sail-sg / scaling-with-vocab
[NeurIPS-2024] π Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
β82Updated 6 months ago
Alternatives and similar repositories for scaling-with-vocab:
Users that are interested in scaling-with-vocab are comparing it to the libraries listed below
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimizationβ31Updated last month
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Modelsβ76Updated last year
- Code for paper "Patch-Level Training for Large Language Models"β83Updated 5 months ago
- Code accompanying the paper "Noise Contrastive Alignment of Language Models with Explicit Rewards" (NeurIPS 2024)β51Updated 5 months ago
- β74Updated 3 weeks ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswalβ¦β49Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":β36Updated last year
- Code for "Reasoning to Learn from Latent Thoughts"β89Updated 2 weeks ago
- β56Updated last month
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"β174Updated last month
- β64Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]β131Updated 6 months ago
- β59Updated 7 months ago
- β76Updated 3 months ago
- β28Updated last year
- Exploration of automated dataset selection approaches at large scales.β37Updated last month
- "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiwβ¦β29Updated 11 months ago
- Large Language Models Can Self-Improve in Long-context Reasoningβ68Updated 4 months ago
- Code for Paper: Teaching Language Models to Critique via Reinforcement Learningβ90Updated this week
- Official repository for paper "Weak-to-Strong Extrapolation Expedites Alignment"β74Updated 10 months ago
- β98Updated 6 months ago
- We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.β61Updated 5 months ago
- Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"β76Updated last year
- The code and data for the paper JiuZhang3.0β43Updated 10 months ago
- Codebase for Instruction Following without Instruction Tuningβ34Updated 6 months ago
- β16Updated this week
- β99Updated 2 weeks ago
- Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"β50Updated 3 weeks ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"β58Updated last year
- M-STAR (Multimodal Self-Evolving TrAining for Reasoning) Project. Diving into Self-Evolving Training for Multimodal Reasoningβ56Updated 3 months ago