[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.
☆991Oct 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.☆7,295Jun 17, 2026Updated 2 months ago
- [NIPS2023] RRHF & Wombat☆805Sep 22, 2023Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,482Jun 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☆5,913Mar 14, 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.
- Robust recipes to align language models with human and AI preferences☆5,660May 26, 2026Updated 2 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,753Jan 8, 2024Updated 2 years ago
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,412Apr 11, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆19,100Updated this week
- AllenAI's post-training codebase☆3,833Updated 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☆4,440Mar 25, 2026Updated 4 months ago
- Salesforce open-source LLMs with 8k sequence length.☆727Jun 2, 2026Updated 2 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,558Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,610Mar 27, 2023Updated 3 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,990Jun 10, 2024Updated 2 years ago
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,886Mar 13, 2024Updated 2 years ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆2,012Aug 9, 2025Updated last year
- RewardBench: the first evaluation tool for reward models.☆732Feb 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☆7,262Jul 11, 2024Updated 2 years ago
- ☆927May 22, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- LongLLaMA is a large language model capable of handling long contexts. It is based on OpenLLaMA and fine-tuned with the Focused Transform…☆1,466Nov 7, 2023Updated 2 years ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆910Sep 30, 2025Updated 10 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,464Jul 25, 2026Updated 3 weeks ago
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆845Jul 1, 2024Updated 2 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,770Apr 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.☆13,704Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,977Jun 3, 2026Updated 2 months ago
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆3,298Updated this week
- 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.
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,937Sep 30, 2023Updated 2 years ago
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,898Jul 14, 2026Updated last month
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,511May 1, 2026Updated 3 months ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,767Jun 25, 2024Updated 2 years ago
- A library for advanced large language model reasoning☆2,341Jun 10, 2025Updated last year
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,997Apr 13, 2026Updated 4 months ago
- Large Language Model Text Generation Inference☆10,886Mar 21, 2026Updated 4 months ago