tongyx361 / Awesome-LLM-Research
Curation of resources for LLM research, screened by @tongyx361 to ensure high quality and accompanied with elaborately-written concise descriptions to help readers get the gist as quickly as possible.
โ28Updated 2 months ago
Related projects: โ
- A curated list of LLM Interpretability related material - Tutorial, Library, Survey, Paper, Blog, etc..โ109Updated last week
- Official implementation for the paper *๐ฏDART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving*โ57Updated 3 weeks ago
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. ๐งฎโจโ72Updated 4 months ago
- Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. arXiv:2408.07666.โ107Updated this week
- ๐ฐ Must-read papers on KV Cache Compression (constantly updating ๐ค).โ34Updated this week
- A curated reading list for large language model (LLM) alignment. Take a look at our new survey "Large Language Model Alignment: A Survey"โฆโ65Updated 11 months ago
- [EMNLP 2023] MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questionsโ96Updated last week
- Evaluating Mathematical Reasoning Beyond Accuracyโ32Updated 5 months ago
- Curation of resources for LLM mathematical reasoning, most of which are screened by @tongyx361 to ensure high quality and accompanied witโฆโ61Updated 2 months ago
- Survey on Data-centric Large Language Modelsโ58Updated 2 months ago
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- Implementation for "Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs"โ225Updated 2 months ago
- The repository of the project "Fine-tuning Large Language Models with Sequential Instructions", code base comes from open-instruct and LAโฆโ30Updated 2 months ago
- โ24Updated 6 months ago
- The Paper List on Data Contamination for Large Language Models Evaluation.โ46Updated this week
- โ21Updated 4 months ago
- [ACL'24] A Knowledge-grounded Interactive Evaluation Framework for Large Language Modelsโ32Updated 2 months ago
- [NeurIPS 2023] Github repository for "Composing Parameter-Efficient Modules with Arithmetic Operations"โ54Updated 9 months ago
- A curated list of awesome resources dedicated to Scaling Laws for LLMsโ61Updated last year
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- A Neural-Symbolic Self-Training Frameworkโ95Updated last month
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)โ84Updated 5 months ago
- Paper collections of methods that using language to interact with environment, including interact with real world, simulated world or WWWโฆโ121Updated last year
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- trending projects & awesome papers about data-centric llm studies.โ14Updated last month
- Must-read Papers on Large Language Model (LLM) Continual Learningโ129Updated 10 months ago
- Repository for Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learningโ144Updated 7 months ago
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- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuningโ27Updated 7 months ago
- ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Searchโ91Updated 3 months ago