kuleshov / minillm
MiniLLM is a minimal system for running modern LLMs on consumer-grade GPUs
☆889Updated last year
Alternatives and similar repositories for minillm:
Users that are interested in minillm are comparing it to the libraries listed below
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,445Updated 5 months ago
- 4 bits quantization of LLaMA using GPTQ☆3,032Updated 6 months ago
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆714Updated 8 months ago
- ☆1,447Updated last year
- Alpaca dataset from Stanford, cleaned and curated☆1,532Updated last year
- Quantized inference code for LLaMA models☆1,051Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,349Updated last month
- Simple UI for LLM Model Finetuning☆2,048Updated last year
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,060Updated 10 months ago
- Customizable implementation of the self-instruct paper.☆1,034Updated 10 months ago
- A collection of modular datasets generated by GPT-4, General-Instruct - Roleplay-Instruct - Code-Instruct - and Toolformer☆1,624Updated last year
- ☆536Updated last year
- ☆456Updated last year
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,076Updated last year
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,830Updated last year
- Salesforce open-source LLMs with 8k sequence length.☆715Updated this week
- [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization☆669Updated 5 months ago
- Finetune llama2-70b and codellama on MacBook Air without quantization☆447Updated 10 months ago
- Fine-tune mistral-7B on 3090s, a100s, h100s☆706Updated last year
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆3,893Updated this week
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,806Updated last year
- Tune any FALCON in 4-bit☆466Updated last year
- LOMO: LOw-Memory Optimization☆978Updated 6 months ago
- C++ implementation for BLOOM☆810Updated last year
- Convolutions for Sequence Modeling☆876Updated 7 months ago
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,006Updated 10 months ago
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆815Updated last year
- Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-sour…☆2,627Updated 4 months ago
- The complete training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF.☆36Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,405Updated 9 months ago