[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.
☆977Oct 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.☆6,973Mar 15, 2026Updated last month
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,474Jun 7, 2025Updated 10 months ago
- [NIPS2023] RRHF & Wombat☆808Sep 22, 2023Updated 2 years ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,237May 8, 2024Updated last year
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,925Mar 14, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Robust recipes to align language models with human and AI preferences☆5,558Apr 8, 2026Updated last week
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,743Jan 8, 2024Updated 2 years ago
- AllenAI's post-training codebase☆3,683Updated this week
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,407Apr 11, 2024Updated 2 years ago
- Train transformer language models with reinforcement learning.☆18,054Updated this week
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,770Aug 4, 2024Updated last year
- A modular RL library to fine-tune language models to human preferences☆2,384Mar 1, 2024Updated 2 years ago
- A framework for few-shot evaluation of language models.☆12,138Apr 8, 2026Updated last week
- Salesforce open-source LLMs with 8k sequence length.☆726Jan 31, 2025Updated last year
- 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.
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆20,929Apr 10, 2026Updated last week
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,966Aug 9, 2025Updated 8 months ago
- RewardBench: the first evaluation tool for reward models.☆707Feb 16, 2026Updated 2 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,870Jun 10, 2024Updated last year
- Aligning pretrained language models with instruction data generated by themselves.☆4,586Mar 27, 2023Updated 3 years ago
- Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)☆2,816Mar 13, 2024Updated 2 years ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,211Jul 11, 2024Updated last year
- Customizable implementation of the self-instruct paper.☆1,050Mar 7, 2024Updated 2 years ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,695Apr 17, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆903Sep 30, 2025Updated 6 months ago
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,340Updated this week
- A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.☆842Jul 1, 2024Updated last year
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,983Apr 10, 2026Updated last week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,935Dec 7, 2024Updated last year
- 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
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,021Jan 15, 2025Updated last year
- ☆920May 22, 2024Updated last year
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆23Mar 12, 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.
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,915Sep 30, 2023Updated 2 years ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,722Jun 25, 2024Updated last year
- [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.☆2,771Apr 1, 2026Updated 2 weeks ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆39,448Jun 2, 2025Updated 10 months ago
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,814Mar 23, 2026Updated 3 weeks ago
- A library for advanced large language model reasoning☆2,339Jun 10, 2025Updated 10 months ago
- Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".☆1,139Dec 23, 2023Updated 2 years ago