alonj / Same-Task-More-Tokens
The code for the paper: "Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models"
☆49Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for Same-Task-More-Tokens
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning"☆91Updated 4 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆74Updated 10 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆124Updated 3 weeks ago
- ☆56Updated 9 months ago
- A dataset of LLM-generated chain-of-thought steps annotated with mistake location.☆73Updated 3 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆93Updated last week
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"☆68Updated 5 months ago
- Benchmarking LLMs with Challenging Tasks from Real Users☆195Updated 2 weeks ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆129Updated this week
- Critique-out-Loud Reward Models☆37Updated last month
- Scalable Meta-Evaluation of LLMs as Evaluators☆41Updated 9 months ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆73Updated 8 months ago
- Data and code for our paper "Why Does the Effective Context Length of LLMs Fall Short?"☆64Updated last week
- The official repo for "TheoremQA: A Theorem-driven Question Answering dataset" (EMNLP 2023)☆21Updated 6 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆125Updated 2 months ago
- [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
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆119Updated 3 weeks ago
- Unofficial implementation of AlpaGasus☆84Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆127Updated 2 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆129Updated 2 months ago
- [NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623☆69Updated last month
- Code and data for "Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation" (EMNLP 2023)☆62Updated 11 months ago
- Code implementation of synthetic continued pretraining☆60Updated last month
- This is the official repository for Inheritune.☆105Updated last month
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆139Updated this week
- Self-Alignment with Principle-Following Reward Models☆147Updated 8 months ago
- ☆103Updated last month
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆199Updated 6 months ago
- Reformatted Alignment☆112Updated last month
- ☆31Updated 7 months ago