FMInference / FlexLLMGen
Running large language models on a single GPU for throughput-oriented scenarios.
☆9,198Updated 3 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for FlexLLMGen
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆12,672Updated this week
- Instruct-tune LLaMA on consumer hardware☆18,653Updated 3 months ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,269Updated 3 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,248Updated 2 months ago
- StableLM: Stability AI Language Models☆15,828Updated 7 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,059Updated 5 months ago
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,431Updated 4 months ago
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆29,561Updated 4 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- A collection of libraries to optimise AI model performances☆8,375Updated 3 months ago
- Large Language Model Text Generation Inference☆9,122Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆36,993Updated this week
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆5,994Updated 2 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,471Updated this week
- Tensor library for machine learning☆11,233Updated this week
- GLM-130B: An Open Bilingual Pre-Trained Model (ICLR 2023)☆7,657Updated last year
- Locally run an Instruction-Tuned Chat-Style LLM☆10,252Updated last year
- DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.☆35,508Updated this week
- A high-throughput and memory-efficient inference and serving engine for LLMs☆30,423Updated this week
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆10,776Updated 3 months ago
- ☆9,008Updated 7 months ago
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆6,947Updated this week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,571Updated last month
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,502Updated 10 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,384Updated last year
- Repo for external large-scale work☆6,516Updated 6 months ago
- Home of StarCoder: fine-tuning & inference!☆7,325Updated 8 months ago
- An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.☆8,276Updated this week