feiyang-k / AutoScale
Official Code Repository for [AutoScale–Automatic Prediction of Compute-optimal Data Compositions for Training LLMs]
☆8Updated last month
Related projects ⓘ
Alternatives and complementary repositories for AutoScale
- Official implementation of Privacy Implications of Retrieval-Based Language Models (EMNLP 2023). https://arxiv.org/abs/2305.14888☆36Updated 5 months ago
- ☆14Updated 8 months ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- ☆26Updated last year
- Towards Systematic Measurement for Long Text Quality☆28Updated 2 months ago
- ☆14Updated 4 months ago
- Codebase for Instruction Following without Instruction Tuning☆30Updated last month
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆36Updated 8 months ago
- [NeurIPS 2024] Official code of $\beta$-DPO: Direct Preference Optimization with Dynamic $\beta$☆29Updated 3 weeks ago
- Offical code repository for PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation, EMNLP 2023☆11Updated 10 months ago
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models☆48Updated 2 months ago
- Methods and evaluation for aligning language models temporally☆24Updated 8 months ago
- [ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning☆38Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆70Updated 9 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆32Updated 10 months ago
- Personality Alignment of Language Models☆18Updated 2 months ago
- ☆10Updated 4 months ago
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Updated last year
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆12Updated 4 months ago
- The code and data for the paper JiuZhang3.0☆35Updated 5 months ago
- ☆40Updated 11 months ago
- [Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models☆19Updated last year
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆35Updated last year
- ☆25Updated last month
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆83Updated 4 months ago
- ☆57Updated 2 weeks ago
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆19Updated 3 months ago
- This is the official implementation of TAGCOS: Task-agnostic Gradient Clustered Coreset Selection for Instruction Tuning Data☆9Updated 3 months ago
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆24Updated 2 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆37Updated 4 months ago