mcleish7 / gemstone-scaling-lawsLinks
Gemstones: A Model Suite for Multi-Faceted Scaling Laws (NeurIPS 2025)
☆30Updated 2 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:
- ☆20Updated last month
- [NeurIPS 2024] Goldfish Loss: Mitigating Memorization in Generative LLMs☆93Updated last year
- The repository contains code for Adaptive Data Optimization☆28Updated 11 months ago
- Code for NeurIPS 2024 Spotlight: "Scaling Laws and Compute-Optimal Training Beyond Fixed Training Durations"☆85Updated last year
- Code for reproducing our paper "Low Rank Adapting Models for Sparse Autoencoder Features"☆17Updated 8 months ago
- ☆23Updated 10 months ago
- ☆33Updated 10 months ago
- Efficient Scaling laws and collaborative pretraining.☆18Updated 2 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]☆31Updated 10 months ago
- The official repository for SkyLadder: Better and Faster Pretraining via Context Window Scheduling☆40Updated last month
- Universal Neurons in GPT2 Language Models☆31Updated last year
- Language models scale reliably with over-training and on downstream tasks☆100Updated last year
- Exploration of automated dataset selection approaches at large scales.☆50Updated 9 months ago
- ☆51Updated last year
- ☆89Updated last year
- 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
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆24Updated 7 months ago
- Stanford NLP Python library for benchmarking the utility of LLM interpretability methods☆150Updated 5 months ago
- ☆17Updated last year
- PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)☆41Updated last year
- ☆16Updated last year
- This repository contains the code used for the experiments in the paper "Fine-Tuning Enhances Existing Mechanisms: A Case Study on Entity…☆28Updated last month
- Sparse Autoencoder Training Library☆55Updated 7 months ago
- Code repo for the model organisms and convergent directions of EM papers.☆40Updated 2 months ago
- Simple and scalable tools for data-driven pretraining data selection.☆29Updated 5 months ago
- ☆53Updated last year
- Code for reproducing our paper "Not All Language Model Features Are Linear"☆84Updated last year
- [NeurIPS 2024 Spotlight] Code and data for the paper "Finding Transformer Circuits with Edge Pruning".☆62Updated 3 months ago
- ☆52Updated 7 months ago
- One Initialization to Rule them All: Fine-tuning via Explained Variance Adaptation☆45Updated last month