Projects in Awesome Lists tagged with reasoning
A curated list of projects in awesome lists tagged with reasoning .
https://github.com/vectifyai/pageindex
๐ PageIndex: Document Index for Vectorless, Reasoning-based RAG
agentic-ai agents ai ai-agents context-engineering information-retrieval llm rag reasoning retrieval retrieval-augmented-generation vector-database
Last synced: 04 Jun 2026
https://github.com/typedb/typedb
TypeDB: Built for systems, not records
database inference knowledge-base knowledge-representation logic polymorphic polymorphism reasoning strongly-typed type-system typedb typeql
Last synced: 02 May 2026
https://github.com/ysymyth/react
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
decision-making large-language-models llm prompting reasoning
Last synced: 15 May 2025
https://github.com/skyworkai/skywork-r1v
Skywork-R1V2 : Multimodal Hybrid Reinforcement Learning for Reasoning(ๆๅฅฝ็ๅคๆจกๆๆจ็)
deepseek-r1 grpo llm multimodal-r1 multimodal-understanding r1v reasoning reinforcement-learning skywork-r1v vlm vlm-r1
Last synced: 14 May 2025
https://github.com/ysymyth/ReAct
[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models
decision-making large-language-models llm prompting reasoning
Last synced: 09 May 2025
https://github.com/amazon-science/auto-cot
Official implementation for "Automatic Chain of Thought Prompting in Large Language Models" (stay tuned & more will be updated)
chain-of-thought gpt-3 gpt3-prompts gpt3-resources large-language-models prompt-engineering reasoning
Last synced: 15 May 2025
https://github.com/open-thoughts/open-thoughts
Fully open data curation for reasoning models
Last synced: 03 Apr 2025
https://github.com/zai-org/GLM-V
GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
image2text reasoning video-understanding vlm
Last synced: 30 Aug 2025
https://github.com/m0n0x41d/haft
Engineering decisions engine that know when they're stale. Frame, compare, decide โ with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.
ai-agents ai-coding ai-skills air anthropic claude claude-code cli codex codex-cli context-memory cursor cursor-ai developer-tools first-principles gemini-cli prompt-engineering reasoning structured-reasoning systems-thinking
Last synced: 29 Apr 2026
https://github.com/m0n0x41d/quint-code
Engineering decisions engine that know when they're stale. Frame, compare, decide โ with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.
ai-agents ai-coding ai-skills air anthropic claude claude-code cli codex codex-cli context-memory cursor cursor-ai developer-tools first-principles gemini-cli prompt-engineering reasoning structured-reasoning systems-thinking
Last synced: 01 Apr 2026
https://github.com/zjunlp/knowlm
An Open-sourced Knowledgable Large Language Model Framework.
bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning
Last synced: 08 Apr 2025
https://github.com/zjunlp/KnowLM
An Open-sourced Knowledgable Large Language Model Framework.
bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning
Last synced: 04 Apr 2025
https://github.com/masamasa59/ai-agent-papers
A collection of AI Agents papers (Updated biweekly)
agents llm paper-list planning reasoning survey
Last synced: 28 Feb 2026
https://github.com/protegeproject/protege
Protege Desktop
java knowledge-graph knowledge-management obo ontology ontology-engineering owl protege protege-desktop rdf reasoning semantics
Last synced: 09 Apr 2025
https://github.com/zjunlp/prompt4reasoningpapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning datasets gpt-3 language-models large-language-models llm logical-reasoning natural-language-processing nlp paper-list prompt prompt-engineering reasoning survey symbolic-reasoning
Last synced: 01 Feb 2026
https://github.com/brylevkirill/notes
Learn about Machine Learning and Artificial Intelligence
artificial-intelligence bayesian-inference causal-inference deep-learning information-retrieval knowledge-graph knowledge-representation machine-learning natural-language-processing probabilistic-programming question-answering reasoning recommender-systems reinforcement-learning
Last synced: 27 Mar 2025
https://github.com/zjunlp/Prompt4ReasoningPapers
[ACL 2023] Reasoning with Language Model Prompting: A Survey
arithmetic-reasoning artificial-intelligence awsome-list chain-of-thought chatgpt commonsense-reasoning datasets gpt-3 language-models large-language-models llm logical-reasoning natural-language-processing nlp paper-list prompt prompt-engineering reasoning survey symbolic-reasoning
Last synced: 12 Mar 2025
https://github.com/zzli2022/Awesome-System2-Reasoning-LLM
Latest Advances on System-2 Reasoning
benchmark macro-action mcts o1 o3 prm r1 reasoning rl self-improve slow-fast system-2
Last synced: 31 Mar 2025
https://github.com/OpenBioLink/ThoughtSource
A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/
dataset machine-learning natural-language-processing question-answering reasoning
Last synced: 28 Mar 2025
https://github.com/plastic-labs/tutor-gpt
AI tutor powered by Theory-of-Mind reasoning
ai education hacktoberfest literacy machine-learning o1 prompt-engineering reasoning theory-of-mind tutoring
Last synced: 10 Jun 2025
https://github.com/litexlang/golitex
Litex is a simple formal language Learnable in 2 hours.
