| ReCache: Efficient KV Cache Reuse and Compression for Tool-Augmented LLM Agents added by Syntology |
2026-08 (from id) |
EIT-NLP/ReCache/capsule/src/chat.py 561fab9ba99c10a9 |
unverified |
no licence file found · pointer only |
| REGEN: Replay-recycling for Expert-to-Generalist distillation with Offline Reinforcement Learning added by Syntology |
2026-07 (from id) |
yunjie-sysu/REGEN/regen_train.py fa5ffe76078469b4 |
ran
|
no licence file found · pointer only |
| Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training added by Syntology |
2026-06 (from id) |
jinymusim/ART/src/reasoning_with_art/models/chat_template.py 8c6d5abeff384032 |
unverified |
BSD-3-Clause (permissive) |
| A Regret Minimization Framework on Preference Learning in Large Language Models added by Syntology |
2026-06 (from id) |
YSLIU627/Regularized-Preference-Optimization/alignment-handbook/src/alignment/data.py 5a84f9e5640fe497 |
ran
|
Apache-2.0 (permissive) |
| Filter, Then Reweight: Rethinking Optimization Granularity in On-Policy Distillation added by Syntology |
2026-06 (from id) |
YuYingLi0/FiRe-OPD/math_eval/eval_math.py 6eceb1b9ba215e62 |
ran
|
no licence file found · pointer only |
| Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization added by Syntology |
2026-05 (from id) |
Hyalinesky/DGAO/trl/data_utils.py c70072e46530e6e1 |
ran
|
Apache-2.0 (permissive) |
| Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation added by Syntology |
2026-05 (from id) |
caiyuchen-ustc/EffOPD/EffOPD/math_eval/eval_math.py 6eceb1b9ba215e62 |
ran
|
no licence file found · pointer only |
| Bootstrapping Post-training Signals for Open-ended Tasks via Rubric-based Self-play on Pre-training Text added by Syntology |
2026-04 (from id) |
HCY123902/POP/training/data_utils.py f8fe363ab9ecb4d6 |
unverified |
no licence file found · pointer only |
| Biases in the Blind Spot: Detecting What LLMs Fail to Mention added by Syntology |
2026-02 (from id) |
FlyingPumba/biases-in-the-blind-spot/biases_in_the_blind_spot/prompting.py 8d2a192c16537e25 |
unverified |
no licence file found · pointer only |
| EditMGT: Unleashing Potentials of Masked Generative Transformers in Image Editing added by Syntology |
2025-12 (from id) |
VectorSpaceLab/OmniGen2/OmniGen2-RL/reward_server/reward_server.py a6ba03fb70bfe8c6 |
unverified |
Apache-2.0 (permissive) |
| Iterative Prompt Refinement for Safer Text-to-Image Generation added by Syntology |
2025-09 (from id) |
ku-dmlab/IPR/trl/data_utils.py 53017c7a8e570221 |
unverified |
Apache-2.0 (permissive) |
| OmniGen2: Exploration to Advanced Multimodal Generation |
23 Jun 2025 |
vectorspacelab/omnigen2/OmniGen2-RL/reward_server/reward_server.py a6ba03fb70bfe8c6 |
unverified |
Apache-2.0 (permissive) |
| Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving |
10 Jun 2025 |
thumlp/multicogeval/scripts/evaluate_high_level.py 435da15dd90581b2 |
ran · our draft was wrong
|
no licence file found · pointer only |
| Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen! |
21 May 2025 |
thu-coai/backdoor-data-extraction/train/trl/data_utils.py 53017c7a8e570221 |
unverified |
MIT (permissive) |
| Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning |
20 May 2025 |
jiwonsong-dev/reasoningpathcompression/utils/apply_chat_template.py 2d966163bc3a3005 |
unverified |
MIT (permissive) |
| DRA-GRPO: Exploring Diversity-Aware Reward Adjustment for R1-Zero-Like Training of Large Language Models |
14 May 2025 |
xiwenc1/dra-grpo/src/open_r1/trl/data_utils.py 53017c7a8e570221 |
unverified |
MIT (permissive) |
| DeepCritic: Deliberate Critique with Large Language Models |
1 May 2025 |
rucbm/deepcritic/Critique_Generation/correct_slutions_rollout.py 488c133e028a1ca6 |
unverified |
MIT (permissive) |
| DeepCritic: Deliberate Critique with Large Language Models |
1 May 2025 |
rucbm/deepcritic/Critique_Generation/gen_step_solutions.py 2e16de463ce3df94 |
unverified |
MIT (permissive) |
| Toward Evaluative Thinking: Meta Policy Optimization with Evolving Reward Models |
28 Apr 2025 |
minnesotanlp/mpo/trl/data_utils.py 0b7223ebdefef219 |
unverified |
Apache-2.0 recorded; this copy not marked cleared · pointer only |
| EXAONE Deep: Reasoning Enhanced Language Models |
16 Mar 2025 |
tengxiao1/simper/alignment/data.py 9be97bcdb51fd634 |
ran
|
MIT (permissive) |
| Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support |
25 Feb 2025 |
jdh-algo/Citrus/model_train/alignment/data.py 9be97bcdb51fd634 |
ran
|
MIT (permissive) |
| Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention |
