Effortless plugin and play Optimizer to cut model training costs by 50%. New optimizer that is 2x faster than Adam on LLMs.
☆382Jun 4, 2024Updated 2 years ago
Alternatives and similar repositories for Sophia
Users that are interested in Sophia are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,003Jan 30, 2024Updated 2 years ago
- The Next Generation Multi-Modality Superintelligence☆69Sep 3, 2024Updated last year
- An EXA-Scale repository of Multi-Modality AI resources from papers and models, to foundational libraries!☆40Feb 1, 2024Updated 2 years ago
- 🦁 Lion, new optimizer discovered by Google Brain using genetic algorithms that is purportedly better than Adam(w), in Pytorch☆2,191Nov 27, 2024Updated last year
- Foundation Architecture for (M)LLMs☆3,132Apr 11, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Simple Autogpt with tree of thoughts☆14May 25, 2023Updated 3 years ago
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,168Jan 11, 2024Updated 2 years ago
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆139Apr 30, 2024Updated 2 years ago
- Scaling Data-Constrained Language Models☆344Jun 28, 2025Updated last year
- Fast & Simple repository for pre-training and fine-tuning T5-style models☆1,022Aug 21, 2024Updated last year
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆706Jan 26, 2026Updated 5 months ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆198May 30, 2026Updated last month
- ☆51Jan 18, 2024Updated 2 years ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆474Apr 21, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Plug in and Play implementation of "Certified Reasoning with Language Models" that elevates model reasoning by 40%☆16Jun 20, 2023Updated 3 years ago
- Accessible large language models via k-bit quantization for PyTorch.☆8,305Jul 1, 2026Updated last week
- GoldFinch and other hybrid transformer components☆46Jul 20, 2024Updated last year
- D-Adaptation for SGD, Adam and AdaGrad☆532Jan 22, 2025Updated last year
- ☆35Dec 5, 2022Updated 3 years ago
- maximal update parametrization (µP)☆1,734Jul 17, 2024Updated last year
- Salesforce open-source LLMs with 8k sequence length.☆727Jun 2, 2026Updated last month
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Jun 21, 2023Updated 3 years ago
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go, C++ & Javascript☆626Jun 23, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,516Aug 13, 2024Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,947Jun 10, 2024Updated 2 years ago
- Unleash the full potential of exascale LLMs on consumer-class GPUs, proven by extensive benchmarks, with no long-term adjustments and min…☆27Nov 11, 2024Updated last year
- TART: A plug-and-play Transformer module for task-agnostic reasoning☆202Jun 22, 2023Updated 3 years ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,229Aug 22, 2025Updated 10 months ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,529Jul 16, 2023Updated 2 years ago
- Fast, Modern, and Low Precision PyTorch Optimizers☆129May 16, 2026Updated last month
- Implementation of plug in and play Attention from "LongNet: Scaling Transformers to 1,000,000,000 Tokens"☆721Jan 7, 2024Updated 2 years ago
- Fast and memory-efficient exact attention☆24,304Jun 29, 2026Updated last week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,083Jul 1, 2025Updated last year
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆732May 25, 2024Updated 2 years ago
- MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.☆953Mar 19, 2025Updated last year
- ☆553Feb 8, 2026Updated 5 months ago
- An all-new Language Model That Processes Ultra-Long Sequences of 100,000+ Ultra-Fast☆151Sep 3, 2024Updated last year
- ☆68Apr 8, 2026Updated 3 months ago
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆132Apr 17, 2024Updated 2 years ago