ai aiforscience formal-languages golang litex math reasoning
Last synced: 01 May 2026
https://github.com/madaan/self-refine
LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
chatgpt few-shot-learning gpt-35 gpt-4 language-generation large-language-models llms prompting prompts reasoning
Last synced: 20 Apr 2025
https://github.com/reasoning-machines/pal
PaL: Program-Aided Language Models (ICML 2023)
commonsense-reasoning few-shot-learning language-generation language-model large-language-models reasoning
Last synced: 22 Jul 2025
https://github.com/NucleoidAI/Nucleoid
Reasoning Engine for Neuro-Symbolic AI
declarative-logic expert-system javascript knowledge knowledge-base logic logic-programming neuro-symbolic neuro-symbolic-ai node rag reasoning reasoning-engine semantic-reasoner semantic-reasoning symbolic symbolic-ai
Last synced: 03 Apr 2025
https://github.com/nucleoidai/nucleoid
Reasoning Engine for Neuro-Symbolic AI
declarative-logic expert-system javascript knowledge knowledge-base logic logic-programming neuro-symbolic neuro-symbolic-ai node rag reasoning reasoning-engine semantic-reasoner semantic-reasoning symbolic symbolic-ai
Last synced: 04 Apr 2025
https://github.com/allenai/lumos
Code and data for "Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs"
decision-making grounding language-agent maths planning question-answering reasoning web-agent
Last synced: 13 Oct 2025
https://github.com/rowanz/r2c
Recognition to Cognition Networks (code for the model in "From Recognition to Cognition: Visual Commonsense Reasoning", CVPR 2019)
commonsense reasoning vcr vision visual visual-commonsense-reasoning
Last synced: 13 Apr 2025
https://github.com/INK-USC/RE-Net
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
dynamic-networks graph-neural-networks knowledge-graph reasoning temporal-networks
Last synced: 29 Apr 2025
https://github.com/TheAgenticAI/CortexON
Open-source generalized AI agent for everyday task automations.
ai-agents automation genai llm multi-agent reasoning reasoning-agent
Last synced: 27 Apr 2025
https://github.com/zjunlp/easyinstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool
Last synced: 14 Apr 2025
https://github.com/zjunlp/EasyInstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool
Last synced: 18 Mar 2025
https://github.com/rmanluo/reasoning-on-graphs
Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"
kg knowledge large-language-models llm reasoning reasoning-on-graph
Last synced: 13 May 2025
https://github.com/TIGER-AI-Lab/MAmmoTH
Code and data for "MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning" [ICLR 2024]
Last synced: 18 Jul 2025
https://github.com/newca12/awesome-rust-formalized-reasoning?tab=readme-ov-file
An exhaustive list of all Rust resources regarding automated or semi-automated formalization efforts in any area, constructive mathematics, formal algorithms, and program verification.
automated-theorem-provers constructive-mathematics dependent-types formal-verification logic proof-assistants prover reasoning rust theorem-prover theorem-proving
Last synced: 04 Mar 2026
https://github.com/modelscope/awesome-deep-reasoning
Collect every awesome work about r1!
collection deepseek grpo o1 qwen r1 reasoning rl
Last synced: 14 Jun 2025
https://github.com/sail-sg/oat
๐พ OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.
