FMInference / FlexLLMGenLinks
Running large language models on a single GPU for throughput-oriented scenarios.
☆9,338Updated 7 months ago
Alternatives and similar repositories for FlexLLMGen
Users that are interested in FlexLLMGen are comparing it to the libraries listed below
Sorting:
- Instruct-tune LLaMA on consumer hardware☆18,917Updated 10 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,500Updated 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
- Tensor library for machine learning☆12,697Updated last week
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,495Updated last month
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆30,040Updated 11 months ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆13,706Updated last week
- Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)☆3,939Updated last year
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,498Updated last year
- Python bindings for llama.cpp☆9,237Updated last month
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,873Updated 2 months ago
- LLaMA: Open and Efficient Foundation Language Models☆2,802Updated last year
- Locally run an Instruction-Tuned Chat-Style LLM☆10,227Updated 2 years ago
- A collection of libraries to optimise AI model performances☆8,373Updated 10 months ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,741Updated 6 months ago
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆7,228Updated last week
- StableLM: Stability AI Language Models☆15,828Updated last year
- 4 bits quantization of LLaMA using GPTQ☆3,057Updated 11 months ago
- Repo for external large-scale work☆6,530Updated last year
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,680Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆12,090Updated 6 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,882Updated last year
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,421Updated 2 weeks ago
- ☆9,010Updated last year
- Universal LLM Deployment Engine with ML Compilation☆20,813Updated last week
- Instruction Tuning with GPT-4☆4,308Updated 2 years ago
- Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM☆7,847Updated last month
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,906Updated 11 months ago
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆38,731Updated 2 weeks ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,667Updated last year