[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.
☆994Oct 22, 2024Updated last year
Alternatives and similar repositories for LLM-Blender
Users that are interested in LLM-Blender are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tools for merging pretrained large language models.☆7,341Jun 17, 2026Updated 2 months ago
- [NIPS2023] RRHF & Wombat☆804Sep 22, 2023Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,481Jun 7, 2025Updated last year
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,254May 8, 2024Updated 2 years ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,914Mar 14, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Robust recipes to align language models with human and AI preferences☆5,674May 26, 2026Updated 3 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,754Jan 8, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,240Updated this week
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,410Apr 11, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,858Updated this week
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,774Aug 4, 2024Updated 2 years ago
- A modular RL library to fine-tune language models to human preferences☆2,395Mar 1, 2024Updated 2 years ago
- LLM training code for Databricks foundation models☆4,443Mar 25, 2026Updated 5 months ago
- Salesforce open-source LLMs with 8k sequence length.☆726Jun 2, 2026Updated 3 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,641Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,611Mar 27, 2023Updated 3 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆11,009Jun 10, 2024Updated 2 years ago
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,894Mar 13, 2024Updated 2 years ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆2,013Aug 9, 2025Updated last year
- RewardBench: the first evaluation tool for reward models.☆735Feb 16, 2026Updated 6 months ago
- Customizable implementation of the self-instruct paper.☆1,051Mar 7, 2024Updated 2 years ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,267Jul 11, 2024Updated 2 years ago
- ☆924May 22, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,465Nov 7, 2023Updated 2 years ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆909Sep 30, 2025Updated 11 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,469Jul 25, 2026Updated last month
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆844Jul 1, 2024Updated 2 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,785Apr 17, 2024Updated 2 years ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,023Jan 15, 2025Updated last year
- A framework for few-shot evaluation of language models.☆13,920Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,982Jun 3, 2026Updated 3 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,326Aug 13, 2026Updated 3 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,943Sep 30, 2023Updated 2 years ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,912Jul 14, 2026Updated last month
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,528May 1, 2026Updated 4 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,772Jun 25, 2024Updated 2 years ago
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆13,017Apr 13, 2026Updated 4 months ago
- Large Language Model Text Generation Inference☆10,890Mar 21, 2026Updated 5 months ago
- A library for advanced large language model reasoning☆2,344Jun 10, 2025Updated last year