alignment distributed-rl distributed-training dpo dueling-bandits grpo llm llm-aligment llm-exploration online-alignment online-rl ppo r1-zero reasoning rlhf thompson-sampling
Last synced: 08 May 2025
https://github.com/michiyasunaga/dragon
[NeurIPS 2022] DRAGON ๐ฒ: Deep Bidirectional Language-Knowledge Graph Pretraining
graph-neural-networks knowledge-graph language-model pretraining question-answering reasoning transformer
Last synced: 17 Jun 2025
https://github.com/strumentiresistenti/tagsistant
Semantic filesystem for Linux, with relation reasoner, autotagging plugins and a deduplication service
filesystem linux reasoning semantic tagging tags
Last synced: 11 Mar 2026
https://github.com/snap-stanford/kgreasoning
Multi-Hop Logical Reasoning in Knowledge Graphs
embedding knowledge-base knowledge-graph reasoning
Last synced: 28 Oct 2025
https://github.com/snap-stanford/KGReasoning
Multi-Hop Logical Reasoning in Knowledge Graphs
embedding knowledge-base knowledge-graph reasoning
Last synced: 12 Apr 2025
https://github.com/tsinghuac3i/awesome-rl-reasoning-recipes
Awesome RL Reasoning Recipes ("Triple R")
awesome-list deepseek-r1 llm open-source reasoning rl
Last synced: 10 Apr 2025
https://github.com/anchen1011/FireAct
FireAct: Toward Language Agent Fine-tuning
agent fine-tuning large-language-models llm reasoning
Last synced: 07 May 2025
https://github.com/anchen1011/fireact
FireAct: Toward Language Agent Fine-tuning
agent fine-tuning large-language-models llm reasoning
Last synced: 09 Apr 2025
https://github.com/math-ai-org/mathcode
MathCode: A Frontier Mathematical Coding Agent
ai coding foundation-models llm reasoning
Last synced: 12 Apr 2026
https://github.com/typedb/typeql
TypeQL: Built for systems, not records
database inference logic polymorphic polymorphism query query-language reasoning strongly-typed type-system typedb typeql
Last synced: 13 Feb 2026
https://github.com/stalkermustang/llm-bulls-and-cows-benchmark
A mini-framework for evaluating LLM performance on the Bulls and Cows number guessing game, supporting multiple LLM providers.
benchmark benchmarking chatgpt games llm openai python reasoning
Last synced: 04 Apr 2025
https://github.com/schwering/limbo
A Reasoning System for a First-Order Logic of Limited Belief, written in C++
beliefs knowledge logic reasoning
Last synced: 28 Feb 2026
https://github.com/posgnu/rci-agent
A codebase for "Language Models can Solve Computer Tasks"
large-language-models prompting reasoning
Last synced: 05 Mar 2026
https://github.com/deepgraphlearning/nbfnet
Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)
graph-neural-networks knowledge-graph link-prediction reasoning
Last synced: 14 Jun 2025
https://github.com/zjunlp/knowagent
[NAACL 2025] KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
agent agent-learning artificial-intelligence knowagent knowledge-augment knowledge-graph large-language-models llm machine-learning natural-language-processing nlp planning planning-agents reasoning reasoning-agent
Last synced: 26 Oct 2025
https://github.com/orra-dev/orra
Resilience for AI Agent workflows.
agents ai ai-agents ai-developer-tools ai-in-production durable-execution go golang javascript-sdk llm-apps orchestrator python-sdk reasoning reliability
Last synced: 10 May 2025
https://github.com/internlm/oreal
Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning
llm mathematics o1 reasoning rl
Last synced: 26 Jun 2025
https://github.com/lasgroup/SDPO
Reinforcement Learning via Self-Distillation (SDPO)
Last synced: 02 Jun 2026
https://github.com/declare-lab/reccon
This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.
bert-model causal-inference causal-models causal-spans causality conversations dataset dialogue-generation dialogue-systems emotion emotion-cause emotion-cause-pair-extraction emotion-recognition emotion-recognition-in-conversation emotion-tasks inference natural-language-inference reasoning roberta
Last synced: 23 Jul 2025
https://github.com/pseudotensor/open-strawberry
Building open version of OpenAI o1 via reasoning traces (Groq, ollama, Anthropic, Gemini, OpenAI, Azure supported) Demo: https://huggingface.co/spaces/pseudotensor/open-strawberry
anthropic chain-of-thought groq llama3 o1 openai reasoning
Last synced: 04 Apr 2025
https://github.com/bowang-lab/bioreason
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
bioinformatics computational-biology dna foundation-models grpo large-language-models reasoning
Last synced: 12 Jun 2025
https://github.com/RDFLib/OWL-RL
A simple implementation of the OWL2 RL Profile on top of RDFLib: it expands the graph with all possible triples that OWL RL defines. It can be used together with RDFLib to expand an RDFLib Graph object, or as a stand alone service with its own serialization.
