Awesome Reasoning LLM Tutorial/Survey/Guide
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Jun 5, 2025 - Python
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post-training
Here are 34 public repositories matching this topic...
心理健康大模型 (LLM x Mental Health), Pre & Post-training & Dataset & Evaluation & Depoly & RAG, with InternLM / Qwen / Baichuan / DeepSeek / Mixtral / LLama / GLM series models
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May 18, 2025 - Python
Explore the Multimodal “Aha Moment” on 2B Model
reinforcement-learning reasoning r1 post-training multimodal deepseek deepseek-r1 grpo deepseek-r1-zero r1-zero multimodal-journey multimodal-r1
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Mar 18, 2025 - Python
Train a Language Model with GRPO to create a schedule from a list of events and priorities
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Apr 29, 2025 - Jupyter Notebook
A brief and partial summary of RLHF algorithms.
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Mar 4, 2025
[CVPR 2025] Science-T2I: Addressing Scientific Illusions in Image Synthesis
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Apr 27, 2025 - Python
Revisiting Mid-training in the Era of RL Scaling
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Apr 24, 2025 - Jupyter Notebook
Lightweight replication study of DeepSeek-R1-Zero. Interesting findings include "No Aha Moment", "Longer CoT ≠ Accuracy", and "Language Mixing in Instruct Models".
reinforcement-learning fine-tuning post-training llm deepseek gpt-o1 reasoning-language-models reasoning-models deepseek-r1
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Apr 1, 2025 - Python
A High-Efficiency System of Large Language Model Based Search Agents
agent information-retrieval ai approximate-nearest-neighbor-search post-training rag llm rlhf llm-serving vllm efficient-ai
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May 29, 2025 - Python
[EMNLP 2022] Continual Training of Language Models for Few-Shot Learning
nlp natural-language-processing transformers language-modeling post-training continual-learning catastrophic-forgetting few-shot-learning
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Feb 13, 2023 - Python
A novel alignment framework that leverages image retrieval to mitigate hallucinations in Vision Language Models.
alignment safety vlm post-training ppo hallucination dpo large-language-models llm rlhf mllm vision-language-model multimodal-large-language-models hallucination-mitigation
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Apr 21, 2025 - Python
Pure RL to post-train base models for social reasoning capabilities. Lightweight replication of DeepSeek-R1-Zero with Social IQa dataset.
reinforcement-learning fine-tuning post-training llm deepseek gpt-o1 reasoning-language-models reasoning-models deepseek-r1
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Mar 16, 2025 - Python
This repository collects research papers on learning from rewards in the context of post-training and test-time scaling of large language models (LLMs).
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Jun 7, 2025
The official implementation of Regularized Policy Gradient (RPG) (https://arxiv.org/abs/2505.17508)
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May 28, 2025 - Python
RFTT: Reasoning with Reinforced Functional Token Tuning
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Mar 21, 2025 - Python
Official implementation for "Diffusion Instruction Tuning"
post-training multimodal-alignment supervised-finetuning vision-language-model multimodal-large-language-models
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Jun 4, 2025 - Python
Official repository for the paper "Monocular Event-Based Vision for Obstacle Avoidance with a Quadrotor" by Bhattacharya, et al. (2024) from GRASP, Penn & RPG, UZH.
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Mar 23, 2025 - C++
Code repository for "Post-pre-training for Modality Alignment in Vision-Language Foundation Models" (CVPR2025)
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Apr 29, 2025 - Python
Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"
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Mar 26, 2025
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