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.
☆13,796Updated 2 weeks ago
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.☆9,501Updated 2 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,572Updated last year
- Instruct-tune LLaMA on consumer hardware☆18,933Updated 11 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆7,330Updated this week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,349Updated 8 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆19,116Updated this week
- Fast and memory-efficient exact attention☆18,448Updated last week
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,681Updated 2 years ago
- Tensor library for machine learning☆12,859Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,079Updated 3 weeks ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,450Updated 2 weeks ago
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,361Updated 7 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,512Updated 2 years ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,432Updated last month
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,087Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,902Updated 3 months ago
- Python bindings for llama.cpp☆9,353Updated last week
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,886Updated last year
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,882Updated last month
- StableLM: Stability AI Language Models☆15,826Updated last year
- Universal LLM Deployment Engine with ML Compilation☆21,005Updated 2 weeks ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,777Updated 7 months ago
- Example models using DeepSpeed☆6,583Updated 2 weeks ago
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆39,467Updated this week
- 4 bits quantization of LLaMA using GPTQ☆3,059Updated last year
- ☆9,007Updated last year
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆9,751Updated last week
- Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)☆25,712Updated 10 months ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,429Updated 2 years ago
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆7,266Updated 3 weeks ago