inference owl owl-rl python rdf rdflib reasoning
Last synced: 16 Nov 2025
https://github.com/dvlab-research/step-dpo
Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"
Last synced: 03 Jul 2025
https://github.com/rdflib/owl-rl
A simple implementation of the OWL2 RL Profile on top of RDFLib: it expands the graph with all possible triples that OWL RL defines. It can be used together with RDFLib to expand an RDFLib Graph object, or as a stand alone service with its own serialization.
inference owl owl-rl python rdf rdflib reasoning
Last synced: 04 Apr 2025
https://github.com/tiger-ai-lab/mammoth2
Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
Last synced: 13 Jun 2025
https://github.com/XiaoYee/Awesome_Efficient_LRM_Reasoning
๐ A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond (From Shanghai AI Lab)
budget-aware chain-of-thought cot efficient efficient-reasoning long-cot lrm o1 o3 r1 reasoning slow-fast
Last synced: 07 Apr 2025
https://github.com/tiger-ai-lab/general-reasoner
General Reasoner: Advancing LLM Reasoning Across All Domains
Last synced: 13 Jun 2025
https://github.com/diagram-of-thought/diagram-of-thought
Official implementation of paper "On the Diagram of Thought" (https://arxiv.org/abs/2409.10038)
large-language-models llm logic math reasoning
Last synced: 30 Sep 2025
https://github.com/tiger-ai-lab/pixel-reasoner
Pixel-Level Reasoning Model trained with RL
Last synced: 13 Jun 2025
https://tiger-ai-lab.github.io/MAmmoTH2/
Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]
Last synced: 11 Apr 2025
https://github.com/CJReinforce/PURE
Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"
llm mathematics o1 r1 reasoning reinforcement-finetuning reinforcement-learning rl
Last synced: 08 May 2025
https://github.com/hmbown/hegelion
Dialectical reasoning architecture for LLMs (Thesis โ Antithesis โ Synthesis)
ai-safety anthropic auto-code benchmarking dialecticism evaluation hegelian llm mcp ollama openai pair-programming reasoning research
Last synced: 04 Feb 2026
https://github.com/scofield7419/thor-isa
Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting
chain-of-thought reasoning sentiment-analysis
Last synced: 01 Jul 2025
https://github.com/tiger-ai-lab/vl-rethinker
The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"
Last synced: 13 Jun 2025
https://github.com/zjunlp/lightthinker
[EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
artificial-intelligence compression efficiency generation large-language-model lightthinker natural-language-processing reasoning slow-thinking step-by-step
Last synced: 14 Oct 2025
https://github.com/woooodyy/llm-reverse-curriculum-rl
Implementation of the ICML 2024 paper "Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning" presented by Zhiheng Xi et al.
Last synced: 12 Aug 2025
https://github.com/opennars/OpenNARS-for-Applications
General reasoning component for applications based on NARS theory.
ai artificial-intelligence nal nars non-axiomatic-logic non-axiomatic-reasoning procedu reasoner reasoning
Last synced: 18 Mar 2025
https://github.com/para-droid-ai/scratchpad
Scratchpad
logic model reasoning scratchpad
Last synced: 18 Jul 2025
https://github.com/xlang-ai/bright
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
Last synced: 07 Apr 2025
https://github.com/deepgraphlearning/gnn-qe
Official implementation of Graph Neural Network Query Executor (ICML 2022)
fuzzy-logic graph-neural-networks knowledge-graph reasoning
Last synced: 23 Sep 2025
https://github.com/DeepGraphLearning/GNN-QE
Official implementation of Graph Neural Network Query Executor (ICML 2022)