16 Feb 2025 |
microsoft/seerattention/distillation_decode.py 202aa55ac60ff1f6 |
unverified |
MIT (permissive) |
| LLM Safety Alignment is Divergence Estimation in Disguise |
2 Feb 2025 |
rhaldarpurdue/kldo/metrics.py a3e5e980b0266d7e |
unverified |
Apache-2.0 (permissive) |
| Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment |
19 Dec 2024 |
tengxiao1/cal-dpo/scripts/run_dpo.py e9f3be83e4d643bb |
ran · our draft was wrong
|
no licence file found · pointer only |
| ProcessBench: Identifying Process Errors in Mathematical Reasoning |
9 Dec 2024 |
qwenlm/processbench/code/run_eval.py ff5ecf497e982ea2 |
ran · honoured contract
|
no licence file found · pointer only |
| TODO: Enhancing LLM Alignment with Ternary Preferences |
2 Nov 2024 |
XXares/TODO/utils/utils.py 6744441ca5bd1ea7 |
unverified |
MIT (permissive) |
| $α$-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs |
14 Oct 2024 |
junkangwu/alpha-dpo/alignment/data.py 9be97bcdb51fd634 |
ran
|
MIT (permissive) |
| How to Leverage Demonstration Data in Alignment for Large Language Model? A Self-Imitation Learning Perspective |
14 Oct 2024 |
tengxiao1/GSIL/gsil/alignment/data.py 23781da963dd98a5 |
ran
|
no licence file found · pointer only |
| Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback |
4 Oct 2024 |
kykim0/margin-matching-pref-opt/src/alignment/data.py 9be06c85912c5236 |
ran
|
Apache-2.0 (permissive) |
| MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery |
9 Sep 2024 |
qhjqhj00/memorag/train/src/chat.py 561fab9ba99c10a9 |
unverified |
Apache-2.0 (permissive) |
| Fine-tuning large language models for domain adaptation: Exploration of training strategies, scaling, model merging and synergistic capabilities |
5 Sep 2024 |
lamm-mit/llm-finetuning/alignment-handbook/src/alignment/data.py 9a40c8da283bcd4a |
ran
|
no licence file found · pointer only |
| Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models |
27 Aug 2024 |
wx-zhang/bfpo/src/alignment/data.py ecf650a71ce5efc6 |
ran
|
no licence file found · pointer only |
| CompAct: Compressing Retrieved Documents Actively for Question Answering |
12 Jul 2024 |
dmis-lab/CompAct/alignment-handbook/src/alignment/data.py 9be97bcdb51fd634 |
ran
|
no licence file found · pointer only |
| Panacea: A foundation model for clinical trial search, summarization, design, and recruitment |
25 Jun 2024 |
linjc16/panacea/alignment/data.py b90a3acb4197f936 |
ran
|
no licence file found · pointer only |
| Suri: Multi-constraint Instruction Following for Long-form Text Generation |
27 Jun 2024 |
chtmp223/suri/ft/lib/alignment_mod/data.py ed74b164b2fe6a65 |
ran
|
no licence file found · pointer only |
| ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation |
16 Jun 2024 |
Rain9876/ShareLoRA/sharelora/few_shot.py 758b57f056efcfff |
ran · our draft was wrong
|
no licence file found · pointer only |
| Discovering Preference Optimization Algorithms with and for Large Language Models |
12 Jun 2024 |
luchris429/DiscoPOP/src/alignment/data.py 9be97bcdb51fd634 |
ran
|
MIT (permissive) |
| Self-Exploring Language Models: Active Preference Elicitation for Online Alignment |
29 May 2024 |
shenao-zhang/selm/src/alignment/data.py 6ccb3e2cc15898e6 |
ran
|
no licence file found · pointer only |
| Triple Preference Optimization: Achieving Better Alignment with Less Data in a Single Step Optimization |
26 May 2024 |
sahsaeedi/triple-preference-optimization/utils/data.py a9cb92f38a00fa54 |
ran
|
MIT (permissive) |
| SimPO: Simple Preference Optimization with a Reference-Free Reward |
23 May 2024 |
princeton-nlp/SimPO/alignment/data.py 9be97bcdb51fd634 |
ran
|
MIT (permissive) |
| MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning |
13 May 2024 |
project-numina/aimo-progress-prize/training/aimo/utils/utils.py 9e3cb3146217643b |
unverified |
Apache-2.0 (permissive) |
| Self-Play Preference Optimization for Language Model Alignment |
1 May 2024 |
uclaml/sppo/sppo/alignment/data.py b8b8e4dae1d1318b |
ran
|
Apache-2.0 (permissive) |
| Noise Contrastive Alignment of Language Models with Explicit Rewards |
8 Feb 2024 |
thu-ml/Noise-Contrastive-Alignment/data_utils.py 3c1fa452c713aa74 |
ran
|
MIT (permissive) |
| Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models |
2 Jan 2024 |
uclaml/SPIN/spin/run_spin.py 3cac05ec501439e8 |
ran · our draft was wrong
|
Apache-2.0 (permissive) |
| arXiv:2025.naacl-long.550 |
|
hexuan21/Weak-to-Strong/run_inference.py bdcadd7ed60f8a7c |
unverified |
Apache-2.0 (permissive) |