BeyonderXX / TRACE
TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models
☆66Updated last year
Alternatives and similar repositories for TRACE:
Users that are interested in TRACE are comparing it to the libraries listed below
- Code for ACL 2024 accepted paper titled "SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language …☆32Updated 2 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"☆60Updated last year
- Must-read Papers on Large Language Model (LLM) Continual Learning☆141Updated last year
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆41Updated 5 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆73Updated 2 months ago
- ☆127Updated 8 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMs☆70Updated last year
- ☆170Updated 8 months ago
- This is the oficial repository for "Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts" (EMNLP 2022)☆100Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆36Updated 11 months ago
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆107Updated 11 months ago
- my commonly-used tools☆51Updated 2 months ago
- Representation Surgery for Multi-Task Model Merging. ICML, 2024.☆40Updated 5 months ago
- Reference implementation for Token-level Direct Preference Optimization(TDPO)☆130Updated last month
- [ICLR 2024] This is the repository for the paper titled "DePT: Decomposed Prompt Tuning for Parameter-Efficient Fine-tuning"☆96Updated 11 months ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆39Updated last year
- ☆83Updated last week
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆55Updated 8 months ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆66Updated last year
- Analyzing and Reducing Catastrophic Forgetting in Parameter Efficient Tuning☆30Updated 4 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆63Updated last year
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning☆160Updated last year
- [ICML 2024] Selecting High-Quality Data for Training Language Models☆158Updated 9 months ago
- SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Model https://arxiv.org/pdf/2411.02433☆23Updated 3 months ago
- AdaMerging: Adaptive Model Merging for Multi-Task Learning. ICLR, 2024.☆70Updated 4 months ago
- ☆33Updated last year
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆37Updated last year
- Directional Preference Alignment☆56Updated 6 months ago