.tabular10K<n<100K0 likes36 downloads2y agoHugging Face09open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-Instruct-r01-Reflect-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-Instruct-r01-Reflect The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-Instruct-r01-Reflect-details.tabular10K<n<100K0 likes33 downloads2y agoHugging Face10open-llm-leaderboard /Dans-DiscountModels__12b-mn-dans-reasoning-test-2-detailsgated Dataset Card for Evaluation run of Dans-DiscountModels/12b-mn-dans-reasoning-test-2 Dataset automatically created during the evaluation run of model Dans-DiscountModels/12b-mn-dans-reasoning-test-2 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/Dans-DiscountModels__12b-mn-dans-reasoning-test-2-details.tabular10K<n<100K0 likes33 downloads2y agoHugging Face11open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-RE1-V2-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-RE1-V2 Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-RE1-V2 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-RE1-V2-details.tabular10K<n<100K0 likes32 downloads2y agoHugging Face12open-llm-leaderboard /EpistemeAI__ReasoningCore-1.0-3B-Instruct-r01-Reflect-Math-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-1.0-3B-Instruct-r01-Reflect-Math Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-1.0-3B-Instruct-r01-Reflect-Math The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-1.0-3B-Instruct-r01-Reflect-Math-details.tabular10K<n<100K0 likes30 downloads2y agoHugging Face13open-llm-leaderboard /EpistemeAI__Reasoning-Llama-3.1-CoT-RE1-NMT-detailsgated Dataset Card for Evaluation run of EpistemeAI/Reasoning-Llama-3.1-CoT-RE1-NMT Dataset automatically created during the evaluation run of model EpistemeAI/Reasoning-Llama-3.1-CoT-RE1-NMT The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__Reasoning-Llama-3.1-CoT-RE1-NMT-details.tabular10K<n<100K0 likes29 downloads2y agoHugging Face14open-llm-leaderboard /saishshinde15__TethysAI_Base_Reasoning-detailsgated Dataset Card for Evaluation run of saishshinde15/TethysAI_Base_Reasoning Dataset automatically created during the evaluation run of model saishshinde15/TethysAI_Base_Reasoning The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/saishshinde15__TethysAI_Base_Reasoning-details.tabular10K<n<100K0 likes29 downloads2y agoHugging Face15open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-RE1-V2C-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-RE1-V2C Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-RE1-V2C The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-RE1-V2C-details.tabular10K<n<100K0 likes29 downloads2y agoHugging Face16open-llm-leaderboard /Dans-DiscountModels__12b-mn-dans-reasoning-test-3-detailsgated Dataset Card for Evaluation run of Dans-DiscountModels/12b-mn-dans-reasoning-test-3 Dataset automatically created during the evaluation run of model Dans-DiscountModels/12b-mn-dans-reasoning-test-3 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/Dans-DiscountModels__12b-mn-dans-reasoning-test-3-details.tabular10K<n<100K0 likes28 downloads2y agoHugging Face17open-llm-leaderboard /saishshinde15__TethysAI_Vortex_Reasoning-detailsgated Dataset Card for Evaluation run of saishshinde15/TethysAI_Vortex_Reasoning Dataset automatically created during the evaluation run of model saishshinde15/TethysAI_Vortex_Reasoning The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/saishshinde15__TethysAI_Vortex_Reasoning-details.tabular10K<n<100K0 likes27 downloads2y agoHugging Face18open-llm-leaderboard /sometimesanotion__IF-reasoning-experiment-80-detailsgated Dataset Card for Evaluation run of sometimesanotion/IF-reasoning-experiment-80 Dataset automatically created during the evaluation run of model sometimesanotion/IF-reasoning-experiment-80 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/sometimesanotion__IF-reasoning-experiment-80-details.tabular10K<n<100K1 likes23 downloads2y agoHugging Face19open-llm-leaderboard /prithivMLmods__Deepthink-Reasoning-7B-detailsgated Dataset Card for Evaluation run of prithivMLmods/Deepthink-Reasoning-7B Dataset automatically created during the evaluation run of model prithivMLmods/Deepthink-Reasoning-7B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/prithivMLmods__Deepthink-Reasoning-7B-details.tabular10K<n<100K0 likes21 downloads2y agoHugging Face20open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-R01-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-R01 Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-R01 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-R01-details.tabular10K<n<100K0 likes18 downloads2y agoHugging Face21open-llm-leaderboard /ewre324__Thinker-SmolLM2-135M-Instruct-Reasoning-detailsgated Dataset Card for Evaluation run of ewre324/Thinker-SmolLM2-135M-Instruct-Reasoning Dataset automatically created during the evaluation run of model ewre324/Thinker-SmolLM2-135M-Instruct-Reasoning The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ewre324__Thinker-SmolLM2-135M-Instruct-Reasoning-details.tabular10K<n<100K0 likes17 downloads2y agoHugging Face22open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-RE1-V2B-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-RE1-V2B Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-RE1-V2B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-RE1-V2B-details.tabular10K<n<100K0 likes16 downloads2y agoHugging Face23open-llm-leaderboard /EpistemeAI__ReasoningCore-3B-T1_1-detailsgated Dataset Card for Evaluation run of EpistemeAI/ReasoningCore-3B-T1_1 Dataset automatically created during the evaluation run of model EpistemeAI/ReasoningCore-3B-T1_1 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__ReasoningCore-3B-T1_1-details.tabular10K<n<100K0 likes15 downloads2y agoHugging Face24open-llm-leaderboard /DavidAU__Qwen2.5-MOE-6x1.5B-DeepSeek-Reasoning-e32-detailsgated Dataset Card for Evaluation run of DavidAU/Qwen2.5-MOE-6x1.5B-DeepSeek-Reasoning-e32 Dataset automatically created during the evaluation run of model DavidAU/Qwen2.5-MOE-6x1.5B-DeepSeek-Reasoning-e32 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/DavidAU__Qwen2.5-MOE-6x1.5B-DeepSeek-Reasoning-e32-details.tabular10K<n<100K0 likes15 downloads2y agoHugging Face25open-llm-leaderboard /bunnycore__Phi-4-ReasoningRP-detailsgated Dataset Card for Evaluation run of bunnycore/Phi-4-ReasoningRP Dataset automatically created during the evaluation run of model bunnycore/Phi-4-ReasoningRP The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is always pointing to the latest results. An… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/bunnycore__Phi-4-ReasoningRP-details.tabular10K<n<100K0 likes14 downloads2y agoHugging Face26open-llm-leaderboard /ewre324__Thinker-Llama-3.2-3B-Instruct-Reasoning-detailsgated Dataset Card for Evaluation run of ewre324/Thinker-Llama-3.2-3B-Instruct-Reasoning Dataset automatically created during the evaluation run of model ewre324/Thinker-Llama-3.2-3B-Instruct-Reasoning The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ewre324__Thinker-Llama-3.2-3B-Instruct-Reasoning-details.tabular10K<n<100K0 likes13 downloads2y agoHugging Face27open-llm-leaderboard /ewre324__Thinker-Qwen2.5-0.5B-Instruct-Reasoning-detailsgated Dataset Card for Evaluation run of ewre324/Thinker-Qwen2.5-0.5B-Instruct-Reasoning Dataset automatically created during the evaluation run of model ewre324/Thinker-Qwen2.5-0.5B-Instruct-Reasoning The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/ewre324__Thinker-Qwen2.5-0.5B-Instruct-Reasoning-details.tabular10K<n<100K0 likes12 downloads2y agoHugging Face28open-llm-leaderboard /EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO-detailsgated Dataset Card for Evaluation run of EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO Dataset automatically created during the evaluation run of model EpistemeAI/Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 2 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__Reasoning-Llama-3.2-3B-Math-Instruct-RE1-ORPO-details.tabular10K<n<100K0 likes12 downloads2y agoHugging Face29open-llm-leaderboard /EpistemeAI__Reasoning-Llama-3.2-1B-Instruct-v1.2-detailsgated Dataset Card for Evaluation run of EpistemeAI/Reasoning-Llama-3.2-1B-Instruct-v1.2 Dataset automatically created during the evaluation run of model EpistemeAI/Reasoning-Llama-3.2-1B-Instruct-v1.2 The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The "train" split is… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/EpistemeAI__Reasoning-Llama-3.2-1B-Instruct-v1.2-details.tabular10K<n<100K0 likes12 downloads2y agoHugging Face30open-llm-leaderboard /DavidAU__DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B-detailsgated Dataset Card for Evaluation run of DavidAU/DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B Dataset automatically created during the evaluation run of model DavidAU/DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B The dataset is composed of 38 configuration(s), each one corresponding to one of the evaluated task. The dataset has been created from 1 run(s). Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run.The… See the full description on the dataset page: https://huggingface.co/datasets/open-llm-leaderboard/DavidAU__DeepThought-MOE-8X3B-R1-Llama-3.2-Reasoning-18B-details.tabular10K<n<100K0 likes12 downloads2y agoHugging Face

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