fuzzy-logic graph-neural-networks knowledge-graph reasoning
Last synced: 12 Apr 2025
https://github.com/soran-ghaderi/torchebm
๐ Build and train energy-based and diffusion models in PyTorch โก.
contrastive-divergence cuda diffusion-models energy-based-model equilibrium equilibrium-matching equilibrium-modeling generative-ai hamiltonian hamiltonian-monte-carlo langevin-dynamics noise-contrastive-estimation probabilistic-machine-learning reasoning sampling-methods score-matching variational-inference
Last synced: 01 Jun 2026
https://github.com/pancsta/secai
Reasoning AI Workflows (devtools included)
agents ai asyncmachine bots context diagrams graph instructor llm management reasoning repl sqlite workflows
Last synced: 11 Mar 2026
https://github.com/reasoning-machines/CoCoGen
Language Models of Code are Few-Shot Commonsense Learners (EMNLP 2022)
code-generation commonsense-reasoning few-shot-learning large-language-models reasoning
Last synced: 16 Mar 2025
https://github.com/hugorcd/nuxt-ui-chat
Nuxt UI app using the aisdk v5: streaming AI chat, multi-model support, AI Gateway, and generative UI
ai ai-gateway aisdk chat generative-ui nuxt-ui reasoning vercel
Last synced: 20 Sep 2025
https://github.com/scofield7419/THOR-ISA
Codes for ACL 2023 paper: Reasoning Implicit Sentiment with Chain-of-Thought Prompting
chain-of-thought reasoning sentiment-analysis
Last synced: 19 Aug 2025
https://github.com/zjunlp/mkg_analogy
[ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs
analogical-reasoning analogy computer-vision dataset iclr iclr2023 kg knowledge-graph language-model markg mars multimodal natural-language-processing pre-trained-language-models prompt reasoning
Last synced: 24 Jul 2025
https://github.com/multimodal/multimodal
A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"
datasets deep-learning embeddings reasoning vision-and-language visual-features
Last synced: 11 Mar 2026
https://github.com/princeton-nlp/nlproofs
EMNLP 2022: Generating Natural Language Proofs with Verifier-Guided Search https://arxiv.org/abs/2205.12443
machine-learning nlp reasoning
Last synced: 12 May 2025
https://github.com/lechmazur/nyt-connections
Benchmark that evaluates LLMs using 601 NYT Connections puzzles extended with extra trick words
benchmark evaluation gpt-4-5 gpt-4o llm llms-benchmarking puzzles reasoning sonnet3-7 testing
Last synced: 13 Apr 2025
https://github.com/debate-map/app
Monorepo for the client, server, etc. of the Debate Map website.
argument-maps argumentation critical-thinking debate debate-maps debating reasoning
Last synced: 19 Jul 2025
https://github.com/gair-nlp/octothinker
Revisiting Mid-training in the Era of RL Scaling
llama llm mid-training post-training pre-training qwen reasoning rl verl
Last synced: 30 Jun 2025
https://github.com/amanchadha/iperceive
Applying Common-Sense Reasoning to Multi-Modal Dense Video Captioning and Video Question Answering | Python3 | PyTorch | CNNs | Causality | Reasoning | LSTMs | Transformers | Multi-Head Self Attention | Published in IEEE Winter Conference on Applications of Computer Vision (WACV) 2021
attention captioning captioning-videos causality common-sense convolutional-neural-networks dense-captioning distilling-the-knowledge lstm multi-modal python python3 pytorch question-answering reasoning resnets self-attention transformers video videoqa
Last synced: 05 Apr 2025
https://debjitpaul.github.io/refiner/
About The corresponding code from our paper " REFINER: Reasoning Feedback on Intermediate Representations" (EACL 2024). Do not hesitate to open an issue if you run into any trouble!
few-shot-learning gpt-3-5-turbo natural-language-generation natural-language-processing reasoning reasoning-machine
Last synced: 02 Apr 2025
https://github.com/yxlao/deepseek-cursor-proxy
Fixes missing reasoning_content for DeepSeek V4
byok cursor deepseek deepseek-reasoner deepseek-v4 deepseek-v4-flash deepseek-v4-pro must-be-passed-back proxy reasoning reasoning-content
Last synced: 01 May 2026
https://github.com/ucbl/hylar-reasoner
HyLAR reasoner
owl-reasoner rdf reasoning semantic-web
Last synced: 21 Feb 2026
https://github.com/ucbl/HyLAR-Reasoner
HyLAR reasoner
owl-reasoner rdf reasoning semantic-web
Last synced: 16 Nov 2025
https://github.com/nikkoxgonzales/crash-mcp
MCP server for structured and efficient reasoning with step validation, branching, and revisions.
ai llm mcp mcp-server model-context-protocol nodejs npm npmjs reasoning structured-reasoning typescript
Last synced: 08 Jan 2026
https://github.com/ai4ce/spare3d
[CVPR2020] A Dataset for SPAtial REasoning on Three-View Line Drawings
deep-learning line-drawing line-drawings pythonocc reasoning spatial-reasoning
Last synced: 11 Apr 2025