[NeurIPS-2024] 📈 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies https://arxiv.org/abs/2407.13623
☆113Sep 26, 2024Updated last year
Alternatives and similar repositories for scaling-with-vocab
Users that are interested in scaling-with-vocab are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Pytorch implementation for FAT: learning low-bitwidth parametric representation via frequency-aware transformation☆56May 2, 2021Updated 5 years ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆43Dec 29, 2025Updated 8 months ago
- [ICLR 2025] 🧬 RegMix: Data Mixture as Regression for Language Model Pre-training (Spotlight)☆206Feb 17, 2025Updated last year
- ☆21Apr 16, 2025Updated last year
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆93Oct 30, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- The official repository of 'Unnatural Language Are Not Bugs but Features for LLMs'☆25May 20, 2025Updated last year
- Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]☆152Sep 20, 2024Updated last year
- 🔱 Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs☆74Mar 21, 2025Updated last year
- AnchorAttention: Improved attention for LLMs long-context training☆216Jan 15, 2025Updated last year
- ☆20Nov 4, 2025Updated 9 months ago
- Official implementation of ECCV24 paper: POA☆24Aug 8, 2024Updated 2 years ago
- [ArXiv 2025] Denial-of-Service Poisoning Attacks on Large Language Models☆23Oct 22, 2024Updated last year
- ☆15Mar 12, 2024Updated 2 years ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆137Mar 21, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆15Oct 13, 2025Updated 10 months ago
- ☆16Jul 23, 2024Updated 2 years ago
- The official github repo for "Training Optimal Large Diffusion Language Models", the first-ever large-scale diffusion language models sca…☆46Nov 6, 2025Updated 9 months ago
- [EMNLP-2024] ⚓️ Sailor: Open Language Models for South-East Asia☆139Dec 21, 2024Updated last year
- Provides a minimal implementation to extract FLAN datasets for further processing☆11Feb 1, 2023Updated 3 years ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆24Feb 9, 2023Updated 3 years ago
- [ICLR 2025] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates (Oral)☆86Oct 23, 2024Updated last year
- Llama-3-SynE: A Significantly Enhanced Version of Llama-3 with Advanced Scientific Reasoning and Chinese Language Capabilities | 继续预训练提升 …☆40May 31, 2025Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆49Apr 15, 2025Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [ICML 2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast☆127Mar 26, 2024Updated 2 years ago
- MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer (EMNLP 2025)☆12Apr 18, 2025Updated last year
- ☆25Dec 18, 2024Updated last year
- Reinforcing General Reasoning without Verifiers☆102Jun 24, 2025Updated last year
- Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)☆38Jan 23, 2024Updated 2 years ago
- Language models scale reliably with over-training and on downstream tasks☆104Apr 2, 2024Updated 2 years ago
- [NAACL 2025] Source code for MMEvalPro, a more trustworthy and efficient benchmark for evaluating LMMs☆25Sep 26, 2024Updated last year
- ☆65Apr 9, 2024Updated 2 years ago
- [EMNLP 2025🔥] UNComp: Can Matrix Entropy Uncover Sparsity? -- A Compressor Design from an Uncertainty-Aware Perspective☆20Jan 7, 2026Updated 7 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Codebase for Instruction Following without Instruction Tuning☆36Sep 24, 2024Updated last year
- The official PyTorch implementation for Improving Long-Text Alignment for Text-to-Image Diffusion Models (LongAlign)☆83Apr 23, 2025Updated last year
- Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NeurIPS 2024)☆66Jan 11, 2025Updated last year
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Apr 14, 2025Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.☆55Oct 18, 2024Updated last year
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆54Jul 15, 2025Updated last year
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆60Feb 7, 2025Updated last year