yuchenlin / LLM-BlenderLinks
[ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the diverse strengths of multiple open-source LLMs. LLM-Blender cut the weaknesses through ranking and integrate the strengths through fusing generation to enhance the capability of LLMs.
☆971Updated last year
Alternatives and similar repositories for LLM-Blender
Users that are interested in LLM-Blender are comparing it to the libraries listed below
Sorting:
- Code for fine-tuning Platypus fam LLMs using LoRA☆630Updated last year
- [ICLR 2024] Lemur: Open Foundation Models for Language Agents☆555Updated 2 years ago
- This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.☆551Updated last year
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆837Updated last year
- FacTool: Factuality Detection in Generative AI☆898Updated last year
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,135Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,643Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆823Updated 2 years ago
- LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.☆758Updated last year
- Official repository for LongChat and LongEval☆532Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆732Updated last year
- PaL: Program-Aided Language Models (ICML 2023)☆518Updated 2 years ago
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,139Updated last year
- Generative Representational Instruction Tuning☆679Updated 5 months ago
- Dromedary: towards helpful, ethical and reliable LLMs.☆1,144Updated 2 months ago
- This repository contains code and tooling for the Abacus.AI LLM Context Expansion project. Also included are evaluation scripts and bench…☆598Updated 2 years ago
- Official implementation of our NeurIPS 2023 paper "Augmenting Language Models with Long-Term Memory".☆817Updated last year
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆662Updated last year
- ☆415Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆659Updated 2 years ago
- [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition☆659Updated last year
- Customizable implementation of the self-instruct paper.☆1,050Updated last year
- ☆277Updated 2 years ago
- Build, evaluate, understand, and fix LLM-based apps☆492Updated last year
- ☆768Updated last year
- ☆379Updated 2 years ago
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them☆533Updated last year
- ☆445Updated 2 years ago
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆733Updated last year
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,918Updated 3 months ago