Awesome Reasoning LLM Tutorial/Survey/Guide
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Mar 29, 2025 - Python
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post-training
Here are 22 public repositories matching this topic...
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
A brief and partial summary of RLHF algorithms.
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Mar 4, 2025
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
[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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Feb 19, 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
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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Feb 17, 2025
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++
Official repo for "ProSec: Fortifying Code LLMs with Proactive Security Alignment"
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Mar 26, 2025
An Approach to Enhancing the Efficacy of Post-Training Using Synthetic Data by Iterative Data Selection
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Dec 24, 2024 - Python
Machine Reading Comprehension Competition w/ Korean BERT Model
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Aug 4, 2020 - Python
Reproducible figures for "Post Training in Deep Learning"
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Oct 27, 2017 - Python
We use RL to train a SOTA MLLM captioner.
reinforcement-learning alignment image-captioning video-captioning post-training mllm multimodal-language-model
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Mar 7, 2025 - Python
Sudoku4LLM is a Sudoku dataset generator for training and evaluating reasoning in Large Language Models (LLMs). It offers customizable puzzles, difficulty levels, and 11 serialization formats to support structured data reasoning and Chain of Thought (CoT) experiments.
reinforcement-learning fine-tuning post-training dataset-generator llm rl-for-finance reasoning-language-models reasoning-models deepseek-r1 rl-for-llm
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Mar 17, 2025 - Python
Post Training Android Part 4 for Software Laboratory Center 19-2 Binus University
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Aug 11, 2019 - Java
Code repository for "Post-pre-training for Modality Alignment in Vision-Language Foundation Models" (CVPR2025)
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Mar 12, 2025
Post Training Android Part 2 for Software Laboratory Center 19-2 Binus University
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Aug 11, 2019 - Java
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