BlinkDL / RWKV-LMLinks
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
☆13,744Updated last week
Alternatives and similar repositories for RWKV-LM
Users that are interested in RWKV-LM are comparing it to the libraries listed below
Sorting:
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,495Updated last month
- Instruct-tune LLaMA on consumer hardware☆18,918Updated 10 months ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,043Updated 11 months ago
- [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.☆22,883Updated 10 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,504Updated last year
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,435Updated last month
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,861Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,770Updated 3 weeks ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,336Updated 8 months ago
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,682Updated last year
- Accessible large language models via k-bit quantization for PyTorch.☆7,150Updated last week
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,421Updated 3 weeks ago
- Tensor library for machine learning☆12,712Updated this week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,883Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,119Updated 6 months ago
- StableLM: Stability AI Language Models☆15,826Updated last year
- Large Language Model Text Generation Inference☆10,249Updated this week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,501Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆39,075Updated this week
- Repo for external large-scale work☆6,530Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,073Updated 9 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,877Updated 2 months ago
- Fast and memory-efficient exact attention☆18,043Updated this week
- Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)☆25,686Updated 9 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,687Updated 9 months ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,641Updated this week
- Inference code for Llama models☆58,421Updated 5 months ago
- Python bindings for llama.cpp☆9,276Updated last month
- Train transformer language models with reinforcement learning.☆14,281Updated last week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,915Updated 11 months ago