mcleish7 / gemstone-scaling-lawsLinks
Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)
☆31Updated 3 months ago
Alternatives and similar repositories for gemstone-scaling-laws
Users that are interested in gemstone-scaling-laws are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆94Updated last year
- ☆20Updated 2 months ago
- The repository contains code for Adaptive Data Optimization☆30Updated last year
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Updated 9 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆87Updated last year
- Efficient Scaling laws and collaborative pretraining.☆19Updated 3 months ago
- ☆91Updated last year
- ☆16Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- ☆51Updated last year
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆41Updated 2 weeks ago
- ☆33Updated last year
- Universal Neurons in GPT2 Language Models☆31Updated last year
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆32Updated 11 months ago
- Revisiting Efficient Training Algorithms For Transformer-based Language Models (NeurIPS 2023)☆81Updated 2 years ago
- Sparse Autoencoder Training Library☆56Updated 8 months ago
- Simple and scalable tools for data-driven pretraining data selection.☆29Updated 7 months ago
- Codebase for Context-aware Meta-learned Loss Scaling (CaMeLS). https://arxiv.org/abs/2305.15076.☆25Updated last year
- ☆23Updated 11 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆46Updated 2 months ago
- ☆17Updated 2 years ago
- Code for the ICLR 2024 paper "How to catch an AI liar: Lie detection in black-box LLMs by asking unrelated questions"☆71Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆83Updated last year
- Replicating O1 inference-time scaling laws☆90Updated last year
- Using FlexAttention to compute attention with different masking patterns☆47Updated last year
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆23Updated 8 months ago
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆29Updated 2 months ago
- ☆15Updated last year
- ☆53Updated last year
- Exploration of automated dataset selection approaches at large scales.☆53Updated 10 months ago