Cramming the training of a (BERT-type) language model into limited compute.
☆1,364Jun 13, 2024Updated last year
Alternatives and similar repositories for cramming
Users that are interested in cramming are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,018Aug 21, 2024Updated last year
- Train to 94% on CIFAR-10 in <6.3 seconds on a single A100. Or ~95.79% in ~110 seconds (or less!)☆1,300Dec 18, 2024Updated last year
- JAX implementation ViT-VQGAN☆63Jul 23, 2022Updated 3 years ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,745Jan 8, 2024Updated 2 years ago
- Hackable and optimized Transformers building blocks, supporting a composable construction.☆10,437Apr 21, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,366Oct 28, 2024Updated last year
- Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackab…☆1,585Jan 28, 2026Updated 3 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,168Apr 20, 2026Updated last week
- Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM☆7,870Oct 11, 2025Updated 6 months ago
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,785Nov 15, 2025Updated 5 months ago
- Language Modeling with the H3 State Space Model☆523Sep 29, 2023Updated 2 years ago
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,084Jul 1, 2025Updated 10 months ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,204Aug 22, 2025Updated 8 months ago
- Foundation Architecture for (M)LLMs☆3,133Apr 11, 2024Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,362Updated this week
- Minimalistic large language model 3D-parallelism training☆2,674Apr 7, 2026Updated 3 weeks ago
- RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…☆14,492Updated this week
- The simplest, fastest repository for training/finetuning medium-sized GPTs.☆57,242Nov 12, 2025Updated 5 months ago
- Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities☆22,107Jan 23, 2026Updated 3 months ago
- maximal update parametrization (µP)☆1,704Jul 17, 2024Updated last year
- Train transformer language models with reinforcement learning.☆18,193Updated this week
- Fast and memory-efficient exact attention☆23,563Updated this week
- A concise but complete full-attention transformer with a set of promising experimental features from various papers☆5,848Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Convolutions for Sequence Modeling☆911Jun 13, 2024Updated last year
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,468Apr 19, 2026Updated last week
- A modular RL library to fine-tune language models to human preferences☆2,388Mar 1, 2024Updated 2 years ago
- Schedule-Free Optimization in PyTorch☆2,277May 21, 2025Updated 11 months ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆97Feb 9, 2023Updated 3 years ago
- A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training☆24,275Aug 15, 2024Updated last year
- ☆562Feb 5, 2024Updated 2 years ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,899Jun 10, 2024Updated last year
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆21,006Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- PyTorch extensions for high performance and large scale training.☆3,409Apr 26, 2025Updated last year
- ☆2,964Apr 21, 2026Updated last week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,639Updated this week
- A PyTorch native platform for training generative AI models☆5,286Updated this week
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,520Aug 13, 2024Updated last year
- Robust recipes to align language models with human and AI preferences☆5,587Apr 8, 2026Updated 3 weeks ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆201May 28, 2024Updated last year