alexrs / herd
Mixture of Expert (MoE) techniques for enhancing LLM performance through expert-driven prompt mapping and adapter combinations.
☆12Updated last year
Alternatives and similar repositories for herd:
Users that are interested in herd are comparing it to the libraries listed below
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated last year
- A public implementation of the ReLoRA pretraining method, built on Lightning-AI's Pytorch Lightning suite.☆33Updated 11 months ago
- Minimum Description Length probing for neural network representations☆18Updated 3 weeks ago
- ☆31Updated 8 months ago
- Aioli: A unified optimization framework for language model data mixing☆20Updated last month
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- A repository for research on medium sized language models.☆76Updated 8 months ago
- The repository contains code for Adaptive Data Optimization☆20Updated 2 months ago
- Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment☆54Updated 5 months ago
- Repository for Skill Set Optimization☆12Updated 6 months ago
- Codebase for Instruction Following without Instruction Tuning☆33Updated 4 months ago
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆42Updated last year
- The open source implementation of "Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers"☆20Updated 11 months ago
- The code implementation of MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models…☆31Updated last year
- NeurIPS 2023 - Cappy: Outperforming and Boosting Large Multi-Task LMs with a Small Scorer☆40Updated 10 months ago
- Official repository of "LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging"☆24Updated 3 months ago
- ☆48Updated 3 months ago
- My Implementation of Q-Sparse: All Large Language Models can be Fully Sparsely-Activated☆31Updated 6 months ago
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆24Updated 11 months ago
- [WIP] Transformer to embed Danbooru labelsets☆13Updated 10 months ago
- Data preparation code for CrystalCoder 7B LLM☆44Updated 9 months ago
- ☆19Updated 4 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated 11 months ago
- Code for the arXiv preprint "The Unreasonable Effectiveness of Easy Training Data"☆46Updated last year
- ☆22Updated 2 weeks ago
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆21Updated 5 months ago
- From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…☆42Updated 7 months ago
- EMNLP 2024 "Re-reading improves reasoning in large language models". Simply repeating the question to get bidirectional understanding for…☆24Updated 2 months ago
- ☆17Updated 4